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Github Copilot Fusion Orchestrates Anthropic And Openai Models To Balance Performance And Cost

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artificialanalysis.ai
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Artificial Analysis articles
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Why it matters

Copilot Fusion routes between Anthropic and OpenAI models and reaches near-frontier coding scores at $5.59 per task versus $11.42 for Claude Code with Opus 5.5. That makes routing a credible cost lever for coding agents.

Key takeaways · AI-distilled
  • Copilot Fusion is a runtime orchestrator that picks among Anthropic and OpenAI models, including Claude Opus 5.5, Sonnet 5.5, GPT-6 Astra and GPT-6 Sol, per task. Artificial Analysis measured its max setting 2 points below Claude Code with Opus 5.5 on its Coding Index.
  • Fusion cost $5.59 per task versus $11.42 for Claude Code with Opus 5.5 (max), and used 7.2M per task, about half of Opus 5.5 in Claude Code and 30% less than Devin Fusion. Token charges follow whichever underlying models handle the request.
  • Its scores are uneven across the index's three equally weighted benchmarks: it leads Terminal-Bench 4.0 at 71, ranks third on FrontierCode at 51 behind Claude Code with Opus 5.5 (56), and lags on SWE-Atlas-QnA-AA at 57.
Terms in this piece · Glossary
  • AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.
  • token — The chunk of text a model reads and writes in — roughly three-quarters of a word — and the unit AI usage is billed in.
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