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+# Analysis
+
+Generate comprehensive benchmarks, analyze performance metrics, and integrate with BalatroBench for detailed statistics visualization.
+
+## Benchmark Generation
+
+Run benchmarks to evaluate model performance:
+
+```bash
+balatrollm benchmark
+```
+
+## Benchmark Results
+
+Benchmarks are organized hierarchically:
+
+```text
+benchmarks/
+├── v0.10.0/                    # Version
+│   ├── default/                # Strategy
+│   │   ├── leaderboard.json    # Strategy summary with aggregated stats
+│   │   └── openai/             # Provider
+│   │       ├── gpt-oss-20b.json        # Model performance summary
+│   │       ├── gpt-oss-120b.json       # Model performance summary
+│   │       ├── gpt-oss-20b/            # Individual runs for model
+│   │       │   ├── 20250922_124308_887_RedDeck_s1__OOOO155/
+│   │       │   │   ├── request-00001/  # Individual LLM request
+│   │       │   │   │   ├── reasoning.md    # LLM reasoning process
+│   │       │   │   │   ├── request.md      # Full request sent to LLM
+│   │       │   │   │   ├── screenshot.png  # Game state screenshot
+│   │       │   │   │   └── tool_call.json  # Function call details
+│   │       │   │   ├── request-00002/
+│   │       │   │   └── ...
+│   │       │   └── [other runs]
+│   │       └── gpt-oss-120b/           # Individual runs for model
+│   │           └── [similar structure]
+│   └── aggressive/             # Other strategies
+│       └── [similar structure]
+```
+
+## BalatroBench Integration
+
+### Overview
+
+[BalatroBench](https://s1m0n38.github.io/balatrobench/) is a web-based dashboard for visualizing and comparing LLM performance in Balatro. It provides interactive charts, leaderboards, and detailed analytics.
+
+### Integrating with BalatroBench
+
+To use BalatroBench as a local dashboard for visualizing your benchmark results:
+
+```bash
+# Step 1: Generate runs with custom output directory
+balatrollm --runs-dir example-runs --runs 20
+
+# Step 2: Generate benchmark analysis
+balatrollm benchmark --runs-dir example-runs --output-dir example-benchmark
+
+# Step 3: Clone BalatroBench repository
+git clone https://github.com/S1M0N38/balatrobench.git /path/to/balatrobench
+
+# Step 4: Move benchmark data to BalatroBench (or create symbolic link)
+mv example-benchmark/benchmarks /path/to/balatrobench/data/benchmarks
+# OR create a symbolic link:
+# ln -s $(pwd)/example-benchmark/benchmarks /path/to/balatrobench/data/benchmarks
+
+# Step 5: Host BalatroBench locally
+cd /path/to/balatrobench
+python3 -m http.server 8001
+# Then visit http://localhost:8001
+```