Bench / Methodology / run f6d12eae-f247-4d4a-bede-fead9cbdf344

Tone-matched support reply

deepseek/deepseek-chat-v3.1 · task v1 · methodology v1 · visitor-key / video-demo

LLM judge
5/5accuracy 5 · tone_match 5 · completeness 5 · policy_safety 5Human spot checkMethodology

As of .

Comparison page · Episode page

Candidate cost: 0.000165
Judge cost: not recorded
No grand total on this receipt.
Cost source: openrouter_usage
Tokens in / out: 51 / 83
Latency: 243 ms (wall clock)
Stored at:
Comparison: c84cb8c1-af67-4ac2-8460-3723111f6859

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: flawless
Spot check: Human spot check
Spot-check note: cos-ops spot check: stored evaluation status=scored passed=true score=5; output present and format-compliant for featured publish.

Output

Of course. Here is a draft reply:

**Subject: A replacement for your mug is on the way**

Hi there,

Thanks for reaching out. I'm so sorry to hear the mug arrived damaged—that's so disappointing.

We're sending a replacement out to you right away and will email you the tracking details shortly.

We hope you'll love it!

Best,

[Your Name]
Customer Care Team

Evaluation stored on this run

{
  "tier": 2,
  "notes": "The reply is warm, brief, and direct, accurately offers a replacement, adheres to policy by not promising a refund, and clearly communicates the next steps.",
  "score": 5,
  "tier3": {
    "at": "2026-10-01T13:57:27.266Z",
    "note": "cos-ops spot check: stored evaluation status=scored passed=true score=5; output present and format-compliant for featured publish.",
    "passed": true,
    "reviewer": "cos-ops"
  },
  "passed": true,
  "status": "scored",
  "dimensions": {
    "accuracy": 5,
    "tone_match": 5,
    "completeness": 5,
    "policy_safety": 5
  },
  "tier3_kind": "human",
  "tier_label": "LLM judge",
  "tier3_label": "Human spot check",
  "presentation": "flawless",
  "score_capped": false,
  "judge_model_id": "google/gemini-2.5-flash-lite",
  "display_overall": 5,
  "output_incomplete": false,
  "completeness_reason": null,
  "rubric_prompt_version": "rubric-v1",
  "completeness_confidence": "high"
}