Swallow - English MT-Bench - Reasoning: leaderboard
From the Swallow LLM Leaderboard: English MT-Bench, two-turn dialogues graded by GPT-5.2 against reference answers; normalized 0-1 upstream, shown as 0-100, higher is better. This board covers the Reasoning category: questions requiring commonsense and logical reasoning.
Metric: Judge Score (normalized, %). Source: swallow-llm.github.io. Saturation forecast: Estimated already saturated. 68 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | GPT-4o (2024-08-06) | 91.1 | #343 |
| 2 | GPT-5 Mini (2025-08-07) (Medium) | 91 | #175 (GPT-5 Mini (2025-08-07)) |
| 3 | O3 (2025-04-16) (Medium) | 90.3 | #125 (O3 (2025-04-16)) |
| 4 | Qwen 3 Next 80B A3B (Thinking) | 89.5 | #312 |
| 5 | Qwen 3.5 122B A10B (Thinking) | 89.3 | #184 (Qwen 3.5 122B A10B) |
| 6 | Qwen 3 235B A22B 2507 Instruct | 89 | #315 |
| 7 | O3 Mini (Medium) | 88.6 | #282 (O3 Mini) |
| 8 | Qwen 3.5 35B A3B (Thinking) | 88.4 | #268 (Qwen 3.5 35B A3B) |
| 9 | GPT-4.1 | 88.3 | #258 |
| 10 | Qwen 3.5 27B (Thinking) | 88.3 | #192 (Qwen 3.5 27B) |
| 11 | Gemma 4 31B (IT) (Thinking) | 87.8 | #178 (Gemma 4 31B (IT)) |
| 12 | GPT-5.4 (2026-03-05) (Medium) | 87.7 | #63 (GPT-5.4 (2026-03-05)) |
| 13 | GPT-5 (Medium) | 87.5 | #105 (GPT-5) |
| 14 | Qwen 3 Next 80B A3B Instruct | 87 | #381 |
| 15 | Qwen 3 30B A3B (Thinking) | 86.5 | #496 (Qwen 3 30B A3B) |
No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.
Interactive version: theaggregate.ai/benchmark?slug=swallow-english-mt-bench-reasoning · How It Works · Data refreshed daily, snapshot 2026-11-05.