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harbor-framework / terminal-bench

Benchmark updated: 8/13/202630 Tasks
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Measuring and evolving with the frontier of agent work

Languages

Python48.8%JavaScript14%Lean12%TypeScript9.3%Shell4.4%Dockerfile2.2%Other9.3%

Harness

1

Mini-SWE-agent
10 / 30

$0.22

2m46s

Key Takeaways

  • This single 30-task run provides no comparison; its result is directional rather than statistically significant.

Cost Analysis

Cost / Test vs. Accuracy
ACCURACYCOST

Average Token Use / Test

Token Usage
InputOutputReasoningCache readCache write
Claude Haiku 4.5 (Nonthinking)
994K

Cost is the clearest tradeoff in this comparison. Claude Haiku 4.5 (Nonthinking) leads at 33.33% for $0.22 per test. No other model in this comparison is cheaper.

Latency Analysis

Latency vs. Accuracy
ACCURACYLATENCY

Average Response Time / Test

Response Time
Claude Haiku 4.5 (Nonthinking)
2m 46s

Claude Haiku 4.5 (Nonthinking) is both the most accurate and fastest model in this comparison at 33.33% and 2m 46s.