AgentIF — leaderboard
Agent instruction-following benchmark measuring constraint and instruction success across vanilla, condition, example, formatting, semantic, and tool constraints.
Metric: Constraint Success Rate (self-reported). Source: benchmarklist.com. Status: saturation imminent. 15 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | O1 Mini | 59.8 |
| 2 | GPT-4o | 58.5 |
| 3 | Qwen 3 32B | 58.4 |
| 4 | QwQ-32B | 58.1 |
| 5 | DeepSeek V3 | 56.7 |
| 6 | Claude 3.5 Sonnet | 56.6 |
| 7 | Llama 3.1 70B Instruct | 56.3 |
| 8 | DeepSeek R1 Distill Llama 70B | 55 |
| 9 | Llama 3.1 8B Instruct | 53.6 |
| 10 | Mistral 7B Instruct (v0.3) | 46.8 |
Interactive version: theaggregate.ai/benchmark?slug=agentif · How the rankings work · Data refreshed daily, snapshot 2026-07-22.