MTAC-IFBench - C-ISR (Claude Code): leaderboard

Metric: Constraint-Instruction Success Rate (%, all constraints met, average over turn buckets). Source: arxiv.org. 11 models tracked.

Top models

#ModelScore
1GLM-5.212.7
2Gemini 3.1 Pro (Preview)11.1
3GLM-5.18.9
4Claude Opus 4.68.7
5Kimi K2.67.8
6DeepSeek V4 Pro6.4
7DeepSeek V4 Flash3.4
8Seed 2.0 Pro2.6
9Qwen 3.6 Plus2
10Claude Haiku 4.51.9
11Qwen 3.5 27B1.1

Interactive version: theaggregate.ai/benchmark?slug=mtac-ifbench-c-isr-claude-code · How It Works · Data refreshed daily, snapshot 2026-09-20.