Persian Fluency Bench - Instruction Following: leaderboard

Whether Persian Fluency Bench responses do what the case asked while staying in register. Higher is better. Source: github.com/mshojaei77/ParsiEval.

Metric: Judge Score (%, judge google/gemini-2.5-flash). Source: github.com. Saturation forecast: Estimated already saturated. 16 models tracked.

Top models

#ModelScoreOverall rank
1Gemma 3 12B (IT)65.6#672
2Gemini 2.5 Flash65.5#255
3Qwen 3 30B A3B 2507 Instruct60.5#492
4Gemma 3 4B (IT)57.7#997
5Qwen 3 Next 80B A3B Instruct56.8#381
6Gemma 3 27B (IT)56.5#528
7Gemma 3n E4B (IT)49.1#747
8granite-4.0-h-micro23.8#1078
9Qwen 3 4B15.4#834
10Llama 3.2 3B Instruct12.2#1327
11Ministral 3B11.6#1273
12Mixtral 8x7B Instruct8.2#1085
13lfm-2.2-6B4.1
14LFM2 8B A1B3.9#1248

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

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