TIDE-Bench: leaderboard
Tool-integrated reasoning has emerged as a promising paradigm for enhancing large language models with external computation, retrieval, and execution capabilities. However, the field still lacks a high-quality and unified evaluation benchmark, and existing TIR evaluations remain limited in dataset quality, task diversity, diagnostic comprehensiveness, and evaluation efficiency. In this work, we in
Metric: GSM8K Acc. (self-reported). Source: benchmarklist.com. Saturation forecast: Around June 2027. 8 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | GPT-5 | 94.8 | #98 |
| 2 | GPT-5.4 | 94.8 | #79 |
| 3 | GPT-4o | 92.6 | #343 |
| 4 | Qwen 3 8B | 92 | #674 |
| 5 | Qwen 3 32B | 89.2 | #443 |
No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.
Interactive version: theaggregate.ai/benchmark?slug=tide-bench · How It Works · Data refreshed daily, snapshot 2026-10-20.