diff --git a/jenkins/L0_Test.groovy b/jenkins/L0_Test.groovy
index 949d107ca5e3..668fd1e030fd 100644
--- a/jenkins/L0_Test.groovy
+++ b/jenkins/L0_Test.groovy
@@ -4503,11 +4503,12 @@ def launchTestJobs(pipeline, testFilter)
         // VisualGen PerfSanity post-merge test
         "DGX_B200-8_GPUs-PyTorch-VisualGen-PerfSanity-Post-Merge-1": ["auto:dgx-b200-flex", "l0_b200_visual_gen_perf_sanity", 1, 1, 8, 1, true],
         // PerfSanity post-merge tests
-        "DGX_B200-8_GPUs-PyTorch-PerfSanity-Post-Merge-1": ["auto:dgx-b200-flex", "l0_b200_multi_gpus_perf_sanity", 1, 5, 8, 1, true],
-        "DGX_B200-8_GPUs-PyTorch-PerfSanity-Post-Merge-2": ["auto:dgx-b200-flex", "l0_b200_multi_gpus_perf_sanity", 2, 5, 8, 1, true],
-        "DGX_B200-8_GPUs-PyTorch-PerfSanity-Post-Merge-3": ["auto:dgx-b200-flex", "l0_b200_multi_gpus_perf_sanity", 3, 5, 8, 1, true],
-        "DGX_B200-8_GPUs-PyTorch-PerfSanity-Post-Merge-4": ["auto:dgx-b200-flex", "l0_b200_multi_gpus_perf_sanity", 4, 5, 8, 1, true],
-        "DGX_B200-8_GPUs-PyTorch-PerfSanity-Post-Merge-5": ["auto:dgx-b200-flex", "l0_b200_multi_gpus_perf_sanity", 5, 5, 8, 1, true],
+        "DGX_B200-8_GPUs-PyTorch-PerfSanity-Post-Merge-1": ["auto:dgx-b200-flex", "l0_b200_multi_gpus_perf_sanity", 1, 6, 8, 1, true],
+        "DGX_B200-8_GPUs-PyTorch-PerfSanity-Post-Merge-2": ["auto:dgx-b200-flex", "l0_b200_multi_gpus_perf_sanity", 2, 6, 8, 1, true],
+        "DGX_B200-8_GPUs-PyTorch-PerfSanity-Post-Merge-3": ["auto:dgx-b200-flex", "l0_b200_multi_gpus_perf_sanity", 3, 6, 8, 1, true],
+        "DGX_B200-8_GPUs-PyTorch-PerfSanity-Post-Merge-4": ["auto:dgx-b200-flex", "l0_b200_multi_gpus_perf_sanity", 4, 6, 8, 1, true],
+        "DGX_B200-8_GPUs-PyTorch-PerfSanity-Post-Merge-5": ["auto:dgx-b200-flex", "l0_b200_multi_gpus_perf_sanity", 5, 6, 8, 1, true],
+        "DGX_B200-8_GPUs-PyTorch-PerfSanity-Post-Merge-6": ["auto:dgx-b200-flex", "l0_b200_multi_gpus_perf_sanity", 6, 6, 8, 1, true],
     ]
     // B200 PerfSanity post-merge disaggregated
     // 2 Nodes
diff --git a/tests/integration/test_lists/test-db/l0_b200_multi_gpus_perf_sanity.yml b/tests/integration/test_lists/test-db/l0_b200_multi_gpus_perf_sanity.yml
index 854d8fae40b2..4bd8ea1e828a 100644
--- a/tests/integration/test_lists/test-db/l0_b200_multi_gpus_perf_sanity.yml
+++ b/tests/integration/test_lists/test-db/l0_b200_multi_gpus_perf_sanity.yml
@@ -45,6 +45,15 @@ l0_b200_multi_gpus_perf_sanity:
   - perf/test_perf_sanity.py::test_e2e[aggr_upload-k25_thinking_fp4_blackwell-k25_thinking_fp4_tep8_32k8k]
   - perf/test_perf_sanity.py::test_e2e[aggr_upload-k25_thinking_fp4_blackwell-k25_thinking_fp4_dep8_32k8k] TIMEOUT (90)
   - perf/test_perf_sanity.py::test_e2e[aggr_upload-dynamo_k25_thinking_fp4_blackwell-k25_thinking_fp4_tep8_adp_2k1k]
+  # qwen3.5-397b-a17b-fp4 aggregated
+  - perf/test_perf_sanity.py::test_e2e[aggr_upload-qwen3_5_397b_fp4_blackwell-qwen3_5_397b_fp4_tep8_1k1k]
+  - perf/test_perf_sanity.py::test_e2e[aggr_upload-qwen3_5_397b_fp4_blackwell-qwen3_5_397b_fp4_dep4_1k1k] TIMEOUT (90)
+  - perf/test_perf_sanity.py::test_e2e[aggr_upload-qwen3_5_397b_fp4_blackwell-qwen3_5_397b_fp4_tp2_mtp3_1k1k]
+  - perf/test_perf_sanity.py::test_e2e[aggr_upload-qwen3_5_397b_fp4_blackwell-qwen3_5_397b_fp4_dep8_mtp3_1k1k] TIMEOUT (90)
+  - perf/test_perf_sanity.py::test_e2e[aggr_upload-qwen3_5_397b_fp4_blackwell-qwen3_5_397b_fp4_tp4_8k1k]
+  - perf/test_perf_sanity.py::test_e2e[aggr_upload-qwen3_5_397b_fp4_blackwell-qwen3_5_397b_fp4_dep8_8k1k] TIMEOUT (90)
+  - perf/test_perf_sanity.py::test_e2e[aggr_upload-qwen3_5_397b_fp4_blackwell-qwen3_5_397b_fp4_tep4_mtp3_8k1k]
+  - perf/test_perf_sanity.py::test_e2e[aggr_upload-qwen3_5_397b_fp4_blackwell-qwen3_5_397b_fp4_dep8_mtp3_8k1k] TIMEOUT (90)
   # ctx_only tests (disagg config)
   - perf/test_perf_sanity.py::test_e2e[aggr_upload-ctx_only-b200_deepseek-r1-fp4_1k1k_con1_ctx1_dep4_gen1_tep8_eplb0_mtp3_ccb-NIXL] TIMEOUT (120)
   - perf/test_perf_sanity.py::test_e2e[aggr_upload-ctx_only-b200_deepseek-r1-fp4_1k1k_con2048_ctx1_dep4_gen1_dep8_eplb0_mtp1_ccb-NIXL] TIMEOUT (120)
diff --git a/tests/scripts/perf-sanity/aggregated/qwen3_5_397b_fp4_blackwell.yaml b/tests/scripts/perf-sanity/aggregated/qwen3_5_397b_fp4_blackwell.yaml
new file mode 100644
index 000000000000..55d57534a5c1
--- /dev/null
+++ b/tests/scripts/perf-sanity/aggregated/qwen3_5_397b_fp4_blackwell.yaml
@@ -0,0 +1,425 @@
+metadata:
+  model_name: qwen3.5_397b_a17b_fp4
+  supported_gpus:
+  - B200
+hardware:
+  gpus_per_node: 8
+server_configs:
+  # 1k1k - TEP8 with TRTLLM, no MTP
+  - name: "qwen3_5_397b_fp4_tep8_1k1k"
+    model_name: "qwen3.5_397b_a17b_fp4"
+    tensor_parallel_size: 8
+    moe_expert_parallel_size: 8
+    max_batch_size: 512
+    max_num_tokens: 16384
+    trust_remote_code: true
+    num_postprocess_workers: 4
+    print_iter_log: true
+    enable_layerwise_nvtx_marker: false
+    disable_overlap_scheduler: false
+    enable_iter_perf_stats: true
+    enable_chunked_prefill: false
+    stream_interval: 20
+    scheduler_config:
+      capacity_scheduler_policy: MAX_UTILIZATION
+      context_chunking_policy: FIRST_COME_FIRST_SERVED
+    kv_cache_config:
+      free_gpu_memory_fraction: 0.9
+      enable_block_reuse: false
+      dtype: 'fp8'
+    cuda_graph_config:
+      enable_padding: true
+      batch_sizes:
+      - 1
+      - 2
+      - 4
+      - 8
+      - 16
+      - 32
+      - 64
+      - 128
+      - 256
+      - 384
+      - 512
+    moe_config:
+      backend: 'TRTLLM'
+      use_low_precision_moe_combine: true
+    batch_wait_timeout_iters: 50
+    batch_wait_max_tokens_ratio: 0.0625
+    client_configs:
+      - name: "con4_iter5_1k1k"
+        concurrency: 4
+        iterations: 5
+        isl: 1024
+        osl: 1024
+        backend: "openai"
+        trust_remote_code: true
+        dataset_file: <dataset_file>
+
+  # 1k1k - DEP4 with CUTEDSL, no MTP
+  - name: "qwen3_5_397b_fp4_dep4_1k1k"
+    model_name: "qwen3.5_397b_a17b_fp4"
+    tensor_parallel_size: 4
+    moe_expert_parallel_size: 4
+    max_batch_size: 256
+    max_num_tokens: 16384
+    trust_remote_code: true
+    num_postprocess_workers: 4
+    print_iter_log: true
+    enable_layerwise_nvtx_marker: false
+    disable_overlap_scheduler: false
+    enable_iter_perf_stats: true
+    enable_chunked_prefill: false
+    stream_interval: 20
+    scheduler_config:
+      capacity_scheduler_policy: MAX_UTILIZATION
+      context_chunking_policy: FIRST_COME_FIRST_SERVED
+    kv_cache_config:
+      free_gpu_memory_fraction: 0.9
+      enable_block_reuse: false
+      dtype: 'fp8'
+    cuda_graph_config:
+      enable_padding: true
+      batch_sizes:
+      - 1
+      - 2
+      - 4
+      - 8
+      - 16
+      - 32
+      - 64
+      - 128
+      - 256
+    moe_config:
+      backend: 'CUTEDSL'
+      use_low_precision_moe_combine: true
+    enable_attention_dp: true
+    attention_dp_config:
+      enable_balance: true
+      batching_wait_iters: 10
+      timeout_iters: 500
+    client_configs:
+      - name: "con1024_iter5_1k1k"
+        concurrency: 1024
+        iterations: 5
+        isl: 1024
+        osl: 1024
+        backend: "openai"
+        trust_remote_code: true
+        dataset_file: <dataset_file>
+
+  # 1k1k - TP2 with TRTLLM, MTP3
+  - name: "qwen3_5_397b_fp4_tp2_mtp3_1k1k"
+    server_env_var: "TLLM_SPEC_DECODE_FORCE_NUM_ACCEPTED_TOKENS=3"
+    model_name: "qwen3.5_397b_a17b_fp4"
+    tensor_parallel_size: 2
+    moe_expert_parallel_size: 1
+    max_batch_size: 8
+    max_num_tokens: 16384
+    trust_remote_code: true
+    num_postprocess_workers: 4
+    print_iter_log: true
+    enable_layerwise_nvtx_marker: false
+    disable_overlap_scheduler: false
+    enable_iter_perf_stats: true
+    enable_chunked_prefill: false
+    stream_interval: 20
+    scheduler_config:
+      capacity_scheduler_policy: MAX_UTILIZATION
+      context_chunking_policy: FIRST_COME_FIRST_SERVED
+    kv_cache_config:
+      free_gpu_memory_fraction: 0.6
+      enable_block_reuse: false
+      dtype: 'fp8'
+    cuda_graph_config:
+      enable_padding: true
+      batch_sizes:
+      - 1
+      - 2
+      - 4
+      - 8
+      - 16
+      - 32
+      - 64
+      - 128
+    moe_config:
+      backend: 'TRTLLM'
+      use_low_precision_moe_combine: true
+    speculative_config:
+      decoding_type: 'MTP'
+      max_draft_len: 3
+    batch_wait_timeout_iters: 50
+    batch_wait_max_tokens_ratio: 0.0625
+    client_configs:
+      - name: "con8_iter5_1k1k"
+        concurrency: 8
+        iterations: 5
+        isl: 1024
+        osl: 1024
+        backend: "openai"
+        trust_remote_code: true
+        dataset_file: <dataset_file>
+
+  # 1k1k - DEP8 with CUTEDSL, MTP3
+  - name: "qwen3_5_397b_fp4_dep8_mtp3_1k1k"
+    server_env_var: "TLLM_SPEC_DECODE_FORCE_NUM_ACCEPTED_TOKENS=3"
+    model_name: "qwen3.5_397b_a17b_fp4"
+    tensor_parallel_size: 8
+    moe_expert_parallel_size: 8
+    max_batch_size: 16
+    max_num_tokens: 16384
+    trust_remote_code: true
+    num_postprocess_workers: 4
+    print_iter_log: true
+    enable_layerwise_nvtx_marker: false
+    disable_overlap_scheduler: false
+    enable_iter_perf_stats: true
+    enable_chunked_prefill: false
+    stream_interval: 20
+    scheduler_config:
+      capacity_scheduler_policy: MAX_UTILIZATION
+      context_chunking_policy: FIRST_COME_FIRST_SERVED
+    kv_cache_config:
+      free_gpu_memory_fraction: 0.9
+      enable_block_reuse: false
+      dtype: 'fp8'
+    cuda_graph_config:
+      enable_padding: true
+      batch_sizes:
+      - 1
+      - 2
+      - 4
+      - 8
+      - 16
+      - 32
+      - 64
+      - 128
+    moe_config:
+      backend: 'CUTEDSL'
+      use_low_precision_moe_combine: true
+    enable_attention_dp: true
+    attention_dp_config:
+      enable_balance: true
+      batching_wait_iters: 10
+      timeout_iters: 500
+    speculative_config:
+      decoding_type: 'MTP'
+      max_draft_len: 3
+    client_configs:
+      - name: "con128_iter5_1k1k"
+        concurrency: 128
+        iterations: 5
+        isl: 1024
+        osl: 1024
+        backend: "openai"
+        trust_remote_code: true
+        dataset_file: <dataset_file>
+
+  # 8k1k - TP4 with TRTLLM, no MTP
+  - name: "qwen3_5_397b_fp4_tp4_8k1k"
+    model_name: "qwen3.5_397b_a17b_fp4"
+    tensor_parallel_size: 4
+    moe_expert_parallel_size: 1
+    max_batch_size: 512
+    max_num_tokens: 32768
+    trust_remote_code: true
+    num_postprocess_workers: 4
+    print_iter_log: true
+    enable_layerwise_nvtx_marker: false
+    disable_overlap_scheduler: false
+    enable_iter_perf_stats: true
+    enable_chunked_prefill: false
+    stream_interval: 20
+    scheduler_config:
+      capacity_scheduler_policy: MAX_UTILIZATION
+      context_chunking_policy: FIRST_COME_FIRST_SERVED
+    kv_cache_config:
+      free_gpu_memory_fraction: 0.9
+      enable_block_reuse: false
+      dtype: 'fp8'
+    cuda_graph_config:
+      enable_padding: true
+      batch_sizes:
+      - 1
+      - 2
+      - 4
+      - 8
+      - 16
+      - 32
+      - 64
+      - 128
+      - 256
+      - 384
+      - 512
+    moe_config:
+      backend: 'TRTLLM'
+      use_low_precision_moe_combine: true
+    batch_wait_timeout_iters: 50
+    batch_wait_max_tokens_ratio: 0.45
+    client_configs:
+      - name: "con4_iter5_8k1k"
+        concurrency: 4
+        iterations: 5
+        isl: 8192
+        osl: 1024
+        backend: "openai"
+        trust_remote_code: true
+        dataset_file: <dataset_file>
+
+  # 8k1k - DEP8 with CUTEDSL, no MTP
+  - name: "qwen3_5_397b_fp4_dep8_8k1k"
+    model_name: "qwen3.5_397b_a17b_fp4"
+    tensor_parallel_size: 8
+    moe_expert_parallel_size: 8
+    max_batch_size: 128
+    max_num_tokens: 32768
+    trust_remote_code: true
+    num_postprocess_workers: 4
+    print_iter_log: true
+    enable_layerwise_nvtx_marker: false
+    disable_overlap_scheduler: false
+    enable_iter_perf_stats: true
+    enable_chunked_prefill: false
+    stream_interval: 20
+    scheduler_config:
+      capacity_scheduler_policy: MAX_UTILIZATION
+      context_chunking_policy: FIRST_COME_FIRST_SERVED
+    kv_cache_config:
+      free_gpu_memory_fraction: 0.9
+      enable_block_reuse: false
+      dtype: 'fp8'
+    cuda_graph_config:
+      enable_padding: true
+      batch_sizes:
+      - 1
+      - 2
+      - 4
+      - 8
+      - 16
+      - 32
+      - 64
+      - 128
+    moe_config:
+      backend: 'CUTEDSL'
+      use_low_precision_moe_combine: true
+    enable_attention_dp: true
+    attention_dp_config:
+      enable_balance: true
+      batching_wait_iters: 10
+      timeout_iters: 500
+    client_configs:
+      - name: "con1024_iter5_8k1k"
+        concurrency: 1024
+        iterations: 5
+        isl: 8192
+        osl: 1024
+        backend: "openai"
+        trust_remote_code: true
+        dataset_file: <dataset_file>
+
+  # 8k1k - TEP4 with TRTLLM, MTP3
+  - name: "qwen3_5_397b_fp4_tep4_mtp3_8k1k"
+    server_env_var: "TLLM_SPEC_DECODE_FORCE_NUM_ACCEPTED_TOKENS=3"
+    model_name: "qwen3.5_397b_a17b_fp4"
+    tensor_parallel_size: 4
+    moe_expert_parallel_size: 4
+    max_batch_size: 4
+    max_num_tokens: 32768
+    trust_remote_code: true
+    num_postprocess_workers: 4
+    print_iter_log: true
+    enable_layerwise_nvtx_marker: false
+    disable_overlap_scheduler: false
+    enable_iter_perf_stats: true
+    enable_chunked_prefill: false
+    stream_interval: 20
+    scheduler_config:
+      capacity_scheduler_policy: MAX_UTILIZATION
+      context_chunking_policy: FIRST_COME_FIRST_SERVED
+    kv_cache_config:
+      free_gpu_memory_fraction: 0.75
+      enable_block_reuse: false
+      dtype: 'fp8'
+    cuda_graph_config:
+      enable_padding: true
+      batch_sizes:
+      - 1
+      - 2
+      - 4
+      - 8
+      - 16
+      - 32
+      - 64
+      - 128
+    moe_config:
+      backend: 'TRTLLM'
+      use_low_precision_moe_combine: true
+    speculative_config:
+      decoding_type: 'MTP'
+      max_draft_len: 3
+    batch_wait_timeout_iters: 50
+    batch_wait_max_tokens_ratio: 0.45
+    client_configs:
+      - name: "con4_iter5_8k1k"
+        concurrency: 4
+        iterations: 5
+        isl: 8192
+        osl: 1024
+        backend: "openai"
+        trust_remote_code: true
+        dataset_file: <dataset_file>
+
+  # 8k1k - DEP8 with CUTEDSL, MTP3
+  - name: "qwen3_5_397b_fp4_dep8_mtp3_8k1k"
+    server_env_var: "TLLM_SPEC_DECODE_FORCE_NUM_ACCEPTED_TOKENS=3"
+    model_name: "qwen3.5_397b_a17b_fp4"
+    tensor_parallel_size: 8
+    moe_expert_parallel_size: 8
+    max_batch_size: 32
+    max_num_tokens: 32768
+    trust_remote_code: true
+    num_postprocess_workers: 4
+    print_iter_log: true
+    enable_layerwise_nvtx_marker: false
+    disable_overlap_scheduler: false
+    enable_iter_perf_stats: true
+    enable_chunked_prefill: false
+    stream_interval: 20
+    scheduler_config:
+      capacity_scheduler_policy: MAX_UTILIZATION
+      context_chunking_policy: FIRST_COME_FIRST_SERVED
+    kv_cache_config:
+      free_gpu_memory_fraction: 0.9
+      enable_block_reuse: false
+      dtype: 'fp8'
+    cuda_graph_config:
+      enable_padding: true
+      batch_sizes:
+      - 1
+      - 2
+      - 4
+      - 8
+      - 16
+      - 32
+      - 64
+      - 128
+    moe_config:
+      backend: 'CUTEDSL'
+      use_low_precision_moe_combine: true
+    enable_attention_dp: true
+    attention_dp_config:
+      enable_balance: true
+      batching_wait_iters: 10
+      timeout_iters: 500
+    speculative_config:
+      decoding_type: 'MTP'
+      max_draft_len: 3
+    client_configs:
+      - name: "con256_iter5_8k1k"
+        concurrency: 256
+        iterations: 5
+        isl: 8192
+        osl: 1024
+        backend: "openai"
+        trust_remote_code: true
+        dataset_file: <dataset_file>