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| 3 models | Unknowncommand-aRemove × | openaiOpenAI: GPT-6.1 SolRemove × | metaMeta: Muse Spark OpenRemove × |
|---|---|---|---|
| What’s different | 256K context · 8.2K max output · Tool calling · Structured output | Requires Responses API for tools; offers Ultrafast inference with US or EU data residency. | OpenRouter lists a 1,048,576-token context and up to 943,718 output tokens for this open-weight model aimed at agentic coding. |
| Date | Oct 16, 2026Discovered | Sep 29, 2026Released | Oct 15, 2026Released |
API prices USD · provider configuration shown below | |||
| Listed rate | $2.50 in / $10.00 out/ 1M tokensExperiential · all routes ↗Standard list rate | $1.00 in / $5.00 out/ 1M tokensOpenAI · via OpenRouter · all routes ↗openai/flex · tier=flex · prompt ≤ 272000 tokens | $1.25 in / $4.25 out/ 1M tokensbaseten · via Hugging Face · all routes ↗ |
| Provider endpoints | 1 endpoint → | 10 endpoints → | 8 endpoints → |
Benchmarks Each result retains its evaluation configuration | |||
| AA Intelligence ↗4.3.2 | Not reported | 51.83 ↗Effort: max · MaxIndependent result | 38.87 ↗Effort: xhigh · XhighIndependent result |
| AA-Briefcase ↗1.1 | Not reported | 1,557 ↗Effort: max · MaxIndependent result | 1,279.37 ↗Effort: xhigh · XhighIndependent result |
| GDPval-AA ↗2.1 | Not reported | 1,593.85 ↗Effort: max · MaxIndependent result | 1,401.12 ↗Effort: xhigh · XhighIndependent result |
| AutomationBench-AA ↗AA Index 4.3.2 collection | Not reported | 64.87% ↗Effort: max · MaxIndependent result | 49.71% ↗Effort: xhigh · XhighIndependent result |
| Terminal-Bench 4.0 · AA ↗ | Not reported | 56.06% ↗Effort: max · MaxHarness unreportedIndependent result | 8.08% ↗Effort: xhigh · XhighHarness unreportedIndependent result |
| SciCode ↗AA Index 4.3.2 collection | Not reported | 54.17% ↗AA · Under reviewEffort: max · MaxIndependent result | 58.45% ↗AA · Under reviewEffort: xhigh · XhighIndependent result |
| Humanity’s Last Exam ↗AA Index 4.3.2 collection | Not reported | 52.92% ↗Effort: max · MaxIndependent result | 43.88% ↗Effort: xhigh · XhighIndependent result |
| GDP.pdf ↗AA Index 4.3.2 collection | Not reported | 31% ↗Effort: max · MaxIndependent result | 18.6% ↗Effort: xhigh · XhighIndependent result |
| CritPt ↗AA Index 4.3.2 collection | Not reported | 31.71% ↗AA · Under reviewEffort: max · MaxIndependent result | 14.86% ↗AA · Under reviewEffort: xhigh · XhighIndependent result |
| AA-Omniscience ↗AA Index 4.3.2 collection | Not reported | 41.53 ↗Effort: max · MaxIndependent result | 24.65 ↗Effort: xhigh · XhighIndependent result |
| AA-LCR ↗1.1 | Not reported | 83% ↗Effort: max · MaxIndependent result | 78.33% ↗Effort: xhigh · XhighIndependent result |
| LiveBench ↗2.0 · 2026-10-14 (dataset 2026-09-02) | Not reported | 85.41% ↗Effort: max · single run · equal mean of 7 suitesIndependent result | 57.57% ↗Effort: max · single run · equal mean of 7 suitesIndependent result |
| LiveBench Design ↗2.0 · 2026-10-14 (dataset 2026-09-02) | Not reported | 82.1% ↗Effort: max · single runIndependent result | 60.3% ↗Effort: max · single runIndependent result |
| LiveBench Research ↗2.0 · 2026-10-14 (dataset 2026-09-02) | Not reported | 83.5% ↗Effort: max · single runIndependent result | 80.3% ↗Effort: max · single runIndependent result |
| LiveBench Browser Use ↗2.0 · 2026-10-14 (dataset 2026-09-02) | Not reported | 88% ↗Effort: max · single runIndependent result | 36% ↗Effort: max · single runIndependent result |
| LiveBench Coding ↗2.0 · 2026-10-14 (dataset 2026-09-02) | Not reported | 96% ↗Effort: max · single runIndependent result | 73.6% ↗Effort: max · single runIndependent result |
| LiveBench Agentic ↗2.0 · 2026-10-14 (dataset 2026-09-02) | Not reported | 73% ↗Effort: max · single runIndependent result | 18.9% ↗Effort: max · single runIndependent result |
| LiveBench Data Analysis ↗2.0 · 2026-10-14 (dataset 2026-09-02) | Not reported | 82.7% ↗Effort: max · single runIndependent result | 60.2% ↗Effort: max · single runIndependent result |
| LiveBench Reasoning ↗2.0 · 2026-10-14 (dataset 2026-09-02) | Not reported | 92.6% ↗Effort: max · single runIndependent result | 73.7% ↗Effort: max · single runIndependent result |
Specifications | |||
| Context window | 256K | 1.1M | 1M |
| Max output | 8.2K | 128K | 943.7K |
| Parameters | — | — | — |
| Tool calling | Supported | Supported | Supported |
| Structured output | Supported | Supported | Supported |
| Image input | Not reported | Supported | Supported |
| Audio input | Not reported | Not reported | Supported |
| Video input | Not reported | Not reported | Supported |
| Reasoning | Not reported | Supported | Supported |
| Prompt caching | Not reported | Supported | Supported |
| Open weights | Not reported | Not reported | Supported |