Benchmark checker Knowledge and reasoning

Is SimpleQA Verified still meaningful?

Status:Still useful Checked against the report, 5 November 2026

Verdict

Yes. It passed Epoch AI's audit, though it rewards guessing over saying "I don't know".

Why still useful: Epoch AI rates it Verified: only 5 of 50 sampled items had score-affecting defects.[1][1] Epoch's benchmark reviews The Neuron Secondary

What “Still useful” means

Known problems

  • It counts abstentions as wrong, which rewards guessing.[1][1] Epoch's benchmark reviews The Neuron Secondary

What to look at instead

The report names no direct successor.

Where it appears in the report

Chapter 1, Benchmarks

Sources

Copied from the chapter source lists. Each number links back to the source in its chapter.

  1. [1]
    Epoch's benchmark reviews, The Neuron. It reports nine Flawed and four Verified ratings on 18 Sep 2026. Secondary theneuron.ai Chapter 1, source 36
  2. [2]
    Benchmark data bundle, Epoch AI. Dated scores (5 Nov 2026) and ceilings for most benchmarks here. Primary epoch.ai Chapter 1, source 1