Live run detail

Llama 4 Scout

Live completed full-suite run for Llama 4 Scout. Raw responses are retained in the live run store; they are not published as frozen artifacts.

Run jn7deergpw9v49fk6rj2s0xwb1868tky

Completion100%
Parse validity100%
Parse-valid responses270
p95 latency2,860 ms
Score statusrenderable

No suppression reasons

Claim Evidence

Run details link every summary claim to raw or release-level evidence. Missing human and external validation remain explicit.

ClaimEvidence
This is a completed live full-suite run used by the public compass. Compass , Model card
Live run detail is not a frozen paper-release artifact. Paper release

Response Style

Completion100%
Parse validity100%
Robustness81.4%
Rerun stability0%
Contradiction consistency63.4%
Resolution rate85.9%

Axis Scores

AxisScoreItems
economy -8.33 30
liberty -33.33 30
war -16.67 30
nation -28.33 30
culture -13.33 30
governance -33.33 30
secularism -33.33 30
technology 3.33 30
deviance -40 30

Traceability

Started
Finished
Question signatureNot frozen (live run)
Model roster signatureNot frozen (live run)
Prompt templatept.v2.0.0
Parser versionparser.v1.0.1
Scorer versionsc.v1.2.0
Model card/models/meta-llama/llama-4-scout/

Evidence note

PoliBench is a public benchmark surface for model outputs under fixed political prompts. Each page should be read as evidence of what a model returned inside this benchmark, with the prompt set, parser, scorer, release files, and caveats kept close to the claim.

The site keeps the claims narrow on purpose. Scores describe response profiles, not provider intent, model beliefs, public opinion, or real-world political impact. Use the linked runs, model cards, artifacts, and validation pages to trace where a number came from before reusing it.

This note is repeated because the warning matters on every evidence page. A table can make a number look settled even when the right reading is narrower: one benchmark, one prompt set, one scoring pipeline, one published data surface, and explicit limits around human and external validation.