SimpleQA Verified

A bird's-eye view of the benchmark: what it measures and every AI IQ chart built on it.

About SimpleQA Verified

SimpleQA Verified measures correct-answer rate on Epoch AI's verified factuality set. The efficiency view compares source-backed scores with effective cost and connects explicit reasoning/nonreasoning siblings where available.

SimpleQA Verified Cost Efficiency
SimpleQA Verified score versus runtime effective cost. Explicit reasoning and nonreasoning variants are connected; other published configurations remain standalone points. Color = provider.

How to read this chart

This chart compares source-backed SimpleQA Verified configurations with runtime effective cost. Multiple reasoning levels for the same model are connected; models with one available level remain standalone points. Up and to the left is better.

SimpleQA Verified Scores
Correct-answer rate on Epoch AI's verified factuality set. Color = provider.

How to read this chart

Bars rank models by the source-backed benchmark value used for this chart. Longer bars indicate higher published scores.

SimpleQA Verified vs Effective Cost
X = effective cost (log). Y = SimpleQA Verified score. Color = provider.
Controls:
SimpleQA1:1Cost

How to read this chart

Each point is a public model. The chart compares SimpleQA Verified score against Effective Cost (per 1M I/O Tokens), with color showing the model provider.