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 | GPT-5.5 | Apr 22, 2026 | 🔍 alltools | xhigh | gpt-5.2 | ||
| #2 | GPT-5.4 | Mar 5, 2026 | 🔍 alltools | xhigh | gpt-5.2 | ||
| #3 | GPT-5.2 | Dec 11, 2025 | 🔍 alltools | high | gpt-5.2 | ||
| #4 | Claude Opus 4.7 | Apr 16, 2026 | 🔍 alltools | max | gpt-5.2 | ||
| #5 | GLM-5.2 | Jun 16, 2026 | 🔍 alltools | max | GLM-5.2 | ||
| #6 | Gemini 3 Flash | Dec 17, 2025 | 🔍 Terminal | high | gpt-5.2 | ||
| #7 | Claude Opus 4.6 | Feb 5, 2026 | 🔍 alltools | max | gpt-5.2 | ||
| #8 | Gemini 3.1 Pro Preview | Feb 19, 2026 | 🔍 alltools | high | gpt-5.2 | ||
| #9 | Claude Sonnet 4.5 | Sep 29, 2025 | 🔍 Terminal | enabled | gpt-5.2 | ||
| #10 | Claude Opus 4.5 | Nov 24, 2025 | 🔍 alltools | high | gpt-5.2 | ||
| #11 | Gemini 3 Pro | Nov 18, 2025 | 🔍 Terminal | high | gpt-5.2 | ||
| #12 | Grok 4.2 | Mar 10, 2026 | 🔍 alltools | high | gpt-5.2 | ||
| #13 | Grok 4 fast | Sep 19, 2025 | 🔍 alltools | high | gpt-5.2 | ||
| #14 | Gemini 2.5 Pro | Jun 17, 2025 | 🔍 alltools | high | gpt-5.2 | ||
| #15 | Grok 4.1 fast | Nov 19, 2025 | 🔍 alltools | high | gpt-5.2 | ||
| #16 | GPT-5.2 | Dec 11, 2025 | none | gpt-5.2 | |||
| #17 | GLM-5 | Feb 11, 2026 | 🔍 text-emb-3-large | enabled | gpt-5.2 | ||
| #18 | Qwen3.5-397B-A17B | Feb 16, 2026 | 🔍 text-emb-3-large | enabled | gpt-5.2 |
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