# Performance Report

Generated by `pytest tests/performance/ -v -s --tb=short`.

## Run metadata

- Real LLM: False

## Per-crew benchmarks

### PlanningCrew

- **wall_time_seconds**: 0.0
- **token_input_estimate**: 95
- **token_output_estimate**: 82
- **agent_think_time_seconds**: 0
- **tool_call_time_seconds**: 0

### DevelopmentCrew

- **wall_time_seconds**: 0.0
- **token_input_estimate**: 106
- **token_output_estimate**: 11
- **agent_think_time_seconds**: 0
- **tool_call_time_seconds**: 0

### QACrew

- **wall_time_seconds**: 0.0
- **token_input_estimate**: 14
- **token_output_estimate**: 500
- **agent_think_time_seconds**: 0
- **tool_call_time_seconds**: 0

### DeploymentCrew

- **wall_time_seconds**: 0.0
- **token_input_estimate**: 0
- **token_output_estimate**: 300
- **agent_think_time_seconds**: 0
- **tool_call_time_seconds**: 0

## Full flow (Demo 1)

- **demo**: Demo 1 (beginner)
- **total_seconds**: 0.0
- **expected_under_10_minutes**: 600
- **phases**: {'total': 1.66997779160738e-07, 'requirements_architecture': 0.0, 'development': 0.0, 'qa': 0.0, 'deployment': 0.0}

## Phase times (seconds)

- **total**: 0.00s
- **requirements_architecture**: 0.00s
- **development**: 0.00s
- **qa**: 0.00s
- **deployment**: 0.00s

## Bottlenecks

- Profile (top cumulative):          149740 function calls (148971 primitive calls) in 0.060 seconds;    Ordered by: cumulative time;    List reduced from 551 to 15 due to restriction <15>;    ncalls  tottime  percall  cumtime  percall filename:lineno(function);         1    0.000    0.000    0.060    0.060 /Users/rickzakharov/dev/github/ai-team/src/ai_team/crews/planning_crew.py:40(create_planning_crew)

## Hardware profiles

### openrouter
- **env**: dev
- **models_per_role**: {'manager': 'openrouter/deepseek/deepseek-chat-v3-0324', 'product_owner': 'openrouter/deepseek/deepseek-chat-v3-0324', 'architect': 'openrouter/deepseek/deepseek-chat-v3-0324', 'backend_dev': 'openrouter/deepseek/deepseek-chat-v3-0324', 'frontend_dev': 'openrouter/deepseek/deepseek-chat-v3-0324', 'devops': 'openrouter/mistralai/devstral-2512', 'cloud': 'openrouter/deepseek/deepseek-chat-v3-0324', 'qa': 'openrouter/deepseek/deepseek-chat-v3-0324'}

## Token estimation

- **total_input_tokens_estimate**: 215
- **total_output_tokens_estimate**: 893
- **projected_openai_equivalent_usd**: 0.0289
- **local_first_note**: Ollama/local runs avoid API cost; only hardware/electricity.

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