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mkarots / benedict

Benchmark updated: 10/1/202630 Tasks
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Bene(volent) dict(ator) agents for repos

Languages

Python91.6%HTML7.5%Makefile0.9%

Harness

1

Mini-SWE-agent
24 / 30

$1.45

8m22s

Key Takeaways

  • This single 30-task run provides no model or harness comparison.
  • Claude Sonnet 4.6 with Mini-SWE-agent resolves 80% 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 Sonnet 4.6 leads at 80.00% for $1.45 per test. No other model in this comparison is cheaper.

Latency Analysis

Latency vs. Accuracy
ACCURACYLATENCY

Average Response Time / Test

Response Time
Claude Sonnet 4.6
8m 22s

Claude Sonnet 4.6 is both the most accurate and fastest model in this comparison at 80.00% and 8m 22s.