TurkBench - Instruction Following: leaderboard

TurkBench (METU NLP group and Turkcell, SIGTURK 2026) task: 997 expert-written Turkish instructions, from simple requests to multi-step tasks such as travel-cost estimation; responses are graded by an LLM judge (0-100, higher is better).

Metric: LLM-as-a-judge score (0-100). Source: huggingface.co. Saturation forecast: Estimated already saturated. 38 models tracked.

Top models

#ModelScoreOverall rank
1DeepSeek V3.2 Exp96.8#241
2DeepSeek V3.194.92#275
3Qwen 3 Next 80B A3B Instruct94.27#381
4GLM-5 FP894.08#147
5GPT-OSS-120B93.6#346
6Qwen 3.5 397B A17B93.42#154
7GLM-4.692.58#265
8Qwen 3 30B A3B 2507 Instruct92.51#492
9Qwen 3.5 35B A3B92.39#268
10Qwen 3.5 27B91.82#192
11Qwen 3.5 122B A10B91.54#184
12Step 3.5 Flash91.07#281
13MiMo-V2-Flash90.98#378
14MiniMax-M290.88#327
15MiniMax-M2.589.29#316

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

Interactive version: theaggregate.ai/benchmark?slug=turkbench-instruction-following · How It Works · Data refreshed daily, snapshot 2026-11-05.