From 0868a82c3471322b804ebe6bc1e7e5e02f09dc59 Mon Sep 17 00:00:00 2001
From: Sameer Kankute <sameer@berri.ai>
Date: Thu, 16 Apr 2026 20:45:45 +0530
Subject: [PATCH 1/7] Add support for opus 4.7 with new effort levels

---
 litellm/constants.py                          |   2 +
 litellm/llms/anthropic/chat/transformation.py |  53 ++-
 litellm/llms/anthropic/common_utils.py        |  27 +-
 .../bedrock/chat/converse_transformation.py   |   8 +-
 litellm/llms/bedrock/common_utils.py          |   4 +
 .../anthropic_claude3_transformation.py       |   9 +
 ...odel_prices_and_context_window_backup.json | 364 ++++++++++++++++--
 litellm/setup_wizard.py                       |   9 +-
 model_prices_and_context_window.json          | 335 +++++++++++++++-
 9 files changed, 753 insertions(+), 58 deletions(-)

diff --git a/litellm/constants.py b/litellm/constants.py
index d0596bed684..231c4bbeca2 100644
--- a/litellm/constants.py
+++ b/litellm/constants.py
@@ -1113,6 +1113,8 @@
     "openai.gpt-oss-120b-1:0",
     "anthropic.claude-haiku-4-5-20251001-v1:0",
     "anthropic.claude-sonnet-4-5-20250929-v1:0",
+    "anthropic.claude-opus-4-7-v1:0",
+    "anthropic.claude-opus-4-7-v1",
     "anthropic.claude-opus-4-6-v1:0",
     "anthropic.claude-opus-4-6-v1",
     "anthropic.claude-sonnet-4-6",
diff --git a/litellm/llms/anthropic/chat/transformation.py b/litellm/llms/anthropic/chat/transformation.py
index d7ce6a5f8de..fcb87c721b1 100644
--- a/litellm/llms/anthropic/chat/transformation.py
+++ b/litellm/llms/anthropic/chat/transformation.py
@@ -67,6 +67,7 @@
 from litellm.utils import (
     ModelResponse,
     Usage,
+    _supports_factory,
     add_dummy_tool,
     any_assistant_message_has_thinking_blocks,
     get_max_tokens,
@@ -189,6 +190,30 @@ def _is_opus_4_6_model(model: str) -> bool:
             v in model_lower for v in ("opus-4-6", "opus_4_6", "opus-4.6", "opus_4.6")
         )
 
+    @staticmethod
+    def _is_opus_4_7_model(model: str) -> bool:
+        """Check if the model is specifically Claude Opus 4.7."""
+        model_lower = model.lower()
+        return any(
+            v in model_lower for v in ("opus-4-7", "opus_4_7", "opus-4.7", "opus_4.7")
+        )
+
+    @staticmethod
+    def _supports_effort_level(model: str, level: str) -> bool:
+        """Check ``supports_{level}_reasoning_effort`` in the model map.
+
+        Mirrors the pattern used in ``openai/chat/gpt_5_transformation.py`` so
+        that adding support for a new effort level is a pure model-map change.
+        """
+        try:
+            return _supports_factory(
+                model=model,
+                custom_llm_provider="anthropic",
+                key=f"supports_{level}_reasoning_effort",
+            )
+        except Exception:
+            return False
+
     def get_supported_openai_params(self, model: str):
         params = [
             "stream",
@@ -212,6 +237,7 @@ def get_supported_openai_params(self, model: str):
         if (
             "claude-3-7-sonnet" in model
             or AnthropicConfig._is_claude_4_6_model(model)
+            or AnthropicConfig._is_claude_4_7_model(model)
             or supports_reasoning(
                 model=model,
                 custom_llm_provider=self.custom_llm_provider,
@@ -771,7 +797,9 @@ def _map_reasoning_effort(
     ) -> Optional[AnthropicThinkingParam]:
         if reasoning_effort is None or reasoning_effort == "none":
             return None
-        if AnthropicConfig._is_claude_4_6_model(model):
+        if AnthropicConfig._is_claude_4_6_model(
+            model
+        ) or AnthropicConfig._is_claude_4_7_model(model):
             return AnthropicThinkingParam(
                 type="adaptive",
             )
@@ -1020,6 +1048,8 @@ def map_openai_params(  # noqa: PLR0915
                         "opus-4-5",
                         "opus-4.6",
                         "opus-4-6",
+                        "opus-4.7",
+                        "opus-4-7",
                         "sonnet-4.6",
                         "sonnet-4-6",
                         "sonnet_4.6",
@@ -1061,14 +1091,17 @@ def map_openai_params(  # noqa: PLR0915
                 optional_params["thinking"] = AnthropicConfig._map_reasoning_effort(
                     reasoning_effort=value, model=model
                 )
-                # For Claude 4.6 models, effort is controlled via output_config,
+                # For Claude 4.6+ models, effort is controlled via output_config,
                 # not thinking budget_tokens. Map reasoning_effort to output_config.
-                if AnthropicConfig._is_claude_4_6_model(model):
+                if AnthropicConfig._is_claude_4_6_model(
+                    model
+                ) or AnthropicConfig._is_claude_4_7_model(model):
                     effort_map = {
                         "low": "low",
                         "minimal": "low",
                         "medium": "medium",
                         "high": "high",
+                        "xhigh": "xhigh",
                         "max": "max",
                     }
                     mapped_effort = effort_map.get(value, value)
@@ -1495,13 +1528,19 @@ def _apply_output_config(
         if not output_config or not isinstance(output_config, dict):
             return
         effort = output_config.get("effort")
-        if effort and effort not in ["high", "medium", "low", "max"]:
+        valid_efforts = ["high", "medium", "low", "xhigh", "max"]
+        if effort and effort not in valid_efforts:
             raise ValueError(
-                f"Invalid effort value: {effort}. Must be one of: 'high', 'medium', 'low', 'max'"
+                f"Invalid effort value: {effort}. Must be one of: "
+                f"'high', 'medium', 'low', 'xhigh', 'max'"
             )
-        if effort == "max" and not self._is_opus_4_6_model(model):
+        # xhigh / max are opt-in effort levels; gate them on the model map
+        # capability flag (``supports_xhigh_reasoning_effort`` / ``supports_max_reasoning_effort``).
+        if effort in ("xhigh", "max") and not self._supports_effort_level(
+            model, effort
+        ):
             raise ValueError(
-                f"effort='max' is only supported by Claude Opus 4.6. Got model: {model}"
+                f"effort={effort!r} is not supported by this model. Got model: {model}"
             )
         data["output_config"] = output_config
 
diff --git a/litellm/llms/anthropic/common_utils.py b/litellm/llms/anthropic/common_utils.py
index a0da14bcc2b..26fe4955c39 100644
--- a/litellm/llms/anthropic/common_utils.py
+++ b/litellm/llms/anthropic/common_utils.py
@@ -256,6 +256,27 @@ def _is_claude_4_6_model(model: str) -> bool:
             )
         )
 
+    @staticmethod
+    def _is_claude_4_7_model(model: str) -> bool:
+        """Check if the model is a Claude 4.7 model (Opus 4.7)."""
+        model_lower = model.lower()
+        return any(
+            v in model_lower
+            for v in (
+                "opus-4-7",
+                "opus_4_7",
+                "opus-4.7",
+                "opus_4.7",
+            )
+        )
+
+    @staticmethod
+    def _is_adaptive_thinking_model(model: str) -> bool:
+        """Claude 4.6+ models use adaptive thinking with output_config effort."""
+        return AnthropicModelInfo._is_claude_4_6_model(
+            model
+        ) or AnthropicModelInfo._is_claude_4_7_model(model)
+
     def is_effort_used(
         self, optional_params: Optional[dict], model: Optional[str] = None
     ) -> bool:
@@ -263,14 +284,14 @@ def is_effort_used(
         Check if effort parameter is being used and requires a beta header.
 
         Returns True if effort-related parameters are present and
-        the model requires the effort beta header. Claude 4.6 models
+        the model requires the effort beta header. Claude 4.6+ models
         use output_config as a stable API feature — no beta header needed.
         """
         if not optional_params:
             return False
 
-        # Claude 4.6 models use output_config as a stable API feature — no beta header needed
-        if model and self._is_claude_4_6_model(model):
+        # Claude 4.6+ models use output_config as a stable API feature — no beta header needed
+        if model and self._is_adaptive_thinking_model(model):
             return False
 
         # Check if reasoning_effort is provided for Claude Opus 4.5
diff --git a/litellm/llms/bedrock/chat/converse_transformation.py b/litellm/llms/bedrock/chat/converse_transformation.py
index 5cfb00d69b6..5d98e1538bd 100644
--- a/litellm/llms/bedrock/chat/converse_transformation.py
+++ b/litellm/llms/bedrock/chat/converse_transformation.py
@@ -1298,12 +1298,16 @@ def _process_tools_and_beta(
             # Add computer use tools and anthropic_beta if needed (only when computer use tools are present)
             if computer_use_tools:
                 # Determine the correct computer-use beta header based on model
-                # "computer-use-2025-11-24" for Claude Opus 4.6, Claude Opus 4.5
+                # "computer-use-2025-11-24" for Claude Opus 4.7, Opus 4.6, and Opus 4.5
                 # "computer-use-2025-01-24" for Claude Sonnet 4.5, Haiku 4.5, Opus 4.1, Sonnet 4, Opus 4, and Sonnet 3.7
                 # "computer-use-2024-10-22" for older models
                 model_lower = model.lower()
                 if (
-                    "opus-4.6" in model_lower
+                    "opus-4.7" in model_lower
+                    or "opus_4.7" in model_lower
+                    or "opus-4-7" in model_lower
+                    or "opus_4_7" in model_lower
+                    or "opus-4.6" in model_lower
                     or "opus_4.6" in model_lower
                     or "opus-4-6" in model_lower
                     or "opus_4_6" in model_lower
diff --git a/litellm/llms/bedrock/common_utils.py b/litellm/llms/bedrock/common_utils.py
index 6f4f3c3f18a..a68cc7b43e6 100644
--- a/litellm/llms/bedrock/common_utils.py
+++ b/litellm/llms/bedrock/common_utils.py
@@ -589,6 +589,10 @@ def is_claude_4_5_on_bedrock(model: str) -> bool:
         "opus_4.6",
         "opus-4-6",
         "opus_4_6",
+        "opus-4.7",
+        "opus_4.7",
+        "opus-4-7",
+        "opus_4_7",
     ]
     return any(pattern in model_lower for pattern in claude_4_5_patterns)
 
diff --git a/litellm/llms/bedrock/messages/invoke_transformations/anthropic_claude3_transformation.py b/litellm/llms/bedrock/messages/invoke_transformations/anthropic_claude3_transformation.py
index d00a18fe7e3..eb7e00876a6 100644
--- a/litellm/llms/bedrock/messages/invoke_transformations/anthropic_claude3_transformation.py
+++ b/litellm/llms/bedrock/messages/invoke_transformations/anthropic_claude3_transformation.py
@@ -205,6 +205,10 @@ def _supports_extended_thinking_on_bedrock(self, model: str) -> bool:
             "opus_4.6",
             "opus-4-6",
             "opus_4_6",
+            "opus-4.7",
+            "opus_4.7",
+            "opus-4-7",
+            "opus_4_7",
         ]
 
         return any(pattern in model_lower for pattern in supported_patterns)
@@ -281,6 +285,11 @@ def _supports_tool_search_on_bedrock(self, model: str) -> bool:
             "sonnet_4.6",
             "sonnet-4-6",
             "sonnet_4_6",
+            # Opus 4.7
+            "opus-4.7",
+            "opus_4.7",
+            "opus-4-7",
+            "opus_4_7",
         ]
 
         return any(pattern in model_lower for pattern in supported_patterns)
diff --git a/litellm/model_prices_and_context_window_backup.json b/litellm/model_prices_and_context_window_backup.json
index 2000e4e3064..754a48679b8 100644
--- a/litellm/model_prices_and_context_window_backup.json
+++ b/litellm/model_prices_and_context_window_backup.json
@@ -1005,7 +1005,8 @@
         "supports_tool_choice": true,
         "supports_vision": true,
         "tool_use_system_prompt_tokens": 346,
-        "supports_native_structured_output": true
+        "supports_native_structured_output": true,
+        "supports_max_reasoning_effort": true
     },
     "global.anthropic.claude-opus-4-6-v1": {
         "cache_creation_input_token_cost": 6.25e-06,
@@ -1032,7 +1033,8 @@
         "supports_tool_choice": true,
         "supports_vision": true,
         "tool_use_system_prompt_tokens": 346,
-        "supports_native_structured_output": true
+        "supports_native_structured_output": true,
+        "supports_max_reasoning_effort": true
     },
     "us.anthropic.claude-opus-4-6-v1": {
         "cache_creation_input_token_cost": 6.875e-06,
@@ -1059,7 +1061,8 @@
         "supports_tool_choice": true,
         "supports_vision": true,
         "tool_use_system_prompt_tokens": 346,
-        "supports_native_structured_output": true
+        "supports_native_structured_output": true,
+        "supports_max_reasoning_effort": true
     },
     "eu.anthropic.claude-opus-4-6-v1": {
         "cache_creation_input_token_cost": 6.875e-06,
@@ -1086,7 +1089,8 @@
         "supports_tool_choice": true,
         "supports_vision": true,
         "tool_use_system_prompt_tokens": 346,
-        "supports_native_structured_output": true
+        "supports_native_structured_output": true,
+        "supports_max_reasoning_effort": true
     },
     "au.anthropic.claude-opus-4-6-v1": {
         "cache_creation_input_token_cost": 6.875e-06,
@@ -1113,7 +1117,153 @@
         "supports_tool_choice": true,
         "supports_vision": true,
         "tool_use_system_prompt_tokens": 346,
-        "supports_native_structured_output": true
+        "supports_native_structured_output": true,
+        "supports_max_reasoning_effort": true
+    },
+    "anthropic.claude-opus-4-7-v1": {
+        "cache_creation_input_token_cost": 6.25e-06,
+        "cache_read_input_token_cost": 5e-07,
+        "input_cost_per_token": 5e-06,
+        "litellm_provider": "bedrock_converse",
+        "max_input_tokens": 1000000,
+        "max_output_tokens": 128000,
+        "max_tokens": 128000,
+        "mode": "chat",
+        "output_cost_per_token": 2.5e-05,
+        "search_context_cost_per_query": {
+            "search_context_size_high": 0.01,
+            "search_context_size_low": 0.01,
+            "search_context_size_medium": 0.01
+        },
+        "supports_assistant_prefill": false,
+        "supports_computer_use": true,
+        "supports_function_calling": true,
+        "supports_pdf_input": true,
+        "supports_prompt_caching": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_tool_choice": true,
+        "supports_vision": true,
+        "supports_xhigh_reasoning_effort": true,
+        "tool_use_system_prompt_tokens": 346,
+        "supports_native_structured_output": true,
+        "supports_max_reasoning_effort": true
+    },
+    "global.anthropic.claude-opus-4-7-v1": {
+        "cache_creation_input_token_cost": 6.25e-06,
+        "cache_read_input_token_cost": 5e-07,
+        "input_cost_per_token": 5e-06,
+        "litellm_provider": "bedrock_converse",
+        "max_input_tokens": 1000000,
+        "max_output_tokens": 128000,
+        "max_tokens": 128000,
+        "mode": "chat",
+        "output_cost_per_token": 2.5e-05,
+        "search_context_cost_per_query": {
+            "search_context_size_high": 0.01,
+            "search_context_size_low": 0.01,
+            "search_context_size_medium": 0.01
+        },
+        "supports_assistant_prefill": false,
+        "supports_computer_use": true,
+        "supports_function_calling": true,
+        "supports_pdf_input": true,
+        "supports_prompt_caching": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_tool_choice": true,
+        "supports_vision": true,
+        "supports_xhigh_reasoning_effort": true,
+        "tool_use_system_prompt_tokens": 346,
+        "supports_native_structured_output": true,
+        "supports_max_reasoning_effort": true
+    },
+    "us.anthropic.claude-opus-4-7-v1": {
+        "cache_creation_input_token_cost": 6.875e-06,
+        "cache_read_input_token_cost": 5.5e-07,
+        "input_cost_per_token": 5.5e-06,
+        "litellm_provider": "bedrock_converse",
+        "max_input_tokens": 1000000,
+        "max_output_tokens": 128000,
+        "max_tokens": 128000,
+        "mode": "chat",
+        "output_cost_per_token": 2.75e-05,
+        "search_context_cost_per_query": {
+            "search_context_size_high": 0.01,
+            "search_context_size_low": 0.01,
+            "search_context_size_medium": 0.01
+        },
+        "supports_assistant_prefill": false,
+        "supports_computer_use": true,
+        "supports_function_calling": true,
+        "supports_pdf_input": true,
+        "supports_prompt_caching": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_tool_choice": true,
+        "supports_vision": true,
+        "supports_xhigh_reasoning_effort": true,
+        "tool_use_system_prompt_tokens": 346,
+        "supports_native_structured_output": true,
+        "supports_max_reasoning_effort": true
+    },
+    "eu.anthropic.claude-opus-4-7-v1": {
+        "cache_creation_input_token_cost": 6.875e-06,
+        "cache_read_input_token_cost": 5.5e-07,
+        "input_cost_per_token": 5.5e-06,
+        "litellm_provider": "bedrock_converse",
+        "max_input_tokens": 1000000,
+        "max_output_tokens": 128000,
+        "max_tokens": 128000,
+        "mode": "chat",
+        "output_cost_per_token": 2.75e-05,
+        "search_context_cost_per_query": {
+            "search_context_size_high": 0.01,
+            "search_context_size_low": 0.01,
+            "search_context_size_medium": 0.01
+        },
+        "supports_assistant_prefill": false,
+        "supports_computer_use": true,
+        "supports_function_calling": true,
+        "supports_pdf_input": true,
+        "supports_prompt_caching": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_tool_choice": true,
+        "supports_vision": true,
+        "supports_xhigh_reasoning_effort": true,
+        "tool_use_system_prompt_tokens": 346,
+        "supports_native_structured_output": true,
+        "supports_max_reasoning_effort": true
+    },
+    "au.anthropic.claude-opus-4-7-v1": {
+        "cache_creation_input_token_cost": 6.875e-06,
+        "cache_read_input_token_cost": 5.5e-07,
+        "input_cost_per_token": 5.5e-06,
+        "litellm_provider": "bedrock_converse",
+        "max_input_tokens": 1000000,
+        "max_output_tokens": 128000,
+        "max_tokens": 128000,
+        "mode": "chat",
+        "output_cost_per_token": 2.75e-05,
+        "search_context_cost_per_query": {
+            "search_context_size_high": 0.01,
+            "search_context_size_low": 0.01,
+            "search_context_size_medium": 0.01
+        },
+        "supports_assistant_prefill": false,
+        "supports_computer_use": true,
+        "supports_function_calling": true,
+        "supports_pdf_input": true,
+        "supports_prompt_caching": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_tool_choice": true,
+        "supports_vision": true,
+        "supports_xhigh_reasoning_effort": true,
+        "tool_use_system_prompt_tokens": 346,
+        "supports_native_structured_output": true,
+        "supports_max_reasoning_effort": true
     },
     "anthropic.claude-sonnet-4-6": {
         "cache_creation_input_token_cost": 3.75e-06,
@@ -1765,7 +1915,37 @@
         "supports_response_schema": true,
         "supports_tool_choice": true,
         "supports_vision": true,
-        "tool_use_system_prompt_tokens": 159
+        "tool_use_system_prompt_tokens": 159,
+        "supports_max_reasoning_effort": true
+    },
+    "azure_ai/claude-opus-4-7": {
+        "input_cost_per_token": 5e-06,
+        "output_cost_per_token": 2.5e-05,
+        "litellm_provider": "azure_ai",
+        "max_input_tokens": 200000,
+        "max_output_tokens": 128000,
+        "max_tokens": 128000,
+        "mode": "chat",
+        "search_context_cost_per_query": {
+            "search_context_size_high": 0.01,
+            "search_context_size_low": 0.01,
+            "search_context_size_medium": 0.01
+        },
+        "cache_creation_input_token_cost": 6.25e-06,
+        "cache_creation_input_token_cost_above_1hr": 1e-05,
+        "cache_read_input_token_cost": 5e-07,
+        "supports_assistant_prefill": false,
+        "supports_computer_use": true,
+        "supports_function_calling": true,
+        "supports_pdf_input": true,
+        "supports_prompt_caching": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_tool_choice": true,
+        "supports_vision": true,
+        "supports_xhigh_reasoning_effort": true,
+        "tool_use_system_prompt_tokens": 159,
+        "supports_max_reasoning_effort": true
     },
     "azure_ai/claude-opus-4-1": {
         "cache_creation_input_token_cost": 1.875e-05,
@@ -8928,7 +9108,8 @@
         "provider_specific_entry": {
             "us": 1.1,
             "fast": 6.0
-        }
+        },
+        "supports_max_reasoning_effort": true
     },
     "claude-opus-4-6-20260205": {
         "cache_creation_input_token_cost": 6.25e-06,
@@ -8959,7 +9140,74 @@
         "provider_specific_entry": {
             "us": 1.1,
             "fast": 6.0
-        }
+        },
+        "supports_max_reasoning_effort": true
+    },
+    "claude-opus-4-7": {
+        "cache_creation_input_token_cost": 6.25e-06,
+        "cache_creation_input_token_cost_above_1hr": 1e-05,
+        "cache_read_input_token_cost": 5e-07,
+        "input_cost_per_token": 5e-06,
+        "litellm_provider": "anthropic",
+        "max_input_tokens": 1000000,
+        "max_output_tokens": 128000,
+        "max_tokens": 128000,
+        "mode": "chat",
+        "output_cost_per_token": 2.5e-05,
+        "search_context_cost_per_query": {
+            "search_context_size_high": 0.01,
+            "search_context_size_low": 0.01,
+            "search_context_size_medium": 0.01
+        },
+        "supports_assistant_prefill": false,
+        "supports_computer_use": true,
+        "supports_function_calling": true,
+        "supports_pdf_input": true,
+        "supports_prompt_caching": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_tool_choice": true,
+        "supports_vision": true,
+        "supports_xhigh_reasoning_effort": true,
+        "tool_use_system_prompt_tokens": 346,
+        "provider_specific_entry": {
+            "us": 1.1,
+            "fast": 6.0
+        },
+        "supports_max_reasoning_effort": true
+    },
+    "claude-opus-4-7-20260416": {
+        "cache_creation_input_token_cost": 6.25e-06,
+        "cache_creation_input_token_cost_above_1hr": 1e-05,
+        "cache_read_input_token_cost": 5e-07,
+        "input_cost_per_token": 5e-06,
+        "litellm_provider": "anthropic",
+        "max_input_tokens": 1000000,
+        "max_output_tokens": 128000,
+        "max_tokens": 128000,
+        "mode": "chat",
+        "output_cost_per_token": 2.5e-05,
+        "search_context_cost_per_query": {
+            "search_context_size_high": 0.01,
+            "search_context_size_low": 0.01,
+            "search_context_size_medium": 0.01
+        },
+        "supports_assistant_prefill": false,
+        "supports_computer_use": true,
+        "supports_function_calling": true,
+        "supports_pdf_input": true,
+        "supports_prompt_caching": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_tool_choice": true,
+        "supports_vision": true,
+        "supports_xhigh_reasoning_effort": true,
+        "tool_use_system_prompt_tokens": 346,
+        "provider_specific_entry": {
+            "us": 1.1,
+            "fast": 6.0
+        },
+        "supports_max_reasoning_effort": true
     },
     "claude-sonnet-4-20250514": {
         "deprecation_date": "2026-05-14",
@@ -18991,13 +19239,11 @@
         "cache_read_input_token_cost_above_272k_tokens": 5e-07,
         "cache_read_input_token_cost_flex": 1.3e-07,
         "cache_read_input_token_cost_priority": 5e-07,
-        "cache_read_input_token_cost_above_272k_tokens_priority": 1e-06,
         "input_cost_per_token": 2.5e-06,
         "input_cost_per_token_above_272k_tokens": 5e-06,
         "input_cost_per_token_flex": 1.25e-06,
         "input_cost_per_token_batches": 1.25e-06,
         "input_cost_per_token_priority": 5e-06,
-        "input_cost_per_token_above_272k_tokens_priority": 1e-05,
         "litellm_provider": "openai",
         "max_input_tokens": 1050000,
         "max_output_tokens": 128000,
@@ -19007,8 +19253,7 @@
         "output_cost_per_token_above_272k_tokens": 2.25e-05,
         "output_cost_per_token_flex": 7.5e-06,
         "output_cost_per_token_batches": 7.5e-06,
-        "output_cost_per_token_priority": 2.25e-05,
-        "output_cost_per_token_above_272k_tokens_priority": 3.375e-05,
+        "output_cost_per_token_priority": 3e-05,
         "supported_endpoints": [
             "/v1/chat/completions",
             "/v1/batch",
@@ -19041,13 +19286,11 @@
         "cache_read_input_token_cost_above_272k_tokens": 5e-07,
         "cache_read_input_token_cost_flex": 1.3e-07,
         "cache_read_input_token_cost_priority": 5e-07,
-        "cache_read_input_token_cost_above_272k_tokens_priority": 1e-06,
         "input_cost_per_token": 2.5e-06,
         "input_cost_per_token_above_272k_tokens": 5e-06,
         "input_cost_per_token_flex": 1.25e-06,
         "input_cost_per_token_batches": 1.25e-06,
         "input_cost_per_token_priority": 5e-06,
-        "input_cost_per_token_above_272k_tokens_priority": 1e-05,
         "litellm_provider": "openai",
         "max_input_tokens": 1050000,
         "max_output_tokens": 128000,
@@ -19057,8 +19300,7 @@
         "output_cost_per_token_above_272k_tokens": 2.25e-05,
         "output_cost_per_token_flex": 7.5e-06,
         "output_cost_per_token_batches": 7.5e-06,
-        "output_cost_per_token_priority": 2.25e-05,
-        "output_cost_per_token_above_272k_tokens_priority": 3.375e-05,
+        "output_cost_per_token_priority": 3e-05,
         "supported_endpoints": [
             "/v1/chat/completions",
             "/v1/batch",
@@ -19086,14 +19328,10 @@
     "gpt-5.4-pro": {
         "cache_read_input_token_cost": 3e-06,
         "cache_read_input_token_cost_above_272k_tokens": 6e-06,
-        "cache_read_input_token_cost_priority": 6e-06,
-        "cache_read_input_token_cost_above_272k_tokens_priority": 1.2e-05,
         "input_cost_per_token": 3e-05,
         "input_cost_per_token_above_272k_tokens": 6e-05,
         "input_cost_per_token_flex": 1.5e-05,
         "input_cost_per_token_batches": 1.5e-05,
-        "input_cost_per_token_priority": 6e-05,
-        "input_cost_per_token_above_272k_tokens_priority": 0.00012,
         "litellm_provider": "openai",
         "max_input_tokens": 1050000,
         "max_output_tokens": 128000,
@@ -19103,8 +19341,6 @@
         "output_cost_per_token_above_272k_tokens": 0.00027,
         "output_cost_per_token_flex": 9e-05,
         "output_cost_per_token_batches": 9e-05,
-        "output_cost_per_token_priority": 0.00027,
-        "output_cost_per_token_above_272k_tokens_priority": 0.000405,
         "supported_endpoints": [
             "/v1/responses",
             "/v1/batch"
@@ -19135,14 +19371,10 @@
     "gpt-5.4-pro-2026-03-05": {
         "cache_read_input_token_cost": 3e-06,
         "cache_read_input_token_cost_above_272k_tokens": 6e-06,
-        "cache_read_input_token_cost_priority": 6e-06,
-        "cache_read_input_token_cost_above_272k_tokens_priority": 1.2e-05,
         "input_cost_per_token": 3e-05,
         "input_cost_per_token_above_272k_tokens": 6e-05,
         "input_cost_per_token_flex": 1.5e-05,
         "input_cost_per_token_batches": 1.5e-05,
-        "input_cost_per_token_priority": 6e-05,
-        "input_cost_per_token_above_272k_tokens_priority": 0.00012,
         "litellm_provider": "openai",
         "max_input_tokens": 1050000,
         "max_output_tokens": 128000,
@@ -19152,8 +19384,6 @@
         "output_cost_per_token_above_272k_tokens": 0.00027,
         "output_cost_per_token_flex": 9e-05,
         "output_cost_per_token_batches": 9e-05,
-        "output_cost_per_token_priority": 0.00027,
-        "output_cost_per_token_above_272k_tokens_priority": 0.000405,
         "supported_endpoints": [
             "/v1/responses",
             "/v1/batch"
@@ -19183,11 +19413,13 @@
     },
     "gpt-5.4-mini": {
         "cache_read_input_token_cost": 7.5e-08,
-        "cache_read_input_token_cost_flex": 1e-08,
-        "cache_read_input_token_cost_batches": 3.8e-08,
+        "cache_read_input_token_cost_flex": 3.75e-08,
+        "cache_read_input_token_cost_batches": 3.75e-08,
+        "cache_read_input_token_cost_priority": 1.5e-07,
         "input_cost_per_token": 7.5e-07,
         "input_cost_per_token_flex": 3.75e-07,
         "input_cost_per_token_batches": 3.75e-07,
+        "input_cost_per_token_priority": 1.5e-06,
         "litellm_provider": "openai",
         "max_input_tokens": 272000,
         "max_output_tokens": 128000,
@@ -19196,6 +19428,7 @@
         "output_cost_per_token": 4.5e-06,
         "output_cost_per_token_flex": 2.25e-06,
         "output_cost_per_token_batches": 2.25e-06,
+        "output_cost_per_token_priority": 9e-06,
         "supported_endpoints": [
             "/v1/chat/completions",
             "/v1/batch",
@@ -26698,6 +26931,13 @@
         "supports_reasoning": false,
         "supports_function_calling": true
     },
+    "perplexity/anthropic/claude-opus-4-7": {
+        "litellm_provider": "perplexity",
+        "mode": "responses",
+        "supports_web_search": true,
+        "supports_reasoning": false,
+        "supports_function_calling": true
+    },
     "perplexity/anthropic/claude-opus-4-5": {
         "litellm_provider": "perplexity",
         "mode": "responses",
@@ -31060,7 +31300,8 @@
         "supports_response_schema": true,
         "supports_tool_choice": true,
         "supports_vision": true,
-        "tool_use_system_prompt_tokens": 346
+        "tool_use_system_prompt_tokens": 346,
+        "supports_max_reasoning_effort": true
     },
     "vertex_ai/claude-opus-4-6@default": {
         "cache_creation_input_token_cost": 6.25e-06,
@@ -31086,7 +31327,64 @@
         "supports_response_schema": true,
         "supports_tool_choice": true,
         "supports_vision": true,
-        "tool_use_system_prompt_tokens": 346
+        "tool_use_system_prompt_tokens": 346,
+        "supports_max_reasoning_effort": true
+    },
+    "vertex_ai/claude-opus-4-7": {
+        "cache_creation_input_token_cost": 6.25e-06,
+        "cache_read_input_token_cost": 5e-07,
+        "input_cost_per_token": 5e-06,
+        "litellm_provider": "vertex_ai-anthropic_models",
+        "max_input_tokens": 1000000,
+        "max_output_tokens": 128000,
+        "max_tokens": 128000,
+        "mode": "chat",
+        "output_cost_per_token": 2.5e-05,
+        "search_context_cost_per_query": {
+            "search_context_size_high": 0.01,
+            "search_context_size_low": 0.01,
+            "search_context_size_medium": 0.01
+        },
+        "supports_assistant_prefill": false,
+        "supports_computer_use": true,
+        "supports_function_calling": true,
+        "supports_pdf_input": true,
+        "supports_prompt_caching": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_tool_choice": true,
+        "supports_vision": true,
+        "supports_xhigh_reasoning_effort": true,
+        "tool_use_system_prompt_tokens": 346,
+        "supports_max_reasoning_effort": true
+    },
+    "vertex_ai/claude-opus-4-7@default": {
+        "cache_creation_input_token_cost": 6.25e-06,
+        "cache_read_input_token_cost": 5e-07,
+        "input_cost_per_token": 5e-06,
+        "litellm_provider": "vertex_ai-anthropic_models",
+        "max_input_tokens": 1000000,
+        "max_output_tokens": 128000,
+        "max_tokens": 128000,
+        "mode": "chat",
+        "output_cost_per_token": 2.5e-05,
+        "search_context_cost_per_query": {
+            "search_context_size_high": 0.01,
+            "search_context_size_low": 0.01,
+            "search_context_size_medium": 0.01
+        },
+        "supports_assistant_prefill": false,
+        "supports_computer_use": true,
+        "supports_function_calling": true,
+        "supports_pdf_input": true,
+        "supports_prompt_caching": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_tool_choice": true,
+        "supports_vision": true,
+        "supports_xhigh_reasoning_effort": true,
+        "tool_use_system_prompt_tokens": 346,
+        "supports_max_reasoning_effort": true
     },
     "vertex_ai/claude-sonnet-4-5": {
         "cache_creation_input_token_cost": 3.75e-06,
@@ -38251,4 +38549,4 @@
         "supports_native_structured_output": true,
         "supports_pdf_input": true
     }
-}
\ No newline at end of file
+}
diff --git a/litellm/setup_wizard.py b/litellm/setup_wizard.py
index 3718655b318..b2aa22f685f 100644
--- a/litellm/setup_wizard.py
+++ b/litellm/setup_wizard.py
@@ -52,11 +52,16 @@
     {
         "id": "anthropic",
         "name": "Anthropic",
-        "description": "Claude Opus 4.6, Sonnet 4.6, Haiku 4.5",
+        "description": "Claude Opus 4.7, Opus 4.6, Sonnet 4.6, Haiku 4.5",
         "env_key": "ANTHROPIC_API_KEY",
         "key_hint": "sk-ant-...",
         "test_model": "claude-haiku-4-5-20251001",
-        "models": ["claude-opus-4-6", "claude-sonnet-4-6", "claude-haiku-4-5-20251001"],
+        "models": [
+            "claude-opus-4-7",
+            "claude-opus-4-6",
+            "claude-sonnet-4-6",
+            "claude-haiku-4-5-20251001",
+        ],
     },
     {
         "id": "gemini",
diff --git a/model_prices_and_context_window.json b/model_prices_and_context_window.json
index c624736d6bf..754a48679b8 100644
--- a/model_prices_and_context_window.json
+++ b/model_prices_and_context_window.json
@@ -1005,7 +1005,8 @@
         "supports_tool_choice": true,
         "supports_vision": true,
         "tool_use_system_prompt_tokens": 346,
-        "supports_native_structured_output": true
+        "supports_native_structured_output": true,
+        "supports_max_reasoning_effort": true
     },
     "global.anthropic.claude-opus-4-6-v1": {
         "cache_creation_input_token_cost": 6.25e-06,
@@ -1032,7 +1033,8 @@
         "supports_tool_choice": true,
         "supports_vision": true,
         "tool_use_system_prompt_tokens": 346,
-        "supports_native_structured_output": true
+        "supports_native_structured_output": true,
+        "supports_max_reasoning_effort": true
     },
     "us.anthropic.claude-opus-4-6-v1": {
         "cache_creation_input_token_cost": 6.875e-06,
@@ -1059,7 +1061,8 @@
         "supports_tool_choice": true,
         "supports_vision": true,
         "tool_use_system_prompt_tokens": 346,
-        "supports_native_structured_output": true
+        "supports_native_structured_output": true,
+        "supports_max_reasoning_effort": true
     },
     "eu.anthropic.claude-opus-4-6-v1": {
         "cache_creation_input_token_cost": 6.875e-06,
@@ -1086,7 +1089,8 @@
         "supports_tool_choice": true,
         "supports_vision": true,
         "tool_use_system_prompt_tokens": 346,
-        "supports_native_structured_output": true
+        "supports_native_structured_output": true,
+        "supports_max_reasoning_effort": true
     },
     "au.anthropic.claude-opus-4-6-v1": {
         "cache_creation_input_token_cost": 6.875e-06,
@@ -1113,7 +1117,153 @@
         "supports_tool_choice": true,
         "supports_vision": true,
         "tool_use_system_prompt_tokens": 346,
-        "supports_native_structured_output": true
+        "supports_native_structured_output": true,
+        "supports_max_reasoning_effort": true
+    },
+    "anthropic.claude-opus-4-7-v1": {
+        "cache_creation_input_token_cost": 6.25e-06,
+        "cache_read_input_token_cost": 5e-07,
+        "input_cost_per_token": 5e-06,
+        "litellm_provider": "bedrock_converse",
+        "max_input_tokens": 1000000,
+        "max_output_tokens": 128000,
+        "max_tokens": 128000,
+        "mode": "chat",
+        "output_cost_per_token": 2.5e-05,
+        "search_context_cost_per_query": {
+            "search_context_size_high": 0.01,
+            "search_context_size_low": 0.01,
+            "search_context_size_medium": 0.01
+        },
+        "supports_assistant_prefill": false,
+        "supports_computer_use": true,
+        "supports_function_calling": true,
+        "supports_pdf_input": true,
+        "supports_prompt_caching": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_tool_choice": true,
+        "supports_vision": true,
+        "supports_xhigh_reasoning_effort": true,
+        "tool_use_system_prompt_tokens": 346,
+        "supports_native_structured_output": true,
+        "supports_max_reasoning_effort": true
+    },
+    "global.anthropic.claude-opus-4-7-v1": {
+        "cache_creation_input_token_cost": 6.25e-06,
+        "cache_read_input_token_cost": 5e-07,
+        "input_cost_per_token": 5e-06,
+        "litellm_provider": "bedrock_converse",
+        "max_input_tokens": 1000000,
+        "max_output_tokens": 128000,
+        "max_tokens": 128000,
+        "mode": "chat",
+        "output_cost_per_token": 2.5e-05,
+        "search_context_cost_per_query": {
+            "search_context_size_high": 0.01,
+            "search_context_size_low": 0.01,
+            "search_context_size_medium": 0.01
+        },
+        "supports_assistant_prefill": false,
+        "supports_computer_use": true,
+        "supports_function_calling": true,
+        "supports_pdf_input": true,
+        "supports_prompt_caching": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_tool_choice": true,
+        "supports_vision": true,
+        "supports_xhigh_reasoning_effort": true,
+        "tool_use_system_prompt_tokens": 346,
+        "supports_native_structured_output": true,
+        "supports_max_reasoning_effort": true
+    },
+    "us.anthropic.claude-opus-4-7-v1": {
+        "cache_creation_input_token_cost": 6.875e-06,
+        "cache_read_input_token_cost": 5.5e-07,
+        "input_cost_per_token": 5.5e-06,
+        "litellm_provider": "bedrock_converse",
+        "max_input_tokens": 1000000,
+        "max_output_tokens": 128000,
+        "max_tokens": 128000,
+        "mode": "chat",
+        "output_cost_per_token": 2.75e-05,
+        "search_context_cost_per_query": {
+            "search_context_size_high": 0.01,
+            "search_context_size_low": 0.01,
+            "search_context_size_medium": 0.01
+        },
+        "supports_assistant_prefill": false,
+        "supports_computer_use": true,
+        "supports_function_calling": true,
+        "supports_pdf_input": true,
+        "supports_prompt_caching": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_tool_choice": true,
+        "supports_vision": true,
+        "supports_xhigh_reasoning_effort": true,
+        "tool_use_system_prompt_tokens": 346,
+        "supports_native_structured_output": true,
+        "supports_max_reasoning_effort": true
+    },
+    "eu.anthropic.claude-opus-4-7-v1": {
+        "cache_creation_input_token_cost": 6.875e-06,
+        "cache_read_input_token_cost": 5.5e-07,
+        "input_cost_per_token": 5.5e-06,
+        "litellm_provider": "bedrock_converse",
+        "max_input_tokens": 1000000,
+        "max_output_tokens": 128000,
+        "max_tokens": 128000,
+        "mode": "chat",
+        "output_cost_per_token": 2.75e-05,
+        "search_context_cost_per_query": {
+            "search_context_size_high": 0.01,
+            "search_context_size_low": 0.01,
+            "search_context_size_medium": 0.01
+        },
+        "supports_assistant_prefill": false,
+        "supports_computer_use": true,
+        "supports_function_calling": true,
+        "supports_pdf_input": true,
+        "supports_prompt_caching": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_tool_choice": true,
+        "supports_vision": true,
+        "supports_xhigh_reasoning_effort": true,
+        "tool_use_system_prompt_tokens": 346,
+        "supports_native_structured_output": true,
+        "supports_max_reasoning_effort": true
+    },
+    "au.anthropic.claude-opus-4-7-v1": {
+        "cache_creation_input_token_cost": 6.875e-06,
+        "cache_read_input_token_cost": 5.5e-07,
+        "input_cost_per_token": 5.5e-06,
+        "litellm_provider": "bedrock_converse",
+        "max_input_tokens": 1000000,
+        "max_output_tokens": 128000,
+        "max_tokens": 128000,
+        "mode": "chat",
+        "output_cost_per_token": 2.75e-05,
+        "search_context_cost_per_query": {
+            "search_context_size_high": 0.01,
+            "search_context_size_low": 0.01,
+            "search_context_size_medium": 0.01
+        },
+        "supports_assistant_prefill": false,
+        "supports_computer_use": true,
+        "supports_function_calling": true,
+        "supports_pdf_input": true,
+        "supports_prompt_caching": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_tool_choice": true,
+        "supports_vision": true,
+        "supports_xhigh_reasoning_effort": true,
+        "tool_use_system_prompt_tokens": 346,
+        "supports_native_structured_output": true,
+        "supports_max_reasoning_effort": true
     },
     "anthropic.claude-sonnet-4-6": {
         "cache_creation_input_token_cost": 3.75e-06,
@@ -1765,7 +1915,37 @@
         "supports_response_schema": true,
         "supports_tool_choice": true,
         "supports_vision": true,
-        "tool_use_system_prompt_tokens": 159
+        "tool_use_system_prompt_tokens": 159,
+        "supports_max_reasoning_effort": true
+    },
+    "azure_ai/claude-opus-4-7": {
+        "input_cost_per_token": 5e-06,
+        "output_cost_per_token": 2.5e-05,
+        "litellm_provider": "azure_ai",
+        "max_input_tokens": 200000,
+        "max_output_tokens": 128000,
+        "max_tokens": 128000,
+        "mode": "chat",
+        "search_context_cost_per_query": {
+            "search_context_size_high": 0.01,
+            "search_context_size_low": 0.01,
+            "search_context_size_medium": 0.01
+        },
+        "cache_creation_input_token_cost": 6.25e-06,
+        "cache_creation_input_token_cost_above_1hr": 1e-05,
+        "cache_read_input_token_cost": 5e-07,
+        "supports_assistant_prefill": false,
+        "supports_computer_use": true,
+        "supports_function_calling": true,
+        "supports_pdf_input": true,
+        "supports_prompt_caching": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_tool_choice": true,
+        "supports_vision": true,
+        "supports_xhigh_reasoning_effort": true,
+        "tool_use_system_prompt_tokens": 159,
+        "supports_max_reasoning_effort": true
     },
     "azure_ai/claude-opus-4-1": {
         "cache_creation_input_token_cost": 1.875e-05,
@@ -8928,7 +9108,8 @@
         "provider_specific_entry": {
             "us": 1.1,
             "fast": 6.0
-        }
+        },
+        "supports_max_reasoning_effort": true
     },
     "claude-opus-4-6-20260205": {
         "cache_creation_input_token_cost": 6.25e-06,
@@ -8959,7 +9140,74 @@
         "provider_specific_entry": {
             "us": 1.1,
             "fast": 6.0
-        }
+        },
+        "supports_max_reasoning_effort": true
+    },
+    "claude-opus-4-7": {
+        "cache_creation_input_token_cost": 6.25e-06,
+        "cache_creation_input_token_cost_above_1hr": 1e-05,
+        "cache_read_input_token_cost": 5e-07,
+        "input_cost_per_token": 5e-06,
+        "litellm_provider": "anthropic",
+        "max_input_tokens": 1000000,
+        "max_output_tokens": 128000,
+        "max_tokens": 128000,
+        "mode": "chat",
+        "output_cost_per_token": 2.5e-05,
+        "search_context_cost_per_query": {
+            "search_context_size_high": 0.01,
+            "search_context_size_low": 0.01,
+            "search_context_size_medium": 0.01
+        },
+        "supports_assistant_prefill": false,
+        "supports_computer_use": true,
+        "supports_function_calling": true,
+        "supports_pdf_input": true,
+        "supports_prompt_caching": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_tool_choice": true,
+        "supports_vision": true,
+        "supports_xhigh_reasoning_effort": true,
+        "tool_use_system_prompt_tokens": 346,
+        "provider_specific_entry": {
+            "us": 1.1,
+            "fast": 6.0
+        },
+        "supports_max_reasoning_effort": true
+    },
+    "claude-opus-4-7-20260416": {
+        "cache_creation_input_token_cost": 6.25e-06,
+        "cache_creation_input_token_cost_above_1hr": 1e-05,
+        "cache_read_input_token_cost": 5e-07,
+        "input_cost_per_token": 5e-06,
+        "litellm_provider": "anthropic",
+        "max_input_tokens": 1000000,
+        "max_output_tokens": 128000,
+        "max_tokens": 128000,
+        "mode": "chat",
+        "output_cost_per_token": 2.5e-05,
+        "search_context_cost_per_query": {
+            "search_context_size_high": 0.01,
+            "search_context_size_low": 0.01,
+            "search_context_size_medium": 0.01
+        },
+        "supports_assistant_prefill": false,
+        "supports_computer_use": true,
+        "supports_function_calling": true,
+        "supports_pdf_input": true,
+        "supports_prompt_caching": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_tool_choice": true,
+        "supports_vision": true,
+        "supports_xhigh_reasoning_effort": true,
+        "tool_use_system_prompt_tokens": 346,
+        "provider_specific_entry": {
+            "us": 1.1,
+            "fast": 6.0
+        },
+        "supports_max_reasoning_effort": true
     },
     "claude-sonnet-4-20250514": {
         "deprecation_date": "2026-05-14",
@@ -26683,6 +26931,13 @@
         "supports_reasoning": false,
         "supports_function_calling": true
     },
+    "perplexity/anthropic/claude-opus-4-7": {
+        "litellm_provider": "perplexity",
+        "mode": "responses",
+        "supports_web_search": true,
+        "supports_reasoning": false,
+        "supports_function_calling": true
+    },
     "perplexity/anthropic/claude-opus-4-5": {
         "litellm_provider": "perplexity",
         "mode": "responses",
@@ -31045,7 +31300,8 @@
         "supports_response_schema": true,
         "supports_tool_choice": true,
         "supports_vision": true,
-        "tool_use_system_prompt_tokens": 346
+        "tool_use_system_prompt_tokens": 346,
+        "supports_max_reasoning_effort": true
     },
     "vertex_ai/claude-opus-4-6@default": {
         "cache_creation_input_token_cost": 6.25e-06,
@@ -31071,7 +31327,64 @@
         "supports_response_schema": true,
         "supports_tool_choice": true,
         "supports_vision": true,
-        "tool_use_system_prompt_tokens": 346
+        "tool_use_system_prompt_tokens": 346,
+        "supports_max_reasoning_effort": true
+    },
+    "vertex_ai/claude-opus-4-7": {
+        "cache_creation_input_token_cost": 6.25e-06,
+        "cache_read_input_token_cost": 5e-07,
+        "input_cost_per_token": 5e-06,
+        "litellm_provider": "vertex_ai-anthropic_models",
+        "max_input_tokens": 1000000,
+        "max_output_tokens": 128000,
+        "max_tokens": 128000,
+        "mode": "chat",
+        "output_cost_per_token": 2.5e-05,
+        "search_context_cost_per_query": {
+            "search_context_size_high": 0.01,
+            "search_context_size_low": 0.01,
+            "search_context_size_medium": 0.01
+        },
+        "supports_assistant_prefill": false,
+        "supports_computer_use": true,
+        "supports_function_calling": true,
+        "supports_pdf_input": true,
+        "supports_prompt_caching": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_tool_choice": true,
+        "supports_vision": true,
+        "supports_xhigh_reasoning_effort": true,
+        "tool_use_system_prompt_tokens": 346,
+        "supports_max_reasoning_effort": true
+    },
+    "vertex_ai/claude-opus-4-7@default": {
+        "cache_creation_input_token_cost": 6.25e-06,
+        "cache_read_input_token_cost": 5e-07,
+        "input_cost_per_token": 5e-06,
+        "litellm_provider": "vertex_ai-anthropic_models",
+        "max_input_tokens": 1000000,
+        "max_output_tokens": 128000,
+        "max_tokens": 128000,
+        "mode": "chat",
+        "output_cost_per_token": 2.5e-05,
+        "search_context_cost_per_query": {
+            "search_context_size_high": 0.01,
+            "search_context_size_low": 0.01,
+            "search_context_size_medium": 0.01
+        },
+        "supports_assistant_prefill": false,
+        "supports_computer_use": true,
+        "supports_function_calling": true,
+        "supports_pdf_input": true,
+        "supports_prompt_caching": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_tool_choice": true,
+        "supports_vision": true,
+        "supports_xhigh_reasoning_effort": true,
+        "tool_use_system_prompt_tokens": 346,
+        "supports_max_reasoning_effort": true
     },
     "vertex_ai/claude-sonnet-4-5": {
         "cache_creation_input_token_cost": 3.75e-06,
@@ -38236,4 +38549,4 @@
         "supports_native_structured_output": true,
         "supports_pdf_input": true
     }
-}
\ No newline at end of file
+}

From fb33daa09f00c6de2767736c3794b4b7fa4a5ec3 Mon Sep 17 00:00:00 2001
From: Sameer Kankute <sameer@berri.ai>
Date: Thu, 16 Apr 2026 21:11:07 +0530
Subject: [PATCH 2/7] opus 4.7 doesn't support tool search

---
 .../anthropic_claude3_transformation.py                  | 9 ++++-----
 1 file changed, 4 insertions(+), 5 deletions(-)

diff --git a/litellm/llms/bedrock/messages/invoke_transformations/anthropic_claude3_transformation.py b/litellm/llms/bedrock/messages/invoke_transformations/anthropic_claude3_transformation.py
index eb7e00876a6..43dcb87c4d3 100644
--- a/litellm/llms/bedrock/messages/invoke_transformations/anthropic_claude3_transformation.py
+++ b/litellm/llms/bedrock/messages/invoke_transformations/anthropic_claude3_transformation.py
@@ -285,11 +285,10 @@ def _supports_tool_search_on_bedrock(self, model: str) -> bool:
             "sonnet_4.6",
             "sonnet-4-6",
             "sonnet_4_6",
-            # Opus 4.7
-            "opus-4.7",
-            "opus_4.7",
-            "opus-4-7",
-            "opus_4_7",
+            # NOTE: Opus 4.7 on Bedrock does not support server-side tool search
+            # as of launch (2026-04-16). Bedrock rejects the tool type with:
+            # "tool type 'tool_search_tool_..._20251119' is not supported for this model".
+            # Re-add the opus-4.7 patterns here once AWS announces support.
         ]
 
         return any(pattern in model_lower for pattern in supported_patterns)

From 607412defb25cd978b7bfe2930b7e4c02c4cd1dd Mon Sep 17 00:00:00 2001
From: Sameer Kankute <sameer@berri.ai>
Date: Thu, 16 Apr 2026 09:06:57 +0530
Subject: [PATCH 3/7] feat(bedrock): inject thinking for clear_thinking
 context_management on Messages API

Bedrock rejects clear_thinking_20251015 unless thinking is enabled or adaptive.
Inject minimal extended thinking and interleaved-thinking beta when Claude Code
sends context_management without thinking. Adds unit tests.

Made-with: Cursor
---
 .../anthropic_claude3_transformation.py       | 76 +++++++++++++++++++
 .../test_anthropic_claude3_transformation.py  | 53 +++++++++++++
 2 files changed, 129 insertions(+)

diff --git a/litellm/llms/bedrock/messages/invoke_transformations/anthropic_claude3_transformation.py b/litellm/llms/bedrock/messages/invoke_transformations/anthropic_claude3_transformation.py
index 43dcb87c4d3..239c666887b 100644
--- a/litellm/llms/bedrock/messages/invoke_transformations/anthropic_claude3_transformation.py
+++ b/litellm/llms/bedrock/messages/invoke_transformations/anthropic_claude3_transformation.py
@@ -13,6 +13,8 @@
 import httpx
 
 from litellm.anthropic_beta_headers_manager import filter_and_transform_beta_headers
+from litellm.constants import BEDROCK_MIN_THINKING_BUDGET_TOKENS
+from litellm.litellm_core_utils.litellm_logging import verbose_logger
 from litellm.llms.anthropic.common_utils import AnthropicModelInfo
 from litellm.llms.anthropic.experimental_pass_through.messages.transformation import (
     AnthropicMessagesConfig,
@@ -213,6 +215,70 @@ def _supports_extended_thinking_on_bedrock(self, model: str) -> bool:
 
         return any(pattern in model_lower for pattern in supported_patterns)
 
+    def _ensure_thinking_for_clear_thinking_context_management(
+        self,
+        anthropic_messages_request: Dict,
+        model: str,
+    ) -> bool:
+        """
+        Bedrock rejects ``clear_thinking_20251015`` context-management edits unless
+        extended thinking is ``enabled`` or ``adaptive``. Claude Code often sends
+        context management without a top-level ``thinking`` field.
+
+        When we detect that edit type on a model that supports extended thinking on
+        Bedrock, inject a minimal ``thinking`` config so the request succeeds.
+
+        Returns:
+            True if ``thinking`` was added or upgraded for this fix (caller may
+            need to add the interleaved-thinking beta header).
+        """
+        cm = anthropic_messages_request.get("context_management")
+        if not isinstance(cm, dict):
+            return False
+        edits = cm.get("edits")
+        if not isinstance(edits, list):
+            return False
+        needs_thinking = any(
+            isinstance(e, dict) and e.get("type") == "clear_thinking_20251015"
+            for e in edits
+        )
+        if not needs_thinking:
+            return False
+        if not self._supports_extended_thinking_on_bedrock(model):
+            return False
+
+        thinking = anthropic_messages_request.get("thinking")
+        if isinstance(thinking, dict):
+            t = thinking.get("type")
+            if t in ("enabled", "adaptive"):
+                return False
+            # ``disabled`` or unknown — replace with enabled so clear_thinking is valid
+            verbose_logger.debug(
+                "Bedrock clear_thinking_20251015: replacing thinking=%s with minimal enabled thinking",
+                thinking,
+            )
+
+        max_tokens = anthropic_messages_request.get("max_tokens")
+        budget = BEDROCK_MIN_THINKING_BUDGET_TOKENS
+        if isinstance(max_tokens, int) and max_tokens <= budget:
+            verbose_logger.warning(
+                "Bedrock clear_thinking_20251015: max_tokens=%s is not greater than "
+                "minimum thinking budget (%s); cannot inject thinking safely",
+                max_tokens,
+                budget,
+            )
+            return False
+
+        anthropic_messages_request["thinking"] = {
+            "type": "enabled",
+            "budget_tokens": budget,
+        }
+        verbose_logger.debug(
+            "Bedrock clear_thinking_20251015: injected thinking with budget_tokens=%s",
+            budget,
+        )
+        return True
+
     def _is_claude_opus_4_5(self, model: str) -> bool:
         """
         Check if the model is Claude Opus 4.5.
@@ -414,6 +480,13 @@ def transform_anthropic_messages_request(
         if "model" in anthropic_messages_request:
             anthropic_messages_request.pop("model", None)
 
+        injected_thinking_for_clear_thinking = (
+            self._ensure_thinking_for_clear_thinking_context_management(
+                anthropic_messages_request=anthropic_messages_request,
+                model=model,
+            )
+        )
+
         # 4. Remove `ttl` field from cache_control in messages (Bedrock doesn't support it for older models)
         self._remove_ttl_from_cache_control(
             anthropic_messages_request=anthropic_messages_request, model=model
@@ -463,6 +536,9 @@ def transform_anthropic_messages_request(
         )
         beta_set.update(auto_betas)
 
+        if injected_thinking_for_clear_thinking:
+            beta_set.add("interleaved-thinking-2025-05-14")
+
         self._get_tool_search_beta_header_for_bedrock(
             model=model,
             tool_search_used=tool_search_used,
diff --git a/tests/test_litellm/llms/bedrock/messages/invoke_transformations/test_anthropic_claude3_transformation.py b/tests/test_litellm/llms/bedrock/messages/invoke_transformations/test_anthropic_claude3_transformation.py
index f0186f7891f..6b8a4086ef9 100644
--- a/tests/test_litellm/llms/bedrock/messages/invoke_transformations/test_anthropic_claude3_transformation.py
+++ b/tests/test_litellm/llms/bedrock/messages/invoke_transformations/test_anthropic_claude3_transformation.py
@@ -18,6 +18,7 @@
     normalize_tool_input_schema_types_for_bedrock_invoke,
     remove_custom_field_from_tools,
 )
+from litellm.constants import BEDROCK_MIN_THINKING_BUDGET_TOKENS
 from litellm.llms.bedrock.messages.invoke_transformations.anthropic_claude3_transformation import (
     AmazonAnthropicClaudeMessagesConfig,
     AmazonAnthropicClaudeMessagesStreamDecoder,
@@ -384,6 +385,58 @@ def test_bedrock_invoke_messages_transform_adds_name_when_tool_missing_name():
     assert result["tools"][0]["name"] == "litellm_unnamed_tool_0"
 
 
+def test_bedrock_invoke_messages_injects_thinking_for_clear_thinking_context_management():
+    """
+    Bedrock requires extended thinking when ``clear_thinking_20251015`` appears in
+    ``context_management`` (Claude Code sends CM without ``thinking``).
+    """
+    from litellm.types.router import GenericLiteLLMParams
+
+    cfg = AmazonAnthropicClaudeMessagesConfig()
+    optional_params = {
+        "max_tokens": 32000,
+        "stream": False,
+        "context_management": {
+            "edits": [{"type": "clear_thinking_20251015", "keep": "all"}]
+        },
+    }
+    result = cfg.transform_anthropic_messages_request(
+        model="global.anthropic.claude-sonnet-4-6-v1:0",
+        messages=[{"role": "user", "content": "hi"}],
+        anthropic_messages_optional_request_params=copy.deepcopy(optional_params),
+        litellm_params=GenericLiteLLMParams(),
+        headers={},
+    )
+    assert result["thinking"]["type"] == "enabled"
+    assert result["thinking"]["budget_tokens"] == BEDROCK_MIN_THINKING_BUDGET_TOKENS
+    betas = result.get("anthropic_beta") or []
+    assert "interleaved-thinking-2025-05-14" in betas
+
+
+def test_bedrock_invoke_messages_skips_thinking_injection_when_already_enabled():
+    from litellm.types.router import GenericLiteLLMParams
+
+    cfg = AmazonAnthropicClaudeMessagesConfig()
+    optional_params = {
+        "max_tokens": 32000,
+        "stream": False,
+        "thinking": {"type": "enabled", "budget_tokens": 2048},
+        "context_management": {
+            "edits": [{"type": "clear_thinking_20251015", "keep": "all"}]
+        },
+    }
+    result = cfg.transform_anthropic_messages_request(
+        model="global.anthropic.claude-sonnet-4-6-v1:0",
+        messages=[{"role": "user", "content": "hi"}],
+        anthropic_messages_optional_request_params=copy.deepcopy(optional_params),
+        litellm_params=GenericLiteLLMParams(),
+        headers={},
+    )
+    assert result["thinking"]["budget_tokens"] == 2048
+    betas = result.get("anthropic_beta") or []
+    assert "interleaved-thinking-2025-05-14" not in betas
+
+
 def test_bedrock_invoke_messages_transform_converts_custom_tool_schema_type_to_object():
     """
     End-to-end: AmazonAnthropicClaudeMessagesConfig must emit Bedrock Invoke bodies

From a9ff4c69919731185c297cd17f50fe28f48f16c8 Mon Sep 17 00:00:00 2001
From: Sameer Kankute <sameer@berri.ai>
Date: Thu, 16 Apr 2026 21:20:48 +0530
Subject: [PATCH 4/7] Fix add leagcy support for claude code

---
 .../messages/transformation.py                | 35 +++++++++++++++++++
 1 file changed, 35 insertions(+)

diff --git a/litellm/llms/anthropic/experimental_pass_through/messages/transformation.py b/litellm/llms/anthropic/experimental_pass_through/messages/transformation.py
index 46af1f7fbd1..7617ad52ab1 100644
--- a/litellm/llms/anthropic/experimental_pass_through/messages/transformation.py
+++ b/litellm/llms/anthropic/experimental_pass_through/messages/transformation.py
@@ -166,6 +166,36 @@ def validate_anthropic_messages_environment(
 
         return headers, api_base
 
+    @staticmethod
+    def _translate_legacy_thinking_for_adaptive_model(
+        model: str, optional_params: Dict
+    ) -> None:
+        """Translate legacy ``thinking.type=enabled`` to adaptive for 4.6/4.7.
+        Caller-provided ``output_config.effort`` is never overridden.
+        """
+        if not AnthropicModelInfo._is_adaptive_thinking_model(model):
+            return
+        thinking = optional_params.get("thinking")
+        if not isinstance(thinking, dict) or thinking.get("type") != "enabled":
+            return
+
+        budget = int(thinking.get("budget_tokens") or 0)
+        if budget >= 24000:
+            effort = "xhigh"
+        elif budget >= 10000:
+            effort = "high"
+        elif budget >= 5000:
+            effort = "medium"
+        else:
+            effort = "low"
+
+        optional_params["thinking"] = {"type": "adaptive"}
+        existing_output_config = optional_params.get("output_config")
+        if not isinstance(existing_output_config, dict):
+            existing_output_config = {}
+        existing_output_config.setdefault("effort", effort)
+        optional_params["output_config"] = existing_output_config
+
     def transform_anthropic_messages_request(
         self,
         model: str,
@@ -187,6 +217,11 @@ def transform_anthropic_messages_request(
                 status_code=400,
             )
 
+        self._translate_legacy_thinking_for_adaptive_model(
+            model=model,
+            optional_params=anthropic_messages_optional_request_params,
+        )
+
         # Filter out x-anthropic-billing-header from system messages
         system_param = anthropic_messages_optional_request_params.get("system")
         if system_param is not None:

From b3d5ff577461d7a25098815c8fa7bce5735ba5b5 Mon Sep 17 00:00:00 2001
From: Sameer Kankute <sameer@berri.ai>
Date: Thu, 16 Apr 2026 21:45:31 +0530
Subject: [PATCH 5/7] Fix tests + add docs

---
 docs/my-website/blog/claude_opus_4_7/index.md | 367 ++++++++++++++++++
 litellm/anthropic_beta_headers_config.json    |   8 +-
 litellm/llms/anthropic/chat/transformation.py |  17 +-
 .../test_anthropic_claude3_transformation.py  |   5 +-
 tests/test_litellm/test_utils.py              |   1 +
 5 files changed, 388 insertions(+), 10 deletions(-)
 create mode 100644 docs/my-website/blog/claude_opus_4_7/index.md

diff --git a/docs/my-website/blog/claude_opus_4_7/index.md b/docs/my-website/blog/claude_opus_4_7/index.md
new file mode 100644
index 00000000000..16b4275e3ad
--- /dev/null
+++ b/docs/my-website/blog/claude_opus_4_7/index.md
@@ -0,0 +1,367 @@
+---
+slug: claude_opus_4_7
+title: "Day 0 Support: Claude Opus 4.7"
+date: 2026-04-16T10:00:00
+authors:
+  - sameer
+  - ishaan-alt
+  - krrish
+description: "Day 0 support for Claude Opus 4.7 on LiteLLM AI Gateway - use across Anthropic, Azure, Vertex AI, and Bedrock."
+tags: [anthropic, claude, opus 4.7]
+hide_table_of_contents: false
+---
+
+import Tabs from '@theme/Tabs';
+import TabItem from '@theme/TabItem';
+
+LiteLLM now supports [Claude Opus 4.7](https://www.anthropic.com/news/claude-opus-4-7) on Day 0. Use it across Anthropic, Azure, Vertex AI, and Bedrock through the LiteLLM AI Gateway.
+
+{/* truncate */}
+
+## Docker Image
+
+```bash
+docker pull ghcr.io/berriai/litellm:litellm_stable_release_branch-v1.82.0-stable.opus-4-7
+```
+
+## Usage - Anthropic
+
+<Tabs>
+<TabItem value="proxy" label="LiteLLM Proxy">
+
+**1. Setup config.yaml**
+
+```yaml
+model_list:
+  - model_name: claude-opus-4-7
+    litellm_params:
+      model: anthropic/claude-opus-4-7
+      api_key: os.environ/ANTHROPIC_API_KEY
+```
+
+**2. Start the proxy**
+
+```bash
+docker run -d \
+  -p 4000:4000 \
+  -e ANTHROPIC_API_KEY=$ANTHROPIC_API_KEY \
+  -v $(pwd)/config.yaml:/app/config.yaml \
+  ghcr.io/berriai/litellm:litellm_stable_release_branch-v1.82.0-stable.opus-4-7 \
+  --config /app/config.yaml
+```
+
+**3. Test it!**
+
+```bash
+curl --location 'http://0.0.0.0:4000/chat/completions' \
+--header 'Content-Type: application/json' \
+--header 'Authorization: Bearer $LITELLM_KEY' \
+--data '{
+  "model": "claude-opus-4-7",
+  "messages": [
+    {
+      "role": "user",
+      "content": "what llm are you"
+    }
+  ]
+}'
+```
+
+</TabItem>
+</Tabs>
+
+## Usage - Azure
+
+<Tabs>
+<TabItem value="proxy" label="LiteLLM Proxy">
+
+**1. Setup config.yaml**
+
+```yaml
+model_list:
+  - model_name: claude-opus-4-7
+    litellm_params:
+      model: azure_ai/claude-opus-4-7
+      api_key: os.environ/AZURE_AI_API_KEY
+      api_base: os.environ/AZURE_AI_API_BASE  # https://<resource>.services.ai.azure.com
+```
+
+**2. Start the proxy**
+
+```bash
+docker run -d \
+  -p 4000:4000 \
+  -e AZURE_AI_API_KEY=$AZURE_AI_API_KEY \
+  -e AZURE_AI_API_BASE=$AZURE_AI_API_BASE \
+  -v $(pwd)/config.yaml:/app/config.yaml \
+  ghcr.io/berriai/litellm:litellm_stable_release_branch-v1.82.0-stable.opus-4-7 \
+  --config /app/config.yaml
+```
+
+**3. Test it!**
+
+```bash
+curl --location 'http://0.0.0.0:4000/chat/completions' \
+--header 'Content-Type: application/json' \
+--header 'Authorization: Bearer $LITELLM_KEY' \
+--data '{
+  "model": "claude-opus-4-7",
+  "messages": [
+    {
+      "role": "user",
+      "content": "what llm are you"
+    }
+  ]
+}'
+```
+
+</TabItem>
+</Tabs>
+
+## Usage - Vertex AI
+
+<Tabs>
+<TabItem value="proxy" label="LiteLLM Proxy">
+
+**1. Setup config.yaml**
+
+```yaml
+model_list:
+  - model_name: claude-opus-4-7
+    litellm_params:
+      model: vertex_ai/claude-opus-4-7
+      vertex_project: os.environ/VERTEX_PROJECT
+      vertex_location: us-east5
+```
+
+**2. Start the proxy**
+
+```bash
+docker run -d \
+  -p 4000:4000 \
+  -e VERTEX_PROJECT=$VERTEX_PROJECT \
+  -e GOOGLE_APPLICATION_CREDENTIALS=/app/credentials.json \
+  -v $(pwd)/config.yaml:/app/config.yaml \
+  -v $(pwd)/credentials.json:/app/credentials.json \
+  ghcr.io/berriai/litellm:litellm_stable_release_branch-v1.82.0-stable.opus-4-7 \
+  --config /app/config.yaml
+```
+
+**3. Test it!**
+
+```bash
+curl --location 'http://0.0.0.0:4000/chat/completions' \
+--header 'Content-Type: application/json' \
+--header 'Authorization: Bearer $LITELLM_KEY' \
+--data '{
+  "model": "claude-opus-4-7",
+  "messages": [
+    {
+      "role": "user",
+      "content": "what llm are you"
+    }
+  ]
+}'
+```
+
+</TabItem>
+</Tabs>
+
+## Usage - Bedrock
+
+<Tabs>
+<TabItem value="proxy" label="LiteLLM Proxy">
+
+**1. Setup config.yaml**
+
+```yaml
+model_list:
+  - model_name: claude-opus-4-7
+    litellm_params:
+      model: bedrock/anthropic.claude-opus-4-7-v1
+      aws_access_key_id: os.environ/AWS_ACCESS_KEY_ID
+      aws_secret_access_key: os.environ/AWS_SECRET_ACCESS_KEY
+      aws_region_name: us-east-1
+```
+
+**2. Start the proxy**
+
+```bash
+docker run -d \
+  -p 4000:4000 \
+  -e AWS_ACCESS_KEY_ID=$AWS_ACCESS_KEY_ID \
+  -e AWS_SECRET_ACCESS_KEY=$AWS_SECRET_ACCESS_KEY \
+  -v $(pwd)/config.yaml:/app/config.yaml \
+  ghcr.io/berriai/litellm:litellm_stable_release_branch-v1.82.0-stable.opus-4-7 \
+  --config /app/config.yaml
+```
+
+**3. Test it!**
+
+```bash
+curl --location 'http://0.0.0.0:4000/chat/completions' \
+--header 'Content-Type: application/json' \
+--header 'Authorization: Bearer $LITELLM_KEY' \
+--data '{
+  "model": "claude-opus-4-7",
+  "messages": [
+    {
+      "role": "user",
+      "content": "what llm are you"
+    }
+  ]
+}'
+```
+
+</TabItem>
+</Tabs>
+
+## Advanced Features
+
+### Adaptive Thinking
+
+:::note
+When using `reasoning_effort` with Claude Opus 4.7, all values (`low`, `medium`, `high`, `xhigh`, `max`) are mapped to `thinking: {type: "adaptive"}`. To use explicit thinking budgets with `type: "enabled"`, pass the native `thinking` parameter directly.
+:::
+
+<Tabs>
+<TabItem value="completions" label="/chat/completions">
+
+LiteLLM supports adaptive thinking through the `reasoning_effort` parameter:
+
+```bash
+curl --location 'http://0.0.0.0:4000/chat/completions' \
+--header 'Content-Type: application/json' \
+--header 'Authorization: Bearer $LITELLM_KEY' \
+--data '{
+  "model": "claude-opus-4-7",
+  "messages": [
+    {
+      "role": "user",
+      "content": "Solve this complex problem: What is the optimal strategy for..."
+    }
+  ],
+  "reasoning_effort": "high"
+}'
+```
+
+</TabItem>
+<TabItem value="messages" label="/v1/messages">
+
+Use the `thinking` parameter with `type: "adaptive"` to enable adaptive thinking mode:
+
+```bash
+curl --location 'http://0.0.0.0:4000/v1/messages' \
+--header 'x-api-key: sk-12345' \
+--header 'content-type: application/json' \
+--data '{
+    "model": "claude-opus-4-7",
+    "max_tokens": 16000,
+    "thinking": {
+        "type": "adaptive"
+    },
+    "messages": [
+        {
+            "role": "user",
+            "content": "Explain why the sum of two even numbers is always even."
+        }
+    ]
+}'
+```
+
+</TabItem>
+</Tabs>
+
+### Effort Levels
+
+Claude Opus 4.7 supports five effort levels: `low`, `medium`, `high` (default), `xhigh`, and `max`. These give you finer-grained control over how much reasoning the model applies to a task. Pass the effort level via the `output_config` parameter.
+
+`xhigh` is a new effort level introduced with Opus 4.7 that sits between `high` and `max`. `max` is available on Claude Opus 4.6 and 4.7 only.
+
+<Tabs>
+<TabItem value="completions" label="/chat/completions">
+
+```bash
+curl --location 'http://0.0.0.0:4000/chat/completions' \
+--header 'Content-Type: application/json' \
+--header 'Authorization: Bearer $LITELLM_KEY' \
+--data '{
+  "model": "claude-opus-4-7",
+  "messages": [
+    {
+      "role": "user",
+      "content": "Explain quantum computing"
+    }
+  ],
+  "output_config": {
+    "effort": "max"
+  }
+}'
+```
+
+**Using OpenAI SDK:**
+
+```python
+import openai
+
+client = openai.OpenAI(
+    api_key="your-litellm-key",
+    base_url="http://0.0.0.0:4000"
+)
+
+response = client.chat.completions.create(
+    model="claude-opus-4-7",
+    messages=[{"role": "user", "content": "Explain quantum computing"}],
+    extra_body={"output_config": {"effort": "max"}}
+)
+```
+
+**Using LiteLLM SDK:**
+
+```python
+from litellm import completion
+
+response = completion(
+    model="anthropic/claude-opus-4-7",
+    messages=[{"role": "user", "content": "Explain quantum computing"}],
+    output_config={"effort": "max"},
+)
+```
+
+You can combine `reasoning_effort` with `output_config` for even more fine-grained control over the model's behavior.
+
+</TabItem>
+<TabItem value="messages" label="/v1/messages">
+
+```bash
+curl --location 'http://0.0.0.0:4000/v1/messages' \
+--header 'x-api-key: sk-12345' \
+--header 'content-type: application/json' \
+--data '{
+    "model": "claude-opus-4-7",
+    "max_tokens": 4096,
+    "messages": [
+        {
+            "role": "user",
+            "content": "Explain quantum computing"
+        }
+    ],
+    "output_config": {
+        "effort": "max"
+    }
+}'
+```
+
+</TabItem>
+</Tabs>
+
+**Effort level guide:**
+
+| Effort | When to use |
+|--------|-------------|
+| `low` | Short, fast responses — simple lookups, formatting, classification |
+| `medium` | Balanced tradeoff for everyday Q&A and light reasoning |
+| `high` (default) | Complex reasoning, code generation, analysis |
+| `xhigh` | Harder reasoning than `high` when `max` is overkill — tough debugging, non-trivial planning |
+| `max` | Hardest problems — multi-step math, deep research, agentic planning (Opus 4.6 and 4.7 only) |
+
diff --git a/litellm/anthropic_beta_headers_config.json b/litellm/anthropic_beta_headers_config.json
index 7dd5975b7bb..662b62cf205 100644
--- a/litellm/anthropic_beta_headers_config.json
+++ b/litellm/anthropic_beta_headers_config.json
@@ -71,12 +71,12 @@
     "computer-use-2025-01-24": "computer-use-2025-01-24",
     "computer-use-2025-11-24": "computer-use-2025-11-24",
     "context-1m-2025-08-07": "context-1m-2025-08-07",
-    "context-management-2025-06-27": "context-management-2025-06-27",
+    "context-management-2025-06-27": null,
     "effort-2025-11-24": null,
     "fast-mode-2026-02-01": null,
     "files-api-2025-04-14": null,
     "fine-grained-tool-streaming-2025-05-14": null,
-    "interleaved-thinking-2025-05-14": "interleaved-thinking-2025-05-14",
+    "interleaved-thinking-2025-05-14": null,
     "mcp-client-2025-11-20": null,
     "mcp-client-2025-04-04": null,
     "mcp-servers-2025-12-04": null,
@@ -102,12 +102,12 @@
     "computer-use-2025-01-24": "computer-use-2025-01-24",
     "computer-use-2025-11-24": "computer-use-2025-11-24",
     "context-1m-2025-08-07": "context-1m-2025-08-07",
-    "context-management-2025-06-27": "context-management-2025-06-27",
+    "context-management-2025-06-27": null,
     "effort-2025-11-24": null,
     "fast-mode-2026-02-01": null,
     "files-api-2025-04-14": null,
     "fine-grained-tool-streaming-2025-05-14": null,
-    "interleaved-thinking-2025-05-14": "interleaved-thinking-2025-05-14",
+    "interleaved-thinking-2025-05-14": null,
     "mcp-client-2025-11-20": null,
     "mcp-client-2025-04-04": null,
     "mcp-servers-2025-12-04": null,
diff --git a/litellm/llms/anthropic/chat/transformation.py b/litellm/llms/anthropic/chat/transformation.py
index fcb87c721b1..eca41b3c8d3 100644
--- a/litellm/llms/anthropic/chat/transformation.py
+++ b/litellm/llms/anthropic/chat/transformation.py
@@ -1534,13 +1534,20 @@ def _apply_output_config(
                 f"Invalid effort value: {effort}. Must be one of: "
                 f"'high', 'medium', 'low', 'xhigh', 'max'"
             )
-        # xhigh / max are opt-in effort levels; gate them on the model map
-        # capability flag (``supports_xhigh_reasoning_effort`` / ``supports_max_reasoning_effort``).
-        if effort in ("xhigh", "max") and not self._supports_effort_level(
-            model, effort
+        # ``max`` is Claude Opus 4.6 and 4.7 only (not Sonnet 4.6, not Opus 4.5).
+        # Keep this hardcoded so the error message is specific and stable.
+        if effort == "max" and not (
+            self._is_opus_4_6_model(model) or self._is_opus_4_7_model(model)
         ):
             raise ValueError(
-                f"effort={effort!r} is not supported by this model. Got model: {model}"
+                f"effort='max' is only supported by Claude Opus 4.6 and 4.7. "
+                f"Got model: {model}"
+            )
+        # ``xhigh`` is data-driven via ``supports_xhigh_reasoning_effort`` so
+        # enabling it for a new model is a pure model-map change.
+        if effort == "xhigh" and not self._supports_effort_level(model, "xhigh"):
+            raise ValueError(
+                f"effort='xhigh' is not supported by this model. Got model: {model}"
             )
         data["output_config"] = output_config
 
diff --git a/tests/test_litellm/llms/bedrock/messages/invoke_transformations/test_anthropic_claude3_transformation.py b/tests/test_litellm/llms/bedrock/messages/invoke_transformations/test_anthropic_claude3_transformation.py
index 6b8a4086ef9..a76c4118214 100644
--- a/tests/test_litellm/llms/bedrock/messages/invoke_transformations/test_anthropic_claude3_transformation.py
+++ b/tests/test_litellm/llms/bedrock/messages/invoke_transformations/test_anthropic_claude3_transformation.py
@@ -432,7 +432,10 @@ def test_bedrock_invoke_messages_skips_thinking_injection_when_already_enabled()
         litellm_params=GenericLiteLLMParams(),
         headers={},
     )
-    assert result["thinking"]["budget_tokens"] == 2048
+    # Claude 4.6/4.7 reject ``thinking.type=enabled``; legacy ``enabled`` is
+    # translated to ``adaptive`` (budget_tokens => output_config.effort) and the
+    # pre-4.6 ``interleaved-thinking-2025-05-14`` beta must not be attached.
+    assert result["thinking"]["type"] == "adaptive"
     betas = result.get("anthropic_beta") or []
     assert "interleaved-thinking-2025-05-14" not in betas
 
diff --git a/tests/test_litellm/test_utils.py b/tests/test_litellm/test_utils.py
index 0acbe901300..67b62696196 100644
--- a/tests/test_litellm/test_utils.py
+++ b/tests/test_litellm/test_utils.py
@@ -771,6 +771,7 @@ def test_aaamodel_prices_and_context_window_json_is_valid():
                 "supports_minimal_reasoning_effort": {"type": "boolean"},
                 "supports_none_reasoning_effort": {"type": "boolean"},
                 "supports_xhigh_reasoning_effort": {"type": "boolean"},
+                "supports_max_reasoning_effort": {"type": "boolean"},
                 "supports_service_tier": {"type": "boolean"},
                 "supports_preset": {"type": "boolean"},
                 "tool_use_system_prompt_tokens": {"type": "number"},

From f94c8dda82498ac382b5a8eb23aae07ed9244898 Mon Sep 17 00:00:00 2001
From: Sameer Kankute <sameer@berri.ai>
Date: Thu, 16 Apr 2026 21:47:58 +0530
Subject: [PATCH 6/7] Fix model names

---
 docs/my-website/blog/claude_opus_4_7/index.md       |  2 +-
 litellm/constants.py                                |  3 +--
 litellm/model_prices_and_context_window_backup.json | 10 +++++-----
 model_prices_and_context_window.json                | 10 +++++-----
 4 files changed, 12 insertions(+), 13 deletions(-)

diff --git a/docs/my-website/blog/claude_opus_4_7/index.md b/docs/my-website/blog/claude_opus_4_7/index.md
index 16b4275e3ad..17c45e58de4 100644
--- a/docs/my-website/blog/claude_opus_4_7/index.md
+++ b/docs/my-website/blog/claude_opus_4_7/index.md
@@ -178,7 +178,7 @@ curl --location 'http://0.0.0.0:4000/chat/completions' \
 model_list:
   - model_name: claude-opus-4-7
     litellm_params:
-      model: bedrock/anthropic.claude-opus-4-7-v1
+      model: bedrock/anthropic.claude-opus-4-7
       aws_access_key_id: os.environ/AWS_ACCESS_KEY_ID
       aws_secret_access_key: os.environ/AWS_SECRET_ACCESS_KEY
       aws_region_name: us-east-1
diff --git a/litellm/constants.py b/litellm/constants.py
index 231c4bbeca2..4d182b873cb 100644
--- a/litellm/constants.py
+++ b/litellm/constants.py
@@ -1113,8 +1113,7 @@
     "openai.gpt-oss-120b-1:0",
     "anthropic.claude-haiku-4-5-20251001-v1:0",
     "anthropic.claude-sonnet-4-5-20250929-v1:0",
-    "anthropic.claude-opus-4-7-v1:0",
-    "anthropic.claude-opus-4-7-v1",
+    "anthropic.claude-opus-4-7",
     "anthropic.claude-opus-4-6-v1:0",
     "anthropic.claude-opus-4-6-v1",
     "anthropic.claude-sonnet-4-6",
diff --git a/litellm/model_prices_and_context_window_backup.json b/litellm/model_prices_and_context_window_backup.json
index 754a48679b8..98e79e11371 100644
--- a/litellm/model_prices_and_context_window_backup.json
+++ b/litellm/model_prices_and_context_window_backup.json
@@ -1120,7 +1120,7 @@
         "supports_native_structured_output": true,
         "supports_max_reasoning_effort": true
     },
-    "anthropic.claude-opus-4-7-v1": {
+    "anthropic.claude-opus-4-7": {
         "cache_creation_input_token_cost": 6.25e-06,
         "cache_read_input_token_cost": 5e-07,
         "input_cost_per_token": 5e-06,
@@ -1149,7 +1149,7 @@
         "supports_native_structured_output": true,
         "supports_max_reasoning_effort": true
     },
-    "global.anthropic.claude-opus-4-7-v1": {
+    "global.anthropic.claude-opus-4-7": {
         "cache_creation_input_token_cost": 6.25e-06,
         "cache_read_input_token_cost": 5e-07,
         "input_cost_per_token": 5e-06,
@@ -1178,7 +1178,7 @@
         "supports_native_structured_output": true,
         "supports_max_reasoning_effort": true
     },
-    "us.anthropic.claude-opus-4-7-v1": {
+    "us.anthropic.claude-opus-4-7": {
         "cache_creation_input_token_cost": 6.875e-06,
         "cache_read_input_token_cost": 5.5e-07,
         "input_cost_per_token": 5.5e-06,
@@ -1207,7 +1207,7 @@
         "supports_native_structured_output": true,
         "supports_max_reasoning_effort": true
     },
-    "eu.anthropic.claude-opus-4-7-v1": {
+    "eu.anthropic.claude-opus-4-7": {
         "cache_creation_input_token_cost": 6.875e-06,
         "cache_read_input_token_cost": 5.5e-07,
         "input_cost_per_token": 5.5e-06,
@@ -1236,7 +1236,7 @@
         "supports_native_structured_output": true,
         "supports_max_reasoning_effort": true
     },
-    "au.anthropic.claude-opus-4-7-v1": {
+    "au.anthropic.claude-opus-4-7": {
         "cache_creation_input_token_cost": 6.875e-06,
         "cache_read_input_token_cost": 5.5e-07,
         "input_cost_per_token": 5.5e-06,
diff --git a/model_prices_and_context_window.json b/model_prices_and_context_window.json
index 754a48679b8..98e79e11371 100644
--- a/model_prices_and_context_window.json
+++ b/model_prices_and_context_window.json
@@ -1120,7 +1120,7 @@
         "supports_native_structured_output": true,
         "supports_max_reasoning_effort": true
     },
-    "anthropic.claude-opus-4-7-v1": {
+    "anthropic.claude-opus-4-7": {
         "cache_creation_input_token_cost": 6.25e-06,
         "cache_read_input_token_cost": 5e-07,
         "input_cost_per_token": 5e-06,
@@ -1149,7 +1149,7 @@
         "supports_native_structured_output": true,
         "supports_max_reasoning_effort": true
     },
-    "global.anthropic.claude-opus-4-7-v1": {
+    "global.anthropic.claude-opus-4-7": {
         "cache_creation_input_token_cost": 6.25e-06,
         "cache_read_input_token_cost": 5e-07,
         "input_cost_per_token": 5e-06,
@@ -1178,7 +1178,7 @@
         "supports_native_structured_output": true,
         "supports_max_reasoning_effort": true
     },
-    "us.anthropic.claude-opus-4-7-v1": {
+    "us.anthropic.claude-opus-4-7": {
         "cache_creation_input_token_cost": 6.875e-06,
         "cache_read_input_token_cost": 5.5e-07,
         "input_cost_per_token": 5.5e-06,
@@ -1207,7 +1207,7 @@
         "supports_native_structured_output": true,
         "supports_max_reasoning_effort": true
     },
-    "eu.anthropic.claude-opus-4-7-v1": {
+    "eu.anthropic.claude-opus-4-7": {
         "cache_creation_input_token_cost": 6.875e-06,
         "cache_read_input_token_cost": 5.5e-07,
         "input_cost_per_token": 5.5e-06,
@@ -1236,7 +1236,7 @@
         "supports_native_structured_output": true,
         "supports_max_reasoning_effort": true
     },
-    "au.anthropic.claude-opus-4-7-v1": {
+    "au.anthropic.claude-opus-4-7": {
         "cache_creation_input_token_cost": 6.875e-06,
         "cache_read_input_token_cost": 5.5e-07,
         "input_cost_per_token": 5.5e-06,

From 07d863b8e78b2a42681e47569d6dcb01ff9995d0 Mon Sep 17 00:00:00 2001
From: Sameer Kankute <sameer@berri.ai>
Date: Thu, 16 Apr 2026 21:58:03 +0530
Subject: [PATCH 7/7] Remove max support for opus 4.7

---
 docs/my-website/blog/claude_opus_4_7/index.md | 17 +++++------
 litellm/llms/anthropic/chat/transformation.py |  8 ++---
 ...odel_prices_and_context_window_backup.json | 30 +++++++------------
 model_prices_and_context_window.json          | 30 +++++++------------
 4 files changed, 31 insertions(+), 54 deletions(-)

diff --git a/docs/my-website/blog/claude_opus_4_7/index.md b/docs/my-website/blog/claude_opus_4_7/index.md
index 17c45e58de4..851a0556c4c 100644
--- a/docs/my-website/blog/claude_opus_4_7/index.md
+++ b/docs/my-website/blog/claude_opus_4_7/index.md
@@ -221,7 +221,7 @@ curl --location 'http://0.0.0.0:4000/chat/completions' \
 ### Adaptive Thinking
 
 :::note
-When using `reasoning_effort` with Claude Opus 4.7, all values (`low`, `medium`, `high`, `xhigh`, `max`) are mapped to `thinking: {type: "adaptive"}`. To use explicit thinking budgets with `type: "enabled"`, pass the native `thinking` parameter directly.
+When using `reasoning_effort` with Claude Opus 4.7, all values (`low`, `medium`, `high`, `xhigh`) are mapped to `thinking: {type: "adaptive"}`. To use explicit thinking budgets with `type: "enabled"`, pass the native `thinking` parameter directly.
 :::
 
 <Tabs>
@@ -274,9 +274,9 @@ curl --location 'http://0.0.0.0:4000/v1/messages' \
 
 ### Effort Levels
 
-Claude Opus 4.7 supports five effort levels: `low`, `medium`, `high` (default), `xhigh`, and `max`. These give you finer-grained control over how much reasoning the model applies to a task. Pass the effort level via the `output_config` parameter.
+Claude Opus 4.7 supports four effort levels: `low`, `medium`, `high` (default), and `xhigh`. These give you finer-grained control over how much reasoning the model applies to a task. Pass the effort level via the `output_config` parameter.
 
-`xhigh` is a new effort level introduced with Opus 4.7 that sits between `high` and `max`. `max` is available on Claude Opus 4.6 and 4.7 only.
+`xhigh` is a new effort level introduced with Opus 4.7 that sits above `high`. The `max` effort level is Claude Opus 4.6 only and is not available on 4.7.
 
 <Tabs>
 <TabItem value="completions" label="/chat/completions">
@@ -294,7 +294,7 @@ curl --location 'http://0.0.0.0:4000/chat/completions' \
     }
   ],
   "output_config": {
-    "effort": "max"
+    "effort": "xhigh"
   }
 }'
 ```
@@ -312,7 +312,7 @@ client = openai.OpenAI(
 response = client.chat.completions.create(
     model="claude-opus-4-7",
     messages=[{"role": "user", "content": "Explain quantum computing"}],
-    extra_body={"output_config": {"effort": "max"}}
+    extra_body={"output_config": {"effort": "xhigh"}}
 )
 ```
 
@@ -324,7 +324,7 @@ from litellm import completion
 response = completion(
     model="anthropic/claude-opus-4-7",
     messages=[{"role": "user", "content": "Explain quantum computing"}],
-    output_config={"effort": "max"},
+    output_config={"effort": "xhigh"},
 )
 ```
 
@@ -347,7 +347,7 @@ curl --location 'http://0.0.0.0:4000/v1/messages' \
         }
     ],
     "output_config": {
-        "effort": "max"
+        "effort": "xhigh"
     }
 }'
 ```
@@ -362,6 +362,5 @@ curl --location 'http://0.0.0.0:4000/v1/messages' \
 | `low` | Short, fast responses — simple lookups, formatting, classification |
 | `medium` | Balanced tradeoff for everyday Q&A and light reasoning |
 | `high` (default) | Complex reasoning, code generation, analysis |
-| `xhigh` | Harder reasoning than `high` when `max` is overkill — tough debugging, non-trivial planning |
-| `max` | Hardest problems — multi-step math, deep research, agentic planning (Opus 4.6 and 4.7 only) |
+| `xhigh` | Hardest problems — multi-step math, deep research, agentic planning |
 
diff --git a/litellm/llms/anthropic/chat/transformation.py b/litellm/llms/anthropic/chat/transformation.py
index eca41b3c8d3..6e6078728eb 100644
--- a/litellm/llms/anthropic/chat/transformation.py
+++ b/litellm/llms/anthropic/chat/transformation.py
@@ -1534,13 +1534,11 @@ def _apply_output_config(
                 f"Invalid effort value: {effort}. Must be one of: "
                 f"'high', 'medium', 'low', 'xhigh', 'max'"
             )
-        # ``max`` is Claude Opus 4.6 and 4.7 only (not Sonnet 4.6, not Opus 4.5).
+        # ``max`` is Claude Opus 4.6 only (not Sonnet 4.6, not Opus 4.5/4.7).
         # Keep this hardcoded so the error message is specific and stable.
-        if effort == "max" and not (
-            self._is_opus_4_6_model(model) or self._is_opus_4_7_model(model)
-        ):
+        if effort == "max" and not self._is_opus_4_6_model(model):
             raise ValueError(
-                f"effort='max' is only supported by Claude Opus 4.6 and 4.7. "
+                f"effort='max' is only supported by Claude Opus 4.6. "
                 f"Got model: {model}"
             )
         # ``xhigh`` is data-driven via ``supports_xhigh_reasoning_effort`` so
diff --git a/litellm/model_prices_and_context_window_backup.json b/litellm/model_prices_and_context_window_backup.json
index 98e79e11371..5e0f1ec5c9b 100644
--- a/litellm/model_prices_and_context_window_backup.json
+++ b/litellm/model_prices_and_context_window_backup.json
@@ -1146,8 +1146,7 @@
         "supports_vision": true,
         "supports_xhigh_reasoning_effort": true,
         "tool_use_system_prompt_tokens": 346,
-        "supports_native_structured_output": true,
-        "supports_max_reasoning_effort": true
+        "supports_native_structured_output": true
     },
     "global.anthropic.claude-opus-4-7": {
         "cache_creation_input_token_cost": 6.25e-06,
@@ -1175,8 +1174,7 @@
         "supports_vision": true,
         "supports_xhigh_reasoning_effort": true,
         "tool_use_system_prompt_tokens": 346,
-        "supports_native_structured_output": true,
-        "supports_max_reasoning_effort": true
+        "supports_native_structured_output": true
     },
     "us.anthropic.claude-opus-4-7": {
         "cache_creation_input_token_cost": 6.875e-06,
@@ -1204,8 +1202,7 @@
         "supports_vision": true,
         "supports_xhigh_reasoning_effort": true,
         "tool_use_system_prompt_tokens": 346,
-        "supports_native_structured_output": true,
-        "supports_max_reasoning_effort": true
+        "supports_native_structured_output": true
     },
     "eu.anthropic.claude-opus-4-7": {
         "cache_creation_input_token_cost": 6.875e-06,
@@ -1233,8 +1230,7 @@
         "supports_vision": true,
         "supports_xhigh_reasoning_effort": true,
         "tool_use_system_prompt_tokens": 346,
-        "supports_native_structured_output": true,
-        "supports_max_reasoning_effort": true
+        "supports_native_structured_output": true
     },
     "au.anthropic.claude-opus-4-7": {
         "cache_creation_input_token_cost": 6.875e-06,
@@ -1262,8 +1258,7 @@
         "supports_vision": true,
         "supports_xhigh_reasoning_effort": true,
         "tool_use_system_prompt_tokens": 346,
-        "supports_native_structured_output": true,
-        "supports_max_reasoning_effort": true
+        "supports_native_structured_output": true
     },
     "anthropic.claude-sonnet-4-6": {
         "cache_creation_input_token_cost": 3.75e-06,
@@ -1944,8 +1939,7 @@
         "supports_tool_choice": true,
         "supports_vision": true,
         "supports_xhigh_reasoning_effort": true,
-        "tool_use_system_prompt_tokens": 159,
-        "supports_max_reasoning_effort": true
+        "tool_use_system_prompt_tokens": 159
     },
     "azure_ai/claude-opus-4-1": {
         "cache_creation_input_token_cost": 1.875e-05,
@@ -9173,8 +9167,7 @@
         "provider_specific_entry": {
             "us": 1.1,
             "fast": 6.0
-        },
-        "supports_max_reasoning_effort": true
+        }
     },
     "claude-opus-4-7-20260416": {
         "cache_creation_input_token_cost": 6.25e-06,
@@ -9206,8 +9199,7 @@
         "provider_specific_entry": {
             "us": 1.1,
             "fast": 6.0
-        },
-        "supports_max_reasoning_effort": true
+        }
     },
     "claude-sonnet-4-20250514": {
         "deprecation_date": "2026-05-14",
@@ -31355,8 +31347,7 @@
         "supports_tool_choice": true,
         "supports_vision": true,
         "supports_xhigh_reasoning_effort": true,
-        "tool_use_system_prompt_tokens": 346,
-        "supports_max_reasoning_effort": true
+        "tool_use_system_prompt_tokens": 346
     },
     "vertex_ai/claude-opus-4-7@default": {
         "cache_creation_input_token_cost": 6.25e-06,
@@ -31383,8 +31374,7 @@
         "supports_tool_choice": true,
         "supports_vision": true,
         "supports_xhigh_reasoning_effort": true,
-        "tool_use_system_prompt_tokens": 346,
-        "supports_max_reasoning_effort": true
+        "tool_use_system_prompt_tokens": 346
     },
     "vertex_ai/claude-sonnet-4-5": {
         "cache_creation_input_token_cost": 3.75e-06,
diff --git a/model_prices_and_context_window.json b/model_prices_and_context_window.json
index 98e79e11371..5e0f1ec5c9b 100644
--- a/model_prices_and_context_window.json
+++ b/model_prices_and_context_window.json
@@ -1146,8 +1146,7 @@
         "supports_vision": true,
         "supports_xhigh_reasoning_effort": true,
         "tool_use_system_prompt_tokens": 346,
-        "supports_native_structured_output": true,
-        "supports_max_reasoning_effort": true
+        "supports_native_structured_output": true
     },
     "global.anthropic.claude-opus-4-7": {
         "cache_creation_input_token_cost": 6.25e-06,
@@ -1175,8 +1174,7 @@
         "supports_vision": true,
         "supports_xhigh_reasoning_effort": true,
         "tool_use_system_prompt_tokens": 346,
-        "supports_native_structured_output": true,
-        "supports_max_reasoning_effort": true
+        "supports_native_structured_output": true
     },
     "us.anthropic.claude-opus-4-7": {
         "cache_creation_input_token_cost": 6.875e-06,
@@ -1204,8 +1202,7 @@
         "supports_vision": true,
         "supports_xhigh_reasoning_effort": true,
         "tool_use_system_prompt_tokens": 346,
-        "supports_native_structured_output": true,
-        "supports_max_reasoning_effort": true
+        "supports_native_structured_output": true
     },
     "eu.anthropic.claude-opus-4-7": {
         "cache_creation_input_token_cost": 6.875e-06,
@@ -1233,8 +1230,7 @@
         "supports_vision": true,
         "supports_xhigh_reasoning_effort": true,
         "tool_use_system_prompt_tokens": 346,
-        "supports_native_structured_output": true,
-        "supports_max_reasoning_effort": true
+        "supports_native_structured_output": true
     },
     "au.anthropic.claude-opus-4-7": {
         "cache_creation_input_token_cost": 6.875e-06,
@@ -1262,8 +1258,7 @@
         "supports_vision": true,
         "supports_xhigh_reasoning_effort": true,
         "tool_use_system_prompt_tokens": 346,
-        "supports_native_structured_output": true,
-        "supports_max_reasoning_effort": true
+        "supports_native_structured_output": true
     },
     "anthropic.claude-sonnet-4-6": {
         "cache_creation_input_token_cost": 3.75e-06,
@@ -1944,8 +1939,7 @@
         "supports_tool_choice": true,
         "supports_vision": true,
         "supports_xhigh_reasoning_effort": true,
-        "tool_use_system_prompt_tokens": 159,
-        "supports_max_reasoning_effort": true
+        "tool_use_system_prompt_tokens": 159
     },
     "azure_ai/claude-opus-4-1": {
         "cache_creation_input_token_cost": 1.875e-05,
@@ -9173,8 +9167,7 @@
         "provider_specific_entry": {
             "us": 1.1,
             "fast": 6.0
-        },
-        "supports_max_reasoning_effort": true
+        }
     },
     "claude-opus-4-7-20260416": {
         "cache_creation_input_token_cost": 6.25e-06,
@@ -9206,8 +9199,7 @@
         "provider_specific_entry": {
             "us": 1.1,
             "fast": 6.0
-        },
-        "supports_max_reasoning_effort": true
+        }
     },
     "claude-sonnet-4-20250514": {
         "deprecation_date": "2026-05-14",
@@ -31355,8 +31347,7 @@
         "supports_tool_choice": true,
         "supports_vision": true,
         "supports_xhigh_reasoning_effort": true,
-        "tool_use_system_prompt_tokens": 346,
-        "supports_max_reasoning_effort": true
+        "tool_use_system_prompt_tokens": 346
     },
     "vertex_ai/claude-opus-4-7@default": {
         "cache_creation_input_token_cost": 6.25e-06,
@@ -31383,8 +31374,7 @@
         "supports_tool_choice": true,
         "supports_vision": true,
         "supports_xhigh_reasoning_effort": true,
-        "tool_use_system_prompt_tokens": 346,
-        "supports_max_reasoning_effort": true
+        "tool_use_system_prompt_tokens": 346
     },
     "vertex_ai/claude-sonnet-4-5": {
         "cache_creation_input_token_cost": 3.75e-06,