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| 3 models | ByteDanceSeed-1.8Remove × | stepfun-aiStep-5-PreviewRemove × | openaiOpenAI: GPT-6.1 SolRemove × |
|---|---|---|---|
| What’s different | Optimized specifically for multimodal agent scenarios. It features enhanced agent capabilities, upgraded multimodal comprehension, and more flexible context management. | 600B total and 27B active parameters; accepts images and video, with FP8 and BF16 weights for deployment. | Requires Responses API for tools; offers Ultrafast inference with US or EU data residency. |
| Date | Feb 17, 2026Listed | Sep 18, 2026Released | Sep 29, 2026Released |
API prices USD · provider configuration shown below | |||
| Listed rate | $0.25 in / $2.00 out/ 1M tokensDeepInfra · all routes ↗ | $1.00 in / $2.70 out/ 1M tokensDeepInfra · all routes ↗ | $2.00 in / $10.00 out/ 1M tokensExperiential · all routes ↗Standard list rate |
| Provider endpoints | 1 endpoint → | 6 endpoints → | 10 endpoints → |
Benchmarks Each result retains its evaluation configuration | |||
| AA Intelligence ↗4.3.2 | Not reported | 43.73 ↗Effort not specifiedIndependent result | 51.83 ↗Effort: max · MaxIndependent result |
| AA-Briefcase ↗1.1 | Not reported | 1,424.32 ↗Effort not specifiedIndependent result | 1,557 ↗Effort: max · MaxIndependent result |
| GDPval-AA ↗2.1 | Not reported | 1,586.63 ↗Effort not specifiedIndependent result | 1,593.85 ↗Effort: max · MaxIndependent result |
| AutomationBench-AA ↗AA Index 4.3.2 collection | Not reported | 50.96% ↗Effort not specifiedIndependent result | 64.87% ↗Effort: max · MaxIndependent result |
| Terminal-Bench 4.0 · AA ↗ | Not reported | 33.33% ↗Effort not specifiedHarness unreportedIndependent result | 56.06% ↗Effort: max · MaxHarness unreportedIndependent result |
| SciCode ↗AA Index 4.3.2 collection | Not reported | 58.91% ↗AA · Under reviewEffort not specifiedIndependent result | 54.17% ↗AA · Under reviewEffort: max · MaxIndependent result |
| Humanity’s Last Exam ↗AA Index 4.3.2 collection | Not reported | 46.48% ↗Effort not specifiedIndependent result | 52.92% ↗Effort: max · MaxIndependent result |
| GDP.pdf ↗AA Index 4.3.2 collection | Not reported | 14.8% ↗Effort not specifiedIndependent result | 31% ↗Effort: max · MaxIndependent result |
| CritPt ↗AA Index 4.3.2 collection | Not reported | 20.86% ↗AA · Under reviewEffort not specifiedIndependent result | 31.71% ↗AA · Under reviewEffort: max · MaxIndependent result |
| AA-Omniscience ↗AA Index 4.3.2 collection | Not reported | 16.38 ↗Effort not specifiedIndependent result | 41.53 ↗Effort: max · MaxIndependent result |
| AA-LCR ↗1.1 | Not reported | 88.33% ↗Effort not specifiedIndependent result | 83% ↗Effort: max · MaxIndependent result |
| LiveBench ↗2.0 · 2026-10-14 (dataset 2026-09-02) | Not reported | 62.01% ↗Effort: max · single run · equal mean of 7 suitesIndependent result | 85.41% ↗Effort: max · single run · equal mean of 7 suitesIndependent result |
| LiveBench Design ↗2.0 · 2026-10-14 (dataset 2026-09-02) | Not reported | 76.9% ↗Effort: max · single runIndependent result | 82.1% ↗Effort: max · single runIndependent result |
| LiveBench Research ↗2.0 · 2026-10-14 (dataset 2026-09-02) | Not reported | 72.8% ↗Effort: max · single runIndependent result | 83.5% ↗Effort: max · single runIndependent result |
| LiveBench Browser Use ↗2.0 · 2026-10-14 (dataset 2026-09-02) | Not reported | 24% ↗Effort: max · single runIndependent result | 88% ↗Effort: max · single runIndependent result |
| LiveBench Coding ↗2.0 · 2026-10-14 (dataset 2026-09-02) | Not reported | 85.6% ↗Effort: max · single runIndependent result | 96% ↗Effort: max · single runIndependent result |
| LiveBench Agentic ↗2.0 · 2026-10-14 (dataset 2026-09-02) | Not reported | 27.5% ↗Effort: max · single runIndependent result | 73% ↗Effort: max · single runIndependent result |
| LiveBench Data Analysis ↗2.0 · 2026-10-14 (dataset 2026-09-02) | Not reported | 63.5% ↗Effort: max · single runIndependent result | 82.7% ↗Effort: max · single runIndependent result |
| LiveBench Reasoning ↗2.0 · 2026-10-14 (dataset 2026-09-02) | Not reported | 83.8% ↗Effort: max · single runIndependent result | 92.6% ↗Effort: max · single runIndependent result |
Specifications | |||
| Context window | 256K | 1M | 1.1M |
| Max output | — | 64K | 128K |
| Parameters | — | — | — |
| Tool calling | Not reported | Supported | Supported |
| Structured output | Not reported | Supported | Supported |
| Image input | Not reported | Supported | Supported |
| Video input | Not reported | Supported | Not reported |
| Reasoning | Not reported | Supported | Supported |
| Prompt caching | Not reported | Supported | Supported |
| Open weights | Not reported | Supported | Not reported |