Bench / Methodology / run 4f68c95f-2876-4ed0-95c4-6c6ecf7a0b1a

Support intent classification

openai/gpt-4o-mini · task v1 · methodology v1 · visitor-key / video-demo

Deterministic check
1Human spot checkMethodology

As of .

Comparison page · Episode page

Candidate cost: 0.00000855
Judge cost: not recorded
No grand total on this receipt.
Cost source: openrouter_usage
Tokens in / out: 53 / 1
Latency: 1171 ms (wall clock)
Stored at:
Comparison: 65c072a8-816f-416c-9be6-7ef7256b9e70

Judge cost not recorded for these runs

Amounts are the exact stored decimal strings. No rounding is applied. candidate_cost_usd is the sum of measured run costs. judge_cost_usd is the sum of stored tier-2 judge ledger rows, or null when none were recorded. total_cost_usd equals candidate plus judge only when every candidate cost is present and a judge cost was recorded.

Derived integrity

These fields are computed from the stored output and evaluation. The output text below is unchanged.

output_incomplete: false
completeness_confidence: high
completeness_reason: —
presentation: scored
Spot check: Human spot check
Spot-check note: Pass: output is exactly the label "billing" with no extra prose.

Output

billing

Evaluation stored on this run

{
  "tier": 1,
  "score": 1,
  "tier3": {
    "at": "2026-10-02T00:27:14.367Z",
    "date": "2026-10-02",
    "note": "Pass: output is exactly the label \"billing\" with no extra prose.",
    "passed": true,
    "verdict": "agree",
    "reviewer": "cos",
    "issue_found": false,
    "output_read": true
  },
  "checks": [
    {
      "type": "exact_text",
      "detail": "Output matches the expected label.",
      "passed": true
    }
  ],
  "passed": true,
  "status": "scored",
  "tier3_kind": "human",
  "tier_label": "Deterministic check",
  "tier3_label": "Human spot check",
  "presentation": "scored",
  "score_capped": false,
  "display_overall": 1,
  "output_incomplete": false,
  "completeness_reason": null,
  "completeness_confidence": "high"
}