{
  "model": "Qwen3.5-35B Q3_K_XL",
  "port": 7081,
  "timestamp": "2026-02-25T17:28:02Z",
  "hardware": "RTX 4090 (24GB)",
  "max_parallel_slots": 3,
  "concurrency_levels": [
    {
      "concurrency": 1,
      "total_time_ms": 6451.2,
      "primary": [
        {
          "role": "primary_turn_1",
          "ttft_ms": 102.4,
          "response_time_ms": 1547.3,
          "tokens_generated": 77,
          "tokens_per_sec": 49.8,
          "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\nusers_db: dict[str, UserCreate] = {}\n\n@app.post(\"/users\", status_code=status.HTTP_201_CREATED, response_model=UserResponse)\nasync def create_user(use"
        },
        {
          "role": "primary_turn_2",
          "ttft_ms": 150.5,
          "response_time_ms": 1803.7,
          "tokens_generated": 102,
          "tokens_per_sec": 56.5,
          "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_must_not_be_empty(cls, v):\n        if not v or not v.strip():\n            raise ValueError('Name cannot be empty')\n        return v\n\n    @field_validator('age')\n    @classmethod\n    def age_must_be_valid_range(cls, v):\n        if v < 0 or v > 150:\n            raise V"
        },
        {
          "role": "primary_turn_3",
          "ttft_ms": 196.3,
          "response_time_ms": 3100.1,
          "tokens_generated": 158,
          "tokens_per_sec": 51.0,
          "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# Storage\nusers_db: dict[str, dict] = {}\n\nclass UserCreate(BaseModel):\n    name: str\n    email: EmailStr\n    age: int\n\n    @field_validator('name')\n    @classmethod\n    def name_must_not_be_empty(cls, v):\n        if not v or not v.strip():\n            raise ValueError('Name cannot be empty')\n        return v\n\n "
        }
      ],
      "side_tasks": []
    },
    {
      "concurrency": 2,
      "total_time_ms": 7199.0,
      "primary": [
        {
          "role": "primary_turn_1",
          "ttft_ms": 257.6,
          "response_time_ms": 2187.1,
          "tokens_generated": 71,
          "tokens_per_sec": 32.5,
          "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 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, response_model=User)\nasync def create_user(user: UserCreate):\n    new_user = User(\n        id=str(uuid4()),\n      "
        },
        {
          "role": "primary_turn_2",
          "ttft_ms": 133.4,
          "response_time_ms": 1855.2,
          "tokens_generated": 118,
          "tokens_per_sec": 63.6,
          "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_must_not_be_empty(cls, v):\n        if not v or not v.strip():\n            raise ValueError('Name cannot be empty')\n        return v\n\n    @field_validator('age')\n    @classmethod\n    def age_must_be_valid(cls, v):\n        if v < 0 or v > 150:\n            raise ValueEr"
        },
        {
          "role": "primary_turn_3",
          "ttft_ms": 193.3,
          "response_time_ms": 3156.5,
          "tokens_generated": 164,
          "tokens_per_sec": 52.0,
          "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, dict] = {}\n\nclass UserCreate(BaseModel):\n    name: str\n    email: EmailStr\n    age: int\n\n    @field_validator('name')\n    @classmethod\n    def name_must_not_be_empty(cls, v):\n        if not v or not v.strip():\n            raise ValueError('Name cannot be empty')\n      "
        }
      ],
      "side_tasks": [
        {
          "role": "S1_docstring",
          "ttft_ms": 276.9,
          "response_time_ms": 1976.5,
          "tokens_generated": 94,
          "tokens_per_sec": 47.6,
          "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, 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 in the list if found; otherwise, -1.\n\n    Example:\n        >>> bi"
        }
      ]
    },
    {
      "concurrency": 3,
      "total_time_ms": 7386.0,
      "primary": [
        {
          "role": "primary_turn_1",
          "ttft_ms": 368.9,
          "response_time_ms": 2887.4,
          "tokens_generated": 77,
          "tokens_per_sec": 26.7,
          "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\", response_model=UserResponse, status_code=status.HTTP_201_CREATED)\ndef create_user("
        },
        {
          "role": "primary_turn_2",
          "ttft_ms": 148.1,
          "response_time_ms": 1722.3,
          "tokens_generated": 97,
          "tokens_per_sec": 56.3,
          "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    def name_must_not_be_empty(cls, v):\n        if not v.strip():\n            raise ValueError('Name cannot be empty')\n        return v\n\n    @field_validator('age')\n    def age_must_be_valid(cls, v):\n        if v < 0 or v > 150:\n            raise ValueError('Age must be between 0 and 150')\n      "
        },
        {
          "role": "primary_turn_3",
          "ttft_ms": 191.3,
          "response_time_ms": 2775.9,
          "tokens_generated": 140,
          "tokens_per_sec": 50.4,
          "content_preview": "```python\nfrom fastapi import FastAPI, HTTPException, status\nfrom pydantic import BaseModel, field_validator, EmailStr\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: EmailStr\n    age: int\n\n    @field_validator('name')\n    def name_must_not_be_empty(cls, v):\n        if not v.strip():\n            raise ValueError('Name cannot be empty')\n        return v\n\n    @field_validator('age')\n    def age_mu"
        }
      ],
      "side_tasks": [
        {
          "role": "S1_docstring",
          "ttft_ms": 367.9,
          "response_time_ms": 2110.1,
          "tokens_generated": 71,
          "tokens_per_sec": 33.6,
          "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], 6)\n    -1"
        },
        {
          "role": "S2_unit_tests",
          "ttft_ms": 368.0,
          "response_time_ms": 3279.0,
          "tokens_generated": 60,
          "tokens_per_sec": 18.3,
          "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_negative():\n    with pytest.raises(ValueError, match=\"Discount must be 0-100\"):\n "
        }
      ]
    }
  ]
}