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LLM Evaluation

Human evaluation of model outputs at production quality.

Side-by-side comparisons, rubric scoring, factuality audits, and benchmark creation, run by your trusted evaluators inside Worqgrid Studio.

Side-by-side preference

Show two model outputs and capture pairwise preferences with notes. Worqgrid handles randomization, blinding, and tie-handling.

Response A · preferred
Concise summary with citation links and clear caveats.
Response B
Verbose, no sources, mild hallucination on the publication date.

Rubric scoring

Score model outputs across multiple axes, factuality, helpfulness, tone, formatting, with custom Likert or rubric scales.

Factuality 4 / 5
Helpfulness 5 / 5
Safety 5 / 5
Format adherence 3 / 5

Factuality & hallucination audits

Have evaluators mark each claim as supported, unsupported, or fabricated, with optional source links and severity ratings.

Benchmark creation

Build versioned, private eval sets curated by your domain experts. Run them against any model with a one-click rerun.

Why teams choose Worqgrid for evaluation

Your evaluators, your IP

Bring the domain experts you already trust. Outputs and prompts never leave your tenant.

Live IAA monitoring

Inter-annotator agreement is computed in real time so calibration drift surfaces fast.

Pay globally

Reward evaluators directly, anywhere in the world, no payroll layer, no platform skim.

Run your evals on Worqgrid.