diff --git a/Cargo.lock b/Cargo.lock
index 6bfd8fc04d3b..18405840ab6a 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -4215,7 +4215,7 @@ dependencies = [
 
 [[package]]
 name = "goose"
-version = "1.27.0"
+version = "1.28.0"
 dependencies = [
  "agent-client-protocol-schema",
  "ahash",
@@ -4327,7 +4327,7 @@ dependencies = [
 
 [[package]]
 name = "goose-acp"
-version = "1.27.0"
+version = "1.28.0"
 dependencies = [
  "agent-client-protocol-schema",
  "anyhow",
@@ -4363,7 +4363,7 @@ dependencies = [
 
 [[package]]
 name = "goose-acp-macros"
-version = "1.27.0"
+version = "1.28.0"
 dependencies = [
  "quote",
  "syn 2.0.117",
@@ -4371,7 +4371,7 @@ dependencies = [
 
 [[package]]
 name = "goose-cli"
-version = "1.27.0"
+version = "1.28.0"
 dependencies = [
  "anstream",
  "anyhow",
@@ -4421,7 +4421,7 @@ dependencies = [
 
 [[package]]
 name = "goose-mcp"
-version = "1.27.0"
+version = "1.28.0"
 dependencies = [
  "anyhow",
  "base64 0.22.1",
@@ -4450,7 +4450,7 @@ dependencies = [
 
 [[package]]
 name = "goose-server"
-version = "1.27.0"
+version = "1.28.0"
 dependencies = [
  "anyhow",
  "aws-lc-rs",
@@ -4496,7 +4496,7 @@ dependencies = [
 
 [[package]]
 name = "goose-test"
-version = "1.27.0"
+version = "1.28.0"
 dependencies = [
  "clap",
  "serde_json",
@@ -4504,7 +4504,7 @@ dependencies = [
 
 [[package]]
 name = "goose-test-support"
-version = "1.27.0"
+version = "1.28.0"
 dependencies = [
  "axum 0.7.9",
  "env-lock",
diff --git a/Cargo.toml b/Cargo.toml
index 1b8e533adbf7..a50cc28528cc 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -8,7 +8,7 @@ resolver = "2"
 
 [workspace.package]
 edition = "2021"
-version = "1.27.0"
+version = "1.28.0"
 authors = ["Block <ai-oss-tools@block.xyz>"]
 license = "Apache-2.0"
 repository = "https://github.com/block/goose"
diff --git a/crates/goose/src/providers/canonical/data/canonical_mapping_report.json b/crates/goose/src/providers/canonical/data/canonical_mapping_report.json
index d060f2f0ed2d..d7b52a12e023 100644
--- a/crates/goose/src/providers/canonical/data/canonical_mapping_report.json
+++ b/crates/goose/src/providers/canonical/data/canonical_mapping_report.json
@@ -1,5 +1,5 @@
 {
-  "timestamp": "2026-03-02T23:03:29.773002637+00:00",
+  "timestamp": "2026-03-10T00:39:48.210629621+00:00",
   "unmapped_models": [
     {
       "provider": "google",
@@ -45,6 +45,10 @@
       "provider": "google",
       "model": "gemini-3.1-flash-image-preview"
     },
+    {
+      "provider": "google",
+      "model": "gemini-3.1-flash-lite-preview"
+    },
     {
       "provider": "google",
       "model": "gemini-pro-latest"
@@ -253,6 +257,26 @@
       "provider": "openai",
       "model": "gpt-5-search-api-2025-10-14"
     },
+    {
+      "provider": "openai",
+      "model": "gpt-5.3-chat-latest"
+    },
+    {
+      "provider": "openai",
+      "model": "gpt-5.4"
+    },
+    {
+      "provider": "openai",
+      "model": "gpt-5.4-2026-03-05"
+    },
+    {
+      "provider": "openai",
+      "model": "gpt-5.4-pro"
+    },
+    {
+      "provider": "openai",
+      "model": "gpt-5.4-pro-2026-03-05"
+    },
     {
       "provider": "openai",
       "model": "gpt-audio"
@@ -449,6 +473,10 @@
       "provider": "openrouter",
       "model": "arcee-ai/spotlight"
     },
+    {
+      "provider": "openrouter",
+      "model": "arcee-ai/trinity-mini"
+    },
     {
       "provider": "openrouter",
       "model": "arcee-ai/virtuoso-large"
@@ -537,6 +565,10 @@
       "provider": "openrouter",
       "model": "google/gemini-3.1-flash-image-preview"
     },
+    {
+      "provider": "openrouter",
+      "model": "google/gemini-3.1-flash-lite-preview"
+    },
     {
       "provider": "openrouter",
       "model": "google/gemma-2-27b-it"
@@ -553,6 +585,10 @@
       "provider": "openrouter",
       "model": "inception/mercury"
     },
+    {
+      "provider": "openrouter",
+      "model": "inception/mercury-2"
+    },
     {
       "provider": "openrouter",
       "model": "inception/mercury-coder"
@@ -657,18 +693,10 @@
       "provider": "openrouter",
       "model": "mistralai/ministral-14b-2512"
     },
-    {
-      "provider": "openrouter",
-      "model": "mistralai/mistral-7b-instruct"
-    },
     {
       "provider": "openrouter",
       "model": "mistralai/mistral-7b-instruct-v0.1"
     },
-    {
-      "provider": "openrouter",
-      "model": "mistralai/mistral-7b-instruct-v0.3"
-    },
     {
       "provider": "openrouter",
       "model": "mistralai/mistral-saba"
@@ -781,6 +809,18 @@
       "provider": "openrouter",
       "model": "openai/gpt-5-image-mini"
     },
+    {
+      "provider": "openrouter",
+      "model": "openai/gpt-5.3-chat"
+    },
+    {
+      "provider": "openrouter",
+      "model": "openai/gpt-5.4"
+    },
+    {
+      "provider": "openrouter",
+      "model": "openai/gpt-5.4-pro"
+    },
     {
       "provider": "openrouter",
       "model": "openai/gpt-audio"
@@ -1027,7 +1067,7 @@
     },
     {
       "provider": "openrouter",
-      "model": "upstage/solar-pro-3:free"
+      "model": "upstage/solar-pro-3"
     },
     {
       "provider": "openrouter",
@@ -1493,10 +1533,6 @@
       "provider": "tetrate",
       "model": "xai/grok-code-fast"
     },
-    {
-      "provider": "xai",
-      "model": "grok-2-image-1212"
-    },
     {
       "provider": "xai",
       "model": "grok-imagine-image"
@@ -1996,7 +2032,7 @@
       },
       {
         "provider_model": "google/gemini-3.1-pro-preview-customtools",
-        "canonical_model": "google/gemini-3.1-pro-preview-customtools"
+        "canonical_model": "openrouter/google/gemini-3.1-pro-preview-customtools"
       },
       {
         "provider_model": "google/gemma-2-9b-it",
@@ -2883,10 +2919,6 @@
     ],
     "venice": [],
     "xai": [
-      {
-        "provider_model": "grok-2-vision-1212",
-        "canonical_model": "x-ai/grok-2-vision"
-      },
       {
         "provider_model": "grok-3",
         "canonical_model": "x-ai/grok-3"
@@ -3633,7 +3665,7 @@
     {
       "provider": "openrouter",
       "model": "google/gemini-3.1-pro-preview-customtools",
-      "canonical": "google/gemini-3.1-pro-preview-customtools",
+      "canonical": "openrouter/google/gemini-3.1-pro-preview-customtools",
       "recommended": true
     },
     {
@@ -4956,12 +4988,6 @@
       "canonical": "x-ai/grok-code-fast-1",
       "recommended": true
     },
-    {
-      "provider": "xai",
-      "model": "grok-2-vision-1212",
-      "canonical": "x-ai/grok-2-vision",
-      "recommended": true
-    },
     {
       "provider": "xai",
       "model": "grok-3",
@@ -5017,12 +5043,12 @@
     "azure_openai": 0,
     "databricks": 0,
     "gcp_vertex_ai": 0,
-    "google": 44,
-    "openai": 116,
-    "openrouter": 342,
+    "google": 45,
+    "openai": 121,
+    "openrouter": 346,
     "tetrate": 201,
     "venice": 0,
-    "xai": 13
+    "xai": 11
   },
   "canonical_models_used": [
     "anthropic/claude-3-haiku",
@@ -5128,6 +5154,7 @@
     "openrouter/google/gemini-3-flash-preview",
     "openrouter/google/gemini-3-pro-preview",
     "openrouter/google/gemini-3.1-pro-preview",
+    "openrouter/google/gemini-3.1-pro-preview-customtools",
     "openrouter/google/gemma-2-9b-it",
     "openrouter/google/gemma-3-12b-it",
     "openrouter/google/gemma-3-12b-it:free",
diff --git a/ui/desktop/openapi.json b/ui/desktop/openapi.json
index 045d9716dea0..93f63a9b8802 100644
--- a/ui/desktop/openapi.json
+++ b/ui/desktop/openapi.json
@@ -10,7 +10,7 @@
     "license": {
       "name": "Apache-2.0"
     },
-    "version": "1.27.0"
+    "version": "1.28.0"
   },
   "paths": {
     "/action-required/tool-confirmation": {
diff --git a/ui/desktop/package.json b/ui/desktop/package.json
index ce57791c7db0..25167bf18737 100644
--- a/ui/desktop/package.json
+++ b/ui/desktop/package.json
@@ -1,7 +1,7 @@
 {
   "name": "goose-app",
   "productName": "Goose",
-  "version": "1.27.0",
+  "version": "1.28.0",
   "description": "Goose App",
   "engines": {
     "node": "^24.10.0",