Text agents resolving banking customer-service tasks over a ~700-document knowledge base. Published as τ-knowledge.
| Rank | Model | Released | Retrieval | Reasoning | User Sim | ||
|---|---|---|---|---|---|---|---|
| #1 | Qwen 3.8 Max | Jul 19, 2026 | 🔍 alltools | xhigh | gpt-5.2 | ||
| #2 | Claude Opus 5 | Jul 24, 2026 | 🔍 alltools | max | gpt-5.2 | ||
| #3 | Grok 4.5 | Jul 16, 2026 | 🔍 alltools | high | gpt-5.2 | ||
| #4 | GPT-5.6-sol | Jul 9, 2026 | 🔍 alltools | xhigh | gpt-5.2 | ||
| #5 | GPT-5.5 | Apr 23, 2026 | 🔍 alltools | xhigh | gpt-5.2 | ||
| #6 | Muse Spark 1.1 | Jul 9, 2026 | 🔍 alltools | xhigh | gpt-5.2 | ||
| #7 | Claude Opus 4.7 | Apr 16, 2026 | 🔍 alltools | max | gpt-5.2 | ||
| #8 | Claude Opus 4.8 | May 28, 2026 | 🔍 alltools | max | gpt-5.2 | ||
| #9 | Claude Fable 5 | Jun 9, 2026 | 🔍 alltools | max | gpt-5.2 | ||
| #10 | GPT-5.4 | Mar 5, 2026 | 🔍 alltools | xhigh | gpt-5.2 | ||
| #11 | Kimi K3 | Jul 16, 2026 | 🔍 alltools | max | gpt-5.2 | ||
| #12 | GLM-5.2 | Jun 16, 2026 | 🔍 alltools | xhigh | gpt-5.2 | ||
| #13 | GPT-5.2 | Dec 11, 2025 | 🔍 alltools | high | gpt-5.2 | ||
| #14 | Gemini 3 Flash | Dec 17, 2025 | 🔍 Terminal | high | gpt-5.2 | ||
| #15 | Claude Opus 4.6 | Feb 5, 2026 | 🔍 alltools | max | gpt-5.2 | ||
| #16 | Gemini 3.1 Pro Preview | Feb 19, 2026 | 🔍 alltools | high | gpt-5.2 | ||
| #17 | Claude Sonnet 4.5 | Sep 29, 2025 | 🔍 Terminal | enabled | gpt-5.2 | ||
| #18 | Inkling | Jul 15, 2026 | 🔍 alltools | max | gpt-5.2 | ||
| #19 | Claude Opus 4.5 | Nov 24, 2025 | 🔍 alltools | high | gpt-5.2 | ||
| #20 | Gemini 3 Pro | Nov 18, 2025 | 🔍 Terminal | high | gpt-5.2 | ||
| #21 | Grok 4.2 | Mar 10, 2026 | 🔍 alltools | high | gpt-5.2 | ||
| #22 | Grok 4 fast | Sep 19, 2025 | 🔍 alltools | high | gpt-5.2 | ||
| #23 | Gemini 2.5 Pro | Jun 17, 2025 | 🔍 alltools | high | gpt-5.2 | ||
| #24 | Grok 4.1 fast | Nov 19, 2025 | 🔍 alltools | high | gpt-5.2 | ||
| #25 | GPT-5.2 | Dec 11, 2025 | none | gpt-5.2 | |||
| #26 | GLM-5 | Feb 11, 2026 | 🔍 text-emb-3-large | enabled | gpt-5.2 | ||
| #27 | Qwen3.5-397B-A17B | Feb 16, 2026 | 🔍 text-emb-3-large | enabled | gpt-5.2 |
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Alibaba CloudZZ.aiMMetaTThinking Machines Lab🚀Moonshot AI
QwenFrontier (best so far)model_release.release_date fall back to the evaluation date.Have new results to share? Submit your model evaluation results by creating a pull request to add your JSON submission file. See our submission guidelines for the required format and process.