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Benchmark · Knowledge

SWE Atlas · Test Writing

Updated 2026-04-07
Models tested
2
Top score
36.7
Claude Opus 4.6 (Fast)
Median
34.2
min 31.8
Top-5 spread
σ 2.5
competitive

Where models cluster

SCORE DISTRIBUTION0–1010–2020–30230–4040–5050–6060–7070–8080–9090–100MEDIAN · 34.2SCORE BUCKET → (0 TO 100)MODELSbenchgecko.ai

Pearson r · original research

Not enough overlapping models yet.

2 models tested · sorted by score

Pulled from the SWE Atlas · Test Writing dataset · updated daily

What does SWE Atlas · Test Writing measure?

SWE Atlas · Test Writing is a knowledge benchmark in the BenchGecko catalog. 2 AI models have been tested on it. Scores range from 31.8 to 36.7 out of 100.

Which model leads on SWE Atlas · Test Writing?

Claude Opus 4.6 (Fast) from Anthropic leads SWE Atlas · Test Writing with a score of 36.7. The median score across 2 tested models is 34.2.

Is SWE Atlas · Test Writing saturated?

No · the top score is 36.7 out of 100 (37%). There is still meaningful room for improvement on SWE Atlas · Test Writing.

What makes SWE Atlas · Test Writing distinctive?

SWE Atlas · Test Writing is a knowledge benchmark with limited overlap to the rest of the catalog · it measures capabilities that are not well-covered by other benchmarks we track.

How often is SWE Atlas · Test Writing data refreshed?

BenchGecko pulls updates daily. New model scores on SWE Atlas · Test Writing appear as soon as they are published by Epoch AI or the model provider.

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