{
  "model": "Qwen3.5-35B Q3_K_XL",
  "port": 7081,
  "timestamp": "2026-02-25T16:59:02Z",
  "hardware": "RTX 4090 (24GB)",
  "max_parallel_slots": 3,
  "concurrency_levels": [
    {
      "concurrency": 1,
      "total_time_ms": 6783.5,
      "primary": [
        {
          "role": "primary_turn_1",
          "ttft_ms": 99.6,
          "response_time_ms": 1693.8,
          "tokens_generated": 82,
          "tokens_per_sec": 48.4,
          "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    class Config:\n        from_attributes = True\n\n# In-memory storage for demonstration purposes\nusers_db: dict[str, UserCreate] = {}\n\n@app.post(\"/users\", status_code=status.HTTP_201_CREATED, response_model=UserResponse)\nasync def create"
        },
        {
          "role": "primary_turn_2",
          "ttft_ms": 147.2,
          "response_time_ms": 1833.6,
          "tokens_generated": 109,
          "tokens_per_sec": 59.4,
          "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 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('age')\n    @classmethod\n    def validate_age_range(cls, v):\n        if v < 0 or v > 150:\n            raise ValueE"
        },
        {
          "role": "primary_turn_3",
          "ttft_ms": 206.3,
          "response_time_ms": 3256.0,
          "tokens_generated": 169,
          "tokens_per_sec": 51.9,
          "content_preview": "```python\nfrom fastapi import FastAPI, HTTPException, status\nfrom pydantic import BaseModel, field_validator, EmailStr\nfrom uuid import uuid4\nfrom typing import Optional\n\napp = FastAPI()\n\n# Module-level storage\nusers_db: dict[str, UserResponse] = {}\n\nclass UserCreate(BaseModel):\n    name: str\n    email: EmailStr\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      "
        }
      ],
      "side_tasks": []
    },
    {
      "concurrency": 2,
      "total_time_ms": 5532.8,
      "primary": [
        {
          "role": "primary_turn_1",
          "ttft_ms": 266.0,
          "response_time_ms": 1460.1,
          "tokens_generated": 46,
          "tokens_per_sec": 31.5,
          "content_preview": "```python\nfrom fastapi import FastAPI\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@app.post(\"/users\", response_model=User, status_code=201)\nasync def create_user(user_data: UserCreate):\n    user_id = str(uuid4())\n    return User(id=user_id, **user_data.dict())\n```"
        },
        {
          "role": "primary_turn_2",
          "ttft_ms": 132.6,
          "response_time_ms": 1551.5,
          "tokens_generated": 87,
          "tokens_per_sec": 56.1,
          "content_preview": "```python\nfrom pydantic import BaseModel, validator, EmailStr\nfrom typing import Optional\n\nclass UserCreate(BaseModel):\n    name: str\n    email: str\n    age: int\n\n    @validator('name')\n    def name_not_empty(cls, v):\n        if not v.strip():\n            raise ValueError('Name cannot be empty')\n        return v\n\n    @validator('email')\n    def email_format(cls, v):\n        if '@' not in v or '.' not in v.split('@')[-1]:\n            raise ValueError('Invalid email format: must contain @ and a do"
        },
        {
          "role": "primary_turn_3",
          "ttft_ms": 135.5,
          "response_time_ms": 2521.0,
          "tokens_generated": 139,
          "tokens_per_sec": 55.1,
          "content_preview": "```python\nfrom fastapi import FastAPI, HTTPException\nfrom pydantic import BaseModel, 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    @validator('name')\n    def name_not_empty(cls, v):\n        if not v.strip():\n            raise ValueError('Name cannot be empty')\n        return v\n\n    @validator('email')\n    def email_format(cls, v):\n        if '@' not in v or '.' "
        }
      ],
      "side_tasks": [
        {
          "role": "S1_docstring",
          "ttft_ms": 265.1,
          "response_time_ms": 1813.1,
          "tokens_generated": 74,
          "tokens_per_sec": 40.8,
          "verified": true,
          "keywords_found": [
            "sorted",
            "index",
            "target",
            "Args",
            "Returns"
          ],
          "keywords_missing": [],
          "content_preview": "Performs a binary search on a sorted list to find the index of a target value.\n\nArgs:\n    arr (list): A sorted list of comparable elements.\n    target: The value to search for in the list.\n\nReturns:\n    int: The index of the target in the list if found; otherwise, -1.\n\nRaises:\n    ValueError: If the input list is not sorted.\n\nExample:\n    >>> binary_search([1, 3, 5, 7, 9], 5)\n    2\n    >>> binary_search([1, 3, 5, 7, 9], 6)\n    -1"
        }
      ]
    },
    {
      "concurrency": 3,
      "total_time_ms": 6167.8,
      "primary": [
        {
          "role": "primary_turn_1",
          "ttft_ms": 311.7,
          "response_time_ms": 2906.5,
          "tokens_generated": 77,
          "tokens_per_sec": 26.5,
          "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: dict[str, UserResponse] = {}\n\n@app.post(\"/users\", status_code=status.HTTP_201_CREATED, response_model=UserResponse)\nasync def create_user(user: UserCreate):\n    user_id = str(uuid4"
        },
        {
          "role": "primary_turn_2",
          "ttft_ms": 147.5,
          "response_time_ms": 1349.8,
          "tokens_generated": 81,
          "tokens_per_sec": 60.0,
          "content_preview": "```python\nfrom pydantic import BaseModel, field_validator, Field\nfrom typing import Optional\n\nclass UserCreate(BaseModel):\n    name: str = Field(..., min_length=1, description=\"Name must be non-empty\")\n    email: str = Field(..., description=\"Email must contain @ and a dot after @\")\n    age: int = Field(..., ge=0, le=150, description=\"Age must be between 0 and 150\")\n\n    @field_validator('email')\n    @classmethod\n    def validate_email_format(cls, v: str) -> str:\n        if '@' not in v or '.' n"
        },
        {
          "role": "primary_turn_3",
          "ttft_ms": 190.9,
          "response_time_ms": 1911.3,
          "tokens_generated": 93,
          "tokens_per_sec": 48.7,
          "content_preview": "```python\nfrom fastapi import FastAPI, HTTPException, status\nfrom pydantic import BaseModel, field_validator, Field\nfrom uuid import uuid4\n\napp = FastAPI()\n\nclass UserCreate(BaseModel):\n    name: str = Field(..., min_length=1)\n    email: str = Field(...)\n    age: int = Field(..., ge=0, le=150)\n\n    @field_validator('email')\n    @classmethod\n    def validate_email_format(cls, v: str) -> str:\n        if '@' not in v or '.' not in v.split('@')[-1]:\n            raise ValueError(\"Invalid email format"
        }
      ],
      "side_tasks": [
        {
          "role": "S1_docstring",
          "ttft_ms": 84.4,
          "response_time_ms": 2019.8,
          "tokens_generated": 71,
          "tokens_per_sec": 35.2,
          "verified": true,
          "keywords_found": [
            "sorted",
            "index",
            "target",
            "Args",
            "Returns"
          ],
          "keywords_missing": [],
          "content_preview": "Performs a binary search on a sorted list to find the index of a target value.\n\nArgs:\n    arr (list): A sorted list of comparable elements.\n    target: The value to search for in the list.\n\nReturns:\n    int: The index of the target if found, otherwise -1.\n\nRaises:\n    ValueError: If the input list is not sorted.\n\nExample:\n    >>> binary_search([1, 3, 5, 7, 9], 5)\n    2\n    >>> binary_search([1, 3, 5, 7, 9], 2)\n    -1"
        },
        {
          "role": "S2_unit_tests",
          "ttft_ms": 311.3,
          "response_time_ms": 3113.8,
          "tokens_generated": 58,
          "tokens_per_sec": 18.6,
          "verified": true,
          "keywords_found": [
            "def test_",
            "pytest",
            "assert"
          ],
          "keywords_missing": [],
          "content_preview": "```python\nimport pytest\nfrom your_module import calculate_discount  # Replace with actual import path\n\n@pytest.mark.parametrize(\"price, discount_pct, expected\", [\n    (100.0, 20.0, 80.0),\n    (50.5, 10.0, 45.45),\n    (200.0, 0.0, 200.0),\n    (200.0, 100.0, 0.0),\n])\ndef test_normal_and_edge_cases(price, discount_pct, expected):\n    assert calculate_discount(price, discount_pct) == expected\n\ndef test_invalid_discount_percentage():\n    with pytest.raises(ValueError, match=\"Discount must be 0-100\"):"
        }
      ]
    }
  ]
}