参照

LLM モデル

モデルの仕様・評価・コストを比較。

資料取得日455 モデル · 53 開発元

参照

LLM モデル

モデルの仕様・評価・コストを比較。

455 モデル

ランキング

順位モデル解決率タスク単価モデル公開日
1Opus 5.5 · Claude Code (max)64.85% ±3.11%$14.2992026-09-22
2Sonnet 5.5 · Claude Code (max)61.82% ±2.94%$22.2232026-09-28
3GPT-6 Astra · Codex (max)58.18% ±2.79%$9.9012026-09-03
3GPT-6.1 Sol · Codex (max)58.18% ±3.11%$1.9222026-09-29
5Fable 5.1 · Claude Code (max)57.88% ±3.76%$18.922026-09-01
5Fable 5.1 · Claude Code (xhigh)57.88% ±3.36%$14.7642026-09-01
5GPT-6 Astra · Codex (high)57.88% ±2.97%$6.8772026-09-03
5GPT-6 Astra · Codex (xhigh)57.88% ±2.72%$7.1232026-09-03
9Fable 5.1 · Claude Code (high)54.55% ±3.44%$12.0772026-09-01
10GPT-6 Astra · Codex (medium)54.24% ±2.66%$5.8022026-09-03
11Fable 5.1 · Claude Code (medium)53.94% ±3.39%$8.5852026-09-01
11Opus 5 · Claude Code (xhigh)53.94% ±3.17%$18.4432026-07-24
13Opus 5 · Claude Code (max)51.82% ±3.39%$18.0882026-07-24
14GPT-6 Astra · Codex (low)50.61% ±2.75%$4.7192026-09-03
15Opus 5 · Claude Code (high)50.3% ±3.73%$14.1282026-07-24
16GPT-6 Sol · Codex (max)49.39% ±3.23%$4.3982026-09-22
17Opus 5 · Claude Code (medium)44.85% ±3.83%$9.6712026-07-24
18Fable 5 · Claude Code (max)44.55% ±3.85%$22.0152026-06-09
19Fable 5.1 · Claude Code (low)43.33% ±3.61%$7.1482026-09-01
20GLM-5.3 · Claude Code (max)41.82% ±3.23%$8.2662026-08-14
21Grok 4.7 · Grok Build (xhigh)37.58% ±3.54%$11.1612026-09-21
22GPT-5.6 Sol · Codex (max)37.27% ±3.78%$7.7022026-06-26
23GLM-5.3-Flash · Claude Code (none)35.76% ±3.54%$8.7372026-08-26
24Opus 5 · Claude Code (low)34.85% ±3.94%$7.2542026-07-24
25Qwen3.8-Max-0902 · Claude Code (max)26.97% ±3.78%$14.0472026-09-02
26Opus 4.8 · Claude Code (max)23.64% ±3.56%$19.642026-05-28
27GPT-5.6 Terra · Codex (max)21.52% ±3.25%$5.2532026-06-26
28Grok 4.6 · Grok Build (high)20.3% ±3.09%$10.8842026-08-12
29Gemini 3.8 Flash · mini-SWE-agent (high)19.09% ±3.36%$5.5422026-09-02
30GPT-5.6 Luna · Codex (max)17.27% ±2.85%$1.0512026-06-26
31GPT-6 Luna · Codex (max)16.36% ±2.72%$0.2192026-09-22
32Muse Spark 1.3 · Muse Code (xhigh)14.55% ±2.94%$02026-09-02
33Grok 4.5 · Grok Build (high)12.42% ±2.62%$6.3462026-07-16
33Sonnet 5 · Claude Code (max)12.42% ±3.06%$29.1032026-06-30
35Gemini 3.7 Flash · mini-SWE-agent (high)11.21% ±2.45%$3.8242026-08-13