Galileo Tool Tasks - ToolACE Single Function Call: leaderboard
Galileo ToolACE slice measuring single-function-call accuracy across API-style tool-use prompts.
Metric: Accuracy (%). Source: huggingface.co. Saturation forecast: Estimated already saturated. 19 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Gemini 1.5 Flash | 99 | #618 |
| 2 | Claude 3.7 Sonnet (20250219) | 97.5 | #201 |
| 3 | O3 Mini (2025-01-31) | 97.5 | #240 |
| 4 | GPT-4o (2024-11-20) | 96.5 | #381 |
| 5 | Gemini 2.0 Flash (001) | 96.5 | #360 |
| 6 | Claude 3.5 Sonnet (20241022) | 95.5 | #291 |
| 7 | Qwen 2.5 72B Instruct | 95 | #454 |
| 8 | O1 (2024-12-17) | 95 | #149 |
| 9 | Gemini 1.5 Pro | 92.5 | #445 |
| 10 | Claude 3.5 Haiku (20241022) | 90.5 | #588 |
| 11 | Llama 3.3 70B Instruct | 86.5 | #534 |
| 12 | GPT-4o Mini | 83.5 | #599 |
| 13 | Mistral Small 3 | 77.5 | #627 |
| 14 | Mistral Large 2 (Nov) Instruct (2411) | 72.5 | #465 |
| 15 | Llama 3.1 8B Instruct | 57.5 | #1035 |
No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.
Interactive version: theaggregate.ai/benchmark?slug=galileo-tool-tasks-toolace-single-function-call · How It Works · Data refreshed daily, snapshot 2026-10-20.