diff --git a/.buildkite/npu/test-npu-nightly.yml b/.buildkite/npu/test-npu-nightly.yml
index 5e242be72..bf3cf277c 100644
--- a/.buildkite/npu/test-npu-nightly.yml
+++ b/.buildkite/npu/test-npu-nightly.yml
@@ -247,6 +247,42 @@ steps:
             buildkite-agent artifact upload "tests/dfx/perf/results/diffusion_result_*.json"
             buildkite-agent artifact upload "tests/dfx/perf/results/logs/*.log"
             exit $$EXIT
+      - label: ":full_moon: Diffusion X2I(&A&T) · Perf Test · Qwen-Image · Single-NPU"
+        source_file_dependencies: diffusion_qwen_image_perf
+        key: nightly-diffusion-x2iat-performance-qwen-image-single-npu
+        timeout_in_minutes: 180
+        mirror_hardwares: a3_npu_2
+        env:
+          VLLM_WORKER_MULTIPROC_METHOD: spawn
+          HF_TOKEN: "${HF_TOKEN}"
+          DIFFUSION_ATTENTION_BACKEND: TORCH_SDPA
+        commands:
+          - export DIFFUSION_BENCHMARK_DIR=tests/dfx/perf/results
+          - |
+            set +e
+            pytest -s -v tests/dfx/perf/scripts/run_diffusion_benchmark.py -m "npu and A3 and cards_1" --test-config-file tests/dfx/perf/tests/test_qwen_image_vllm_omni.json
+            EXIT=$$?
+            buildkite-agent artifact upload "tests/dfx/perf/results/diffusion_result_*.json"
+            buildkite-agent artifact upload "tests/dfx/perf/results/logs/*.log"
+            exit $$EXIT
+      - label: ":full_moon: Diffusion X2I(&A&T) · Perf Test · Qwen-Image · 4-NPU"
+        source_file_dependencies: diffusion_qwen_image_perf
+        key: nightly-diffusion-x2iat-performance-qwen-image-4npu
+        timeout_in_minutes: 180
+        mirror_hardwares: a3_npu_4
+        env:
+          VLLM_WORKER_MULTIPROC_METHOD: spawn
+          HF_TOKEN: "${HF_TOKEN}"
+          DIFFUSION_ATTENTION_BACKEND: TORCH_SDPA
+        commands:
+          - export DIFFUSION_BENCHMARK_DIR=tests/dfx/perf/results
+          - |
+            set +e
+            pytest -s -v tests/dfx/perf/scripts/run_diffusion_benchmark.py -m "npu and A3 and cards_4" --test-config-file tests/dfx/perf/tests/test_qwen_image_vllm_omni.json
+            EXIT=$$?
+            buildkite-agent artifact upload "tests/dfx/perf/results/diffusion_result_*.json"
+            buildkite-agent artifact upload "tests/dfx/perf/results/logs/*.log"
+            exit $$EXIT
   - group: ":card_index_dividers: Diffusion X2V Model Test"
     key: nightly-diffusion-x2v-group
     depends_on: upload-nightly-pipeline
diff --git a/tests/dfx/perf/tests/test_qwen_image_vllm_omni.json b/tests/dfx/perf/tests/test_qwen_image_vllm_omni.json
index 61cb334eb..5483ffd16 100644
--- a/tests/dfx/perf/tests/test_qwen_image_vllm_omni.json
+++ b/tests/dfx/perf/tests/test_qwen_image_vllm_omni.json
@@ -60,6 +60,42 @@
       }
     ]
   },
+  {
+    "test_name": "test_qwen_image_single_device_a3",
+    "mark": [
+      {
+        "hardware_marks": {
+          "res": {
+            "npu": "A3"
+          },
+          "num_cards": 1
+        }
+      },
+      "full_model",
+      "diffusion"
+    ],
+    "description": "Single-device baseline (no parallelism)",
+    "server_type": "vllm-omni",
+    "server_params": {
+      "model": "Qwen/Qwen-Image",
+      "serve_args": {
+        "enable-diffusion-pipeline-profiler": true
+      }
+    },
+    "benchmark_params": [
+      {
+        "name": "512x512_steps20",
+        "dataset": "random",
+        "task": "t2i",
+        "width": 512,
+        "height": 512,
+        "num-inference-steps": 20,
+        "num-prompts": 10,
+        "max-concurrency": 1,
+        "enable-negative-prompt": true
+      }
+    ]
+  },
   {
     "test_name": "test_qwen_image_single_device_step_execution",
     "mark": [
@@ -144,13 +180,66 @@
       }
     ]
   },
+  {
+    "test_name": "test_qwen_image_single_device_step_execution_a3",
+    "mark": [
+      {
+        "hardware_marks": {
+          "res": {
+            "npu": "A3"
+          },
+          "num_cards": 1
+        }
+      },
+      "full_model",
+      "diffusion"
+    ],
+    "description": "Single-device step execution: sequential 512 plus 512 concurrency sweep. One server (max-num-seqs 8).",
+    "server_type": "vllm-omni",
+    "server_params": {
+      "model": "Qwen/Qwen-Image",
+      "serve_args": {
+        "enable-diffusion-pipeline-profiler": true,
+        "step-execution": true,
+        "max-num-seqs": 8
+      }
+    },
+    "benchmark_params": [
+      {
+        "name": "512x512_steps20",
+        "dataset": "random",
+        "task": "t2i",
+        "width": 512,
+        "height": 512,
+        "num-inference-steps": 20,
+        "num-prompts": 10,
+        "max-concurrency": 1,
+        "enable-negative-prompt": true
+      },
+      {
+        "name": "512x512_steps20_high_concurrency",
+        "dataset": "random",
+        "task": "t2i",
+        "width": 512,
+        "height": 512,
+        "num-inference-steps": 20,
+        "num-prompts": [20, 40, 80, 160],
+        "max-concurrency": [1, 2, 4, 8],
+        "warmup-requests": 8,
+        "warmup-concurrency": 8,
+        "warmup-num-inference-steps": 20,
+        "enable-negative-prompt": true
+      }
+    ]
+  },
   {
     "test_name": "test_qwen_image_ulysses2_cfg2_vae_patch4",
     "mark": [
       {
         "hardware_marks": {
           "res": {
-            "cuda": ["H100", "B200"]
+            "cuda": ["H100", "B200"],
+            "npu": "A3"
           },
           "num_cards": 4
         }
@@ -265,5 +354,55 @@
         }
       }
     ]
+  },
+  {
+    "test_name": "test_qwen_image_ulysses2_cfg2_cache_dit_a3",
+    "mark": [
+      {
+        "hardware_marks": {
+          "res": {
+            "npu": "A3"
+          },
+          "num_cards": 4
+        }
+      },
+      "full_model",
+      "diffusion"
+    ],
+    "description": "Ulysses SP=2 + CFG-parallel=2 + CacheDiT acceleration",
+    "server_type": "vllm-omni",
+    "server_params": {
+      "model": "Qwen/Qwen-Image",
+      "serve_args": {
+        "ulysses-degree": 2,
+        "cfg-parallel-size": 2,
+        "cache-backend": "cache_dit",
+        "cache-config": {
+          "Fn_compute_blocks": 1,
+          "Bn_compute_blocks": 0,
+          "max_warmup_steps": 4,
+          "residual_diff_threshold": 0.24,
+          "max_continuous_cached_steps": 3,
+          "enable_taylorseer": false,
+          "taylorseer_order": 1,
+          "scm_steps_mask_policy": null,
+          "scm_steps_policy": "dynamic"
+        },
+        "enable-diffusion-pipeline-profiler": true
+      }
+    },
+    "benchmark_params": [
+      {
+        "name": "512x512_steps20",
+        "dataset": "random",
+        "task": "t2i",
+        "width": 512,
+        "height": 512,
+        "num-inference-steps": 20,
+        "num-prompts": 10,
+        "max-concurrency": 1,
+        "enable-negative-prompt": true
+      }
+    ]
   }
 ]