{
  "name": "Codna head-to-head benchmark — summary",
  "source": "Codna benchmark runbook — 87 matched bug-fix cases, identical checkouts",
  "method": "Each case ran on an identical checkout for both agents. A case counts only when the fix verified. Figures are averages over the matched cases. Codna = deterministic repository map + agent (bring-your-own-key). Baseline: Cursor.",
  "cases": 87,
  "codna": {
    "verified": "87 / 87",
    "averageWallTimeSeconds": 13.39,
    "averageTotalTokens": 16159,
    "averageModelCostUsd": 0.021052
  },
  "cursor": {
    "verified": "87 / 87",
    "averageWallTimeSeconds": 22.57,
    "averageTotalTokens": 80971,
    "averageModelCostUsd": null
  },
  "multipliersVsCursor": {
    "tokenX": 5,
    "speedX": 1.69
  }
}