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Benchmark updated: 8/18/202630 Tasks
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Data transformation framework for AI. Ultra performant, with incremental processing. 🌟 Star if you like it!

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Harness

1

Mini-SWE-agent
19 / 30

$3.51

10m55s

Key Takeaways

  • This single 30-task run provides a directional result for Claude Opus 5 with Mini-SWE-agent.
  • Claude Opus 5 with Mini-SWE-agent resolved 63.33% of the supplied tasks.

Cost Analysis

Cost / Test vs. Accuracy
ACCURACYCOST

Average Token Use / Test

Token Usage
InputOutputReasoningCache readCache write

No token usage data available.

Cost is the clearest tradeoff in this comparison. Claude Opus 5 leads at 63.33% for $3.51 per test. No other model in this comparison is cheaper.

Latency Analysis

Latency vs. Accuracy
ACCURACYLATENCY

Average Response Time / Test

Response Time
Claude Opus 5
10m 55s

Claude Opus 5 is both the most accurate and fastest model in this comparison at 63.33% and 10m 55s.