BLXBenchBLXBench UI
blxbench

Benchmark

Misc

DocsOur TestsPassSponsor / Partnership
DocsOur TestsPassSponsor / Partnership
BLXBenchBLXBench UI
blxbench

Benchmark

Suite

Misc

DocsOur TestsPassSponsor / Partnership
DocsOur TestsPassSponsor / Partnership
  1. Home
  2. Our Tests
  3. Reasoning-Uad-Conflicting-Telemetry
blxbench

Test fixture

Reasoning-Uad-Conflicting-Telemetry

Reasoningv2 — Resiliencehardscorer: rubric_json_metrics

Arithmetic, symbolic steps, and structured problem solving.

How it is scored

The model receives the prompt (and optional system message). The run uses scorer rubric_json_metrics with the JSON configuration below. Pass/fail and partial credit are determined entirely by that scorer against the model output; no human grading.

User prompt
Return JSON only with keys answer, evidence, constraints. Metrics show p95 latency doubled, traces show normal spans for sampled requests, and sampling was reduced from 10% to 1%. Explain why the evidence conflicts.
Scorer config
{
  "metrics": {
    "accuracy": {
      "checks": [
        {
          "contains": [
            "sampling"
          ]
        },
        {
          "contains": [
            "p95 latency"
          ]
        },
        {
          "contains": [
            "traces"
          ]
        }
      ]
    },
    "evidence": {
      "checks": [
        {
          "contains": [
            "reduced from 10% to 1%"
          ]
        },
        {
          "contains": [
            "normal spans"
          ]
        },
        {
          "contains": [
            "metrics"
          ]
        }
      ]
    },
    "constraint": {
      "checks": [
        {
          "contains": [
            "sample bias"
          ]
        },
        {
          "contains": [
            "cannot dismiss"
          ]
        },
        {
          "contains": [
            "uncertainty"
          ]
        }
      ]
    }
  }
}
Run parameters

temperature

0

max_tokens

560

timeout (s)

120

type

scored

file

reasoning-uad-conflicting-telemetry.json

← PreviousReasoning-Uad-Ambiguous-Root-Cause
|
Next →Reasoning-Uad-Contradictory-Spec

BLXBench

Community driven leaderboardPublic benchmark runner — run in your environment, share results with the community.

© 2026 BLXBench by bitslix.com

ProvenanceAggregated from user runs
Scope40 / 11 / 490
Latestrun_f78b01 / 459 / $18.57
TermsPrivacy