{
  "model": "Qwen3.5-35B Q4_K_XL",
  "port": 7080,
  "timestamp": "2026-02-25T16:56:16Z",
  "hardware": "RTX 4090 (24GB)",
  "max_parallel_slots": 3,
  "concurrency_levels": [
    {
      "concurrency": 1,
      "total_time_ms": 5495.2,
      "primary": [
        {
          "role": "primary_turn_1",
          "ttft_ms": 96.4,
          "response_time_ms": 1106.5,
          "tokens_generated": 59,
          "tokens_per_sec": 53.3,
          "content_preview": "```python\nfrom fastapi import FastAPI, status\nfrom pydantic import BaseModel\nfrom uuid import uuid4\nfrom typing import Optional\n\napp = FastAPI()\n\nclass UserCreate(BaseModel):\n    name: str\n    email: str\n    age: int\n\nclass User(UserCreate):\n    id: str\n\n# In-memory storage for demonstration purposes\nusers_db: list[User] = []\n\n@app.post(\"/users\", status_code=status.HTTP_201_CREATED)\ndef create_user(user: UserCreate):\n    user_id = str(uuid4())\n    created_user = User(id=user_id, **user.model_dum"
        },
        {
          "role": "primary_turn_2",
          "ttft_ms": 133.4,
          "response_time_ms": 1718.1,
          "tokens_generated": 98,
          "tokens_per_sec": 57.0,
          "content_preview": "```python\nfrom pydantic import BaseModel, field_validator, EmailStr, field_validator\nfrom typing import Optional\n\nclass UserCreate(BaseModel):\n    name: str\n    email: str\n    age: int\n\n    @field_validator('name')\n    @classmethod\n    def name_not_empty(cls, v):\n        if not v or not v.strip():\n            raise ValueError('Name cannot be empty')\n        return v.strip()\n\n    @field_validator('email')\n    @classmethod\n    def validate_email_format(cls, v):\n        if '@' not in v:\n           "
        },
        {
          "role": "primary_turn_3",
          "ttft_ms": 183.4,
          "response_time_ms": 2670.5,
          "tokens_generated": 142,
          "tokens_per_sec": 53.2,
          "content_preview": "```python\nfrom fastapi import FastAPI, HTTPException, status\nfrom pydantic import BaseModel, field_validator\nfrom uuid import uuid4\n\napp = FastAPI()\n\n# Module-level storage\nusers_db: dict[str, dict] = {}\n\nclass UserCreate(BaseModel):\n    name: str\n    email: str\n    age: int\n\n    @field_validator('name')\n    @classmethod\n    def name_not_empty(cls, v):\n        if not v or not v.strip():\n            raise ValueError('Name cannot be empty')\n        return v.strip()\n\n    @field_validator('email')\n "
        }
      ],
      "side_tasks": []
    },
    {
      "concurrency": 2,
      "total_time_ms": 4442.9,
      "primary": [
        {
          "role": "primary_turn_1",
          "ttft_ms": 265.1,
          "response_time_ms": 2281.9,
          "tokens_generated": 80,
          "tokens_per_sec": 35.1,
          "content_preview": "```python\nfrom fastapi import FastAPI, status\nfrom pydantic import BaseModel\nfrom uuid import uuid4\nfrom typing import Optional\n\napp = FastAPI()\n\n# In-memory storage for demonstration purposes\nusers_db: dict[str, dict] = {}\n\nclass UserCreate(BaseModel):\n    name: str\n    email: str\n    age: int\n\nclass UserResponse(UserCreate):\n    id: str\n\n@app.post(\"/users\", status_code=status.HTTP_201_CREATED, response_model=UserResponse)\ndef create_user(user: UserCreate):\n    user_id = str(uuid4())\n    create"
        },
        {
          "role": "primary_turn_2",
          "ttft_ms": 125.0,
          "response_time_ms": 1204.2,
          "tokens_generated": 70,
          "tokens_per_sec": 58.1,
          "content_preview": "```python\nfrom pydantic import BaseModel, field_validator, EmailStr\nfrom typing import Optional\n\nclass UserCreate(BaseModel):\n    name: str\n    email: EmailStr\n    age: int\n\n    @field_validator('name')\n    @classmethod\n    def validate_name(cls, v: str) -> str:\n        if not v or not v.strip():\n            raise ValueError('Name cannot be empty or whitespace only.')\n        return v.strip()\n\n    @field_validator('age')\n    @classmethod\n    def validate_age(cls, v: int) -> int:\n        if v < 0"
        },
        {
          "role": "primary_turn_3",
          "ttft_ms": 181.0,
          "response_time_ms": 956.5,
          "tokens_generated": 41,
          "tokens_per_sec": 42.9,
          "content_preview": "```python\nfrom fastapi import FastAPI, HTTPException, status\nfrom uuid import uuid4\n\napp = FastAPI()\n\n# Module-level storage\nusers_db: dict[str, dict] = {}\n\n@app.get(\"/users/{user_id}\", status_code=status.HTTP_200_OK, response_model=UserResponse)\ndef get_user(user_id: str):\n    if user_id not in users_db:\n        raise HTTPException(status_code=status.HTTP_404_NOT_FOUND, detail=\"User not found\")\n    return users_db[user_id]\n```"
        }
      ],
      "side_tasks": [
        {
          "role": "S1_docstring",
          "ttft_ms": 264.1,
          "response_time_ms": 1910.4,
          "tokens_generated": 92,
          "tokens_per_sec": 48.2,
          "verified": true,
          "keywords_found": [
            "sorted",
            "index",
            "target",
            "Args",
            "Returns"
          ],
          "keywords_missing": [],
          "content_preview": "\"\"\"Search for a target value in a sorted array using binary search.\n\n    This function performs a binary search on a sorted list to find the index\n    of a specified target value. If the target is found, its index is returned;\n    otherwise, -1 is returned.\n\n    Args:\n        arr (list): A sorted list of comparable elements.\n        target: The value to search for within the list.\n\n    Returns:\n        int: The index of the target value if found, otherwise -1.\n\n    Example:\n        >>> binary_se"
        }
      ]
    },
    {
      "concurrency": 3,
      "total_time_ms": 6697.6,
      "primary": [
        {
          "role": "primary_turn_1",
          "ttft_ms": 349.2,
          "response_time_ms": 2921.9,
          "tokens_generated": 73,
          "tokens_per_sec": 25.0,
          "content_preview": "```python\nfrom fastapi import FastAPI, status\nfrom pydantic import BaseModel\nfrom uuid import uuid4\nfrom typing import Optional\n\napp = FastAPI()\n\nclass UserCreate(BaseModel):\n    name: str\n    email: str\n    age: int\n\nclass UserResponse(UserCreate):\n    id: str\n\n# In-memory storage for demonstration purposes\nusers_db: list[UserResponse] = []\n\n@app.post(\"/users\", response_model=UserResponse, status_code=status.HTTP_201_CREATED)\ndef create_user(user: UserCreate):\n    user_id = str(uuid4())\n    cre"
        },
        {
          "role": "primary_turn_2",
          "ttft_ms": 143.4,
          "response_time_ms": 1899.6,
          "tokens_generated": 109,
          "tokens_per_sec": 57.4,
          "content_preview": "```python\nfrom pydantic import BaseModel, field_validator, EmailStr\nfrom typing import Optional\nimport re\n\nclass UserCreate(BaseModel):\n    name: str\n    email: str\n    age: int\n\n    @field_validator('name')\n    @classmethod\n    def validate_name(cls, v: str) -> str:\n        if not v or not v.strip():\n            raise ValueError(\"Name cannot be empty\")\n        return v.strip()\n\n    @field_validator('email')\n    @classmethod\n    def validate_email_format(cls, v: str) -> str:\n        if '@' not i"
        },
        {
          "role": "primary_turn_3",
          "ttft_ms": 185.4,
          "response_time_ms": 1875.9,
          "tokens_generated": 84,
          "tokens_per_sec": 44.8,
          "content_preview": "```python\nfrom fastapi import FastAPI, HTTPException, status\nfrom pydantic import BaseModel\nfrom uuid import uuid4\n\napp = FastAPI()\n\n# Module-level storage\nusers_db: dict[str, dict] = {}\n\nclass UserCreate(BaseModel):\n    name: str\n    email: str\n    age: int\n\nclass UserResponse(BaseModel):\n    id: str\n    name: str\n    email: str\n    age: int\n\n@app.post(\"/users\", response_model=UserResponse, status_code=status.HTTP_201_CREATED)\ndef create_user(user: UserCreate):\n    user_id = str(uuid4())\n    cr"
        }
      ],
      "side_tasks": [
        {
          "role": "S1_docstring",
          "ttft_ms": 348.2,
          "response_time_ms": 2427.5,
          "tokens_generated": 92,
          "tokens_per_sec": 37.9,
          "verified": true,
          "keywords_found": [
            "sorted",
            "index",
            "target",
            "Args",
            "Returns"
          ],
          "keywords_missing": [],
          "content_preview": "\"\"\"Search for a target value in a sorted list using binary search.\n\n    This function performs a binary search on a sorted list to find the index\n    of a specified target value. If the target is found, the index is returned;\n    otherwise, -1 is returned.\n\n    Args:\n        arr (list): A sorted list of comparable elements.\n        target: The value to search for within the list.\n\n    Returns:\n        int: The index of the target value if found, otherwise -1.\n\n    Example:\n        >>> binary_sea"
        },
        {
          "role": "S2_unit_tests",
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          "tokens_generated": 59,
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          "verified": true,
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            "def test_",
            "pytest",
            "assert"
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          "keywords_missing": [],
          "content_preview": "```python\nimport pytest\nfrom your_module import calculate_discount  # Replace 'your_module' with actual module name\n\n@pytest.mark.parametrize(\"price, discount_pct, expected\", [\n    (100.0, 20.0, 80.0),\n    (50.5, 10.0, 45.45),\n    (100.0, 0.0, 100.0),\n    (100.0, 100.0, 0.0),\n])\ndef test_calculate_discount_normal_and_edge_cases(price, discount_pct, expected):\n    assert calculate_discount(price, discount_pct) == expected\n\ndef test_calculate_discount_invalid_discount():\n    with pytest.raises(Val"
        }
      ]
    }
  ]
}