AgentsThe story, in brief

Claude Code is the fastest agent framework but costs nearly three times more than the cheapest rival

Claude Code is 3x pricier per task than OpenCode, but speed matters more than you think in agent frameworks.

Illustration of independent geometric mechanisms passing paper tasks along branching amber tracks.
AI agents and the coordination of work.AI illustration by KeyNews
The KeyNews take

Why it matters

Agent framework choice is shifting from capability to economics: practitioners now have benchmarked cost-vs-speed tradeoffs across real production tasks, forcing budget vs latency decisions into deployment planning.

The key facts

13 to know
  1. Composio benchmark: 30 real-world tasks across 4 agent frameworks

  2. Claude Code: $0.195/task, fastest execution, fewest tool calls

  3. OpenCode: $0.073/task, cheapest option

  4. 3x cost spread across frameworks despite similar success rates

  5. Model tested: Deepseek V4 Flash

  6. Success rates 'mostly similar' across frameworks

  7. Composio tested Deepseek V4 Flash across 4 agent frameworks

  8. 30 real-world tasks evaluated

  9. Claude Code: $0.195 per task (fastest, fewest tool calls/output tokens)

  10. OpenCode: $0.073 per task (cheapest)

  11. 3x cost variance between frameworks

  12. Success rates mostly similar across frameworks

  13. Framework choice driven by price and speed trade-offs

Go to the source

The Decoderthe-decoder.com

Publisher excerpt: Composio tested Deepseek V4 Flash across four agent frameworks on 30 real-world tasks. Success rates were mostly similar, but costs varied by nearly 3x: OpenCode came in cheapest at $0.073 per task, while Claude Code cost $0.195 despite using the fewest tool calls and output tokens. The choice of…
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