{
  "source": "original paper only",
  "source_url": "https://arxiv.org/html/2610.13025v1",
  "local_run": false,
  "reviewed_at": "2026-10-12",
  "rows": [
    {
      "metric": "Polyglot pass@1",
      "reported_value": "82.1%",
      "comparator_or_protocol": "GEA 62.6%"
    },
    {
      "metric": "SWE-bench Verified resolved",
      "reported_value": "48.3%",
      "comparator_or_protocol": "HGM 41.0%"
    },
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      "metric": "LiveCodeBench pass@1",
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      "comparator_or_protocol": "HGM 56.0%"
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}
