Galileo Tool Tasks - xLAM Tool Missing: leaderboard
Galileo xLAM slice where the appropriate tool is unavailable, testing whether models avoid hallucinated tool calls.
Metric: Accuracy (%). Source: huggingface.co. Saturation forecast: Estimated already saturated. 19 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Claude 3.7 Sonnet (20250219) | 96 | #201 |
| 2 | Claude 3.5 Sonnet (20241022) | 92 | #291 |
| 3 | Gemini 2.0 Flash (001) | 89 | #360 |
| 4 | Claude 3.5 Haiku (20241022) | 76 | #588 |
| 5 | O1 (2024-12-17) | 73 | #149 |
| 6 | Gemini 1.5 Flash | 71 | #618 |
| 7 | Qwen 2.5 72B Instruct | 66 | #454 |
| 8 | Mistral Large 2 (Nov) Instruct (2411) | 65 | #465 |
| 9 | GPT-4o (2024-11-20) | 63 | #381 |
| 10 | O3 Mini (2025-01-31) | 63 | #240 |
| 11 | Mistral Small 3 | 62 | #627 |
| 12 | Llama 3.3 70B Instruct | 61 | #534 |
| 13 | Gemini 1.5 Pro | 57 | #445 |
| 14 | GPT-4o Mini | 54 | #599 |
| 15 | Ministral-8B-Instruct-2410 | 34 | #1094 |
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-xlam-tool-missing · How It Works · Data refreshed daily, snapshot 2026-10-20.