Who leads the LogiQA benchmark?

gpt-4o currently leads LogiQA with a score of 56.3 on accuracy.

What is the state-of-the-art score on LogiQA?

The state-of-the-art result on LogiQA is 56.3 (accuracy), achieved by gpt-4o as of 2026.

How many models are tracked on LogiQA?

Codesota tracks 2 models on LogiQA.

When was the LogiQA leaderboard last updated?

The LogiQA leaderboard on Codesota includes results through 2026.

Codesota · Benchmark · LogiQAHome/Leaderboards/Language & Knowledge/Logical Reasoning/LogiQA

Unknown

LogiQA.

Name: LogiQA Benchmark Results
Creator: Unknown
Published: 2026-01-01
License: https://creativecommons.org/licenses/by/4.0/

8,678 logical reasoning questions from National Civil Servants Examinations of China.

Paper ↗Leaderboard ↓

§ 01 · Leaderboard

Results by metric.

Only 2 models on this benchmark

Help build the community leaderboard — submit your model results.

Found a wrong score or missing run?

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Add / edit result ↗Report issue ↗

accuracy

Accuracy is the reported evaluation metric for LogiQA. Codesota tracks published model scores on this metric so readers can compare state-of-the-art results across sources and model families.

Higher is better

Trust tiers for accuracyverifiedpapervendorcommunityunverified

Muted rows were not state of the art when published — an earlier or same-year result already scored better.

Rank	Model	Trust	Score	Year	Links	Fix
01	gpt-4o Non-API entry from src	unverified	56.3	2026	N/A	Looks wrong?
02	claude-35-sonnet Non-API entry from src	unverified	53.8	2026	N/A	Looks wrong?

§ 04 · Submit a result

Add to the leaderboard.

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