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-Mas-Schema-Backfill
blxbench

Test fixture

Reasoning-Mas-Schema-Backfill

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. Migration doc says backfill completed at 10:00. Query logs show null new_user_id at 10:15 for migrated rows. Identify implication and safest action.
Scorer config
{
  "metrics": {
    "accuracy": {
      "checks": [
        {
          "contains": [
            "10:15"
          ]
        },
        {
          "contains": [
            "null"
          ]
        },
        {
          "contains": [
            "backfill"
          ]
        }
      ]
    },
    "evidence": {
      "checks": [
        {
          "contains": [
            "10:00"
          ]
        },
        {
          "contains": [
            "migration doc"
          ]
        },
        {
          "contains": [
            "safest action"
          ]
        }
      ]
    },
    "constraint": {
      "checks": [
        {
          "contains": [
            "multi-artifact"
          ]
        },
        {
          "contains": [
            "rollback"
          ]
        },
        {
          "contains": [
            "verify"
          ]
        }
      ]
    }
  }
}
Run parameters

temperature

0

max_tokens

500

timeout (s)

120

type

scored

file

reasoning-mas-schema-backfill.json

← PreviousReasoning-Mas-Idempotency-Key
|
Next →Reasoning-Uad-Ambiguous-Root-Cause

BLXBench

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

© 2026 BLXBench by bitslix.com

ProvenanceAggregated from user runs
Scope41 / 11 / 490
Latestrun_3d5451 / 459 / $1.75
TermsPrivacy