Agentic coding
AA Coding Agent Index
Artificial Analysis' overall score for coding agents, combining three coding benchmarks with what each run costs and how many tokens it burns. It rates a model paired with a particular agent harness rather than the model alone, so the same model scores differently in different tools. Higher is better.
Rankings
Higher is betterAA Coding Agent Index — frequently asked questions
- What is AA Coding Agent Index?
- Artificial Analysis' overall score for coding agents, combining three coding benchmarks with what each run costs and how many tokens it burns. It rates a model paired with a particular agent harness rather than the model alone, so the same model scores differently in different tools. Higher is better.
- Which AI model scores highest on AA Coding Agent Index?
- GPT-6 Astra by OpenAI holds the best AA Coding Agent Index result among tracked models, at 67 (released Sep 3 2026). Higher scores are better on this benchmark.
- What are the top 1 models on AA Coding Agent Index?
- 1. GPT-6 Astra (OpenAI) — 67.
- How many models have a published AA Coding Agent Index score?
- 1 tracked model has a published AA Coding Agent Index score. Scores are the figures reported by each lab at that model's release, so this page is a record of results over time rather than a re-run leaderboard.