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| 3 models | Unknowntext-embedding-3-smallRemove × | stepfun-aiStep-5-PreviewRemove × | QwenQwen3-Embedding-8BRemove × |
|---|---|---|---|
| What’s different | 8.2K context | 600B total and 27B active parameters; accepts images and video, with FP8 and BF16 weights for deployment. | The Qwen3 Embedding model series is the latest proprietary model of the Qwen family, specifically designed for text embedding and ranking tasks. Building upon the dense foundational models of the Qwen3… |
| Date | Oct 16, 2026Discovered | Sep 18, 2026Released | Jun 10, 2025Listed |
API prices USD · provider configuration shown below | |||
| Listed rate | $0.02 in / $0.00 out/ 1M tokensExperiential · all routes ↗Standard list rate | $1.00 in / $2.70 out/ 1M tokensDeepInfra · all routes ↗ | $0.01 in / $0.00 out/ 1M tokensOpenRouter · all routes ↗ |
| Provider endpoints | 1 endpoint → | 6 endpoints → | 1 endpoint → |
Benchmarks Each result retains its evaluation configuration | |||
| AA Intelligence ↗4.3.2 | Not reported | 43.73 ↗Effort not specifiedIndependent result | Not reported |
| AA-Briefcase ↗1.1 | Not reported | 1,424.32 ↗Effort not specifiedIndependent result | Not reported |
| GDPval-AA ↗2.1 | Not reported | 1,586.63 ↗Effort not specifiedIndependent result | Not reported |
| AutomationBench-AA ↗AA Index 4.3.2 collection | Not reported | 50.96% ↗Effort not specifiedIndependent result | Not reported |
| Terminal-Bench 4.0 · AA ↗ | Not reported | 33.33% ↗Effort not specifiedHarness unreportedIndependent result | Not reported |
| SciCode ↗AA Index 4.3.2 collection | Not reported | 58.91% ↗AA · Under reviewEffort not specifiedIndependent result | Not reported |
| Humanity’s Last Exam ↗AA Index 4.3.2 collection | Not reported | 46.48% ↗Effort not specifiedIndependent result | Not reported |
| GDP.pdf ↗AA Index 4.3.2 collection | Not reported | 14.8% ↗Effort not specifiedIndependent result | Not reported |
| CritPt ↗AA Index 4.3.2 collection | Not reported | 20.86% ↗AA · Under reviewEffort not specifiedIndependent result | Not reported |
| AA-Omniscience ↗AA Index 4.3.2 collection | Not reported | 16.38 ↗Effort not specifiedIndependent result | Not reported |
| AA-LCR ↗1.1 | Not reported | 88.33% ↗Effort not specifiedIndependent result | Not reported |
| LiveBench ↗2.0 · 2026-10-14 (dataset 2026-09-02) | Not reported | 62.01% ↗Effort: max · single run · equal mean of 7 suitesIndependent result | Not reported |
| LiveBench Design ↗2.0 · 2026-10-14 (dataset 2026-09-02) | Not reported | 76.9% ↗Effort: max · single runIndependent result | Not reported |
| LiveBench Research ↗2.0 · 2026-10-14 (dataset 2026-09-02) | Not reported | 72.8% ↗Effort: max · single runIndependent result | Not reported |
| LiveBench Browser Use ↗2.0 · 2026-10-14 (dataset 2026-09-02) | Not reported | 24% ↗Effort: max · single runIndependent result | Not reported |
| LiveBench Coding ↗2.0 · 2026-10-14 (dataset 2026-09-02) | Not reported | 85.6% ↗Effort: max · single runIndependent result | Not reported |
| LiveBench Agentic ↗2.0 · 2026-10-14 (dataset 2026-09-02) | Not reported | 27.5% ↗Effort: max · single runIndependent result | Not reported |
| LiveBench Data Analysis ↗2.0 · 2026-10-14 (dataset 2026-09-02) | Not reported | 63.5% ↗Effort: max · single runIndependent result | Not reported |
| LiveBench Reasoning ↗2.0 · 2026-10-14 (dataset 2026-09-02) | Not reported | 83.8% ↗Effort: max · single runIndependent result | Not reported |
| FreshStack · MTEB 1.38.43 ↗MTEB 1.38.43; test/default; dataset 7a20df1a | Not reported | Not reported | 0.43017 ↗Revision 4e423935; test/defaultContributor reported |
Specifications | |||
| Context window | 8.2K | 1M | 41K |
| Max output | — | 64K | 32K |
| Parameters | — | — | 8B |
| Tool calling | Not reported | Supported | Not reported |
| Structured output | Not reported | Supported | Not reported |
| Image input | Not reported | Supported | Not reported |
| Video input | Not reported | Supported | Not reported |
| Reasoning | Not reported | Supported | Not reported |
| Prompt caching | Not reported | Supported | Not reported |
| Open weights | Not reported | Supported | Supported |