SLR-Bench - Basic: leaderboard

The Basic tier of SLR-Bench (AIML lab, TU Darmstadt) — systematically generated logical-reasoning puzzles where models must induce first-order logic rules that separate positive from negative examples, verified symbolically; accuracy (%).

Metric: Accuracy (%). Source: huggingface.co. Saturation forecast: Estimated already saturated. 56 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 2.5 Pro100#152
2GPT-5100#98
3Gemini 2.5 Flash100#245
4Qwen 3.5 9B100#379
5Qwen 3.5 27B100#187
6Gemini 3 Flash (Preview)100#82
7GPT-OSS-120B (High)100#341 (GPT-OSS-120B)
8O3 Mini100#272
9GPT-5 Mini (High)100#186 (GPT-5 Mini)
10GPT-5 Chat100#241
11GPT-OSS-120B (Medium)100#341 (GPT-OSS-120B)
12GPT-5 Nano (High)100#425 (GPT-5 Nano)
13GPT-5 Mini (Medium)100#186 (GPT-5 Mini)
14GPT-5 Mini (Low)100#186 (GPT-5 Mini)
15Gemini 3.1 Flash Lite (Medium)100#191 (Gemini 3.1 Flash Lite)

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=slr-bench-basic · How It Works · Data refreshed daily, snapshot 2026-10-20.