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| 3 models | zai-orgGLM-5.3Remove × | moondreamMoondream: Moondream 3 PreviewRemove × | metaMeta: Muse Spark OpenRemove × |
|---|---|---|---|
| What’s different | Reuses the GLM-5.2 base with new post-training; exposes low, high and max reasoning effort, defaulting to max. | Moondream 3 Preview is a vision-language model from Moondream with 9B total parameters and 2B active (mixture-of-experts). It handles visual question answering, captioning, OCR, and visual reasoning over… | 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 | Aug 18, 2026Released | Oct 15, 2026Listed | Oct 15, 2026Released |
API prices USD · provider configuration shown below | |||
| Listed rate | $0.079 in / $1.40 out/ 1M tokensWafer · via OpenRouter · all routes ↗wafer/us · quantization=fp4 | $0.30 in / $2.50 out/ 1M tokensPrimeIntellect · via OpenRouter · all routes ↗primeintellect/fp8 · quantization=fp8 | $1.25 in / $4.25 out/ 1M tokensbaseten · via Hugging Face · all routes ↗ |
| Provider endpoints | 60 endpoints → | 2 endpoints → | 8 endpoints → |
Benchmarks Each result retains its evaluation configuration | |||
| AA Intelligence ↗4.3.2 | 44.78 ↗Effort: max · MaxIndependent result | Not reported | 38.87 ↗Effort: xhigh · XhighIndependent result |
| AA-Briefcase ↗1.1 | 1,506.86 ↗Effort: max · MaxIndependent result | Not reported | 1,279.37 ↗Effort: xhigh · XhighIndependent result |
| GDPval-AA ↗2.1 | 1,650.31 ↗Effort: max · MaxIndependent result | Not reported | 1,401.12 ↗Effort: xhigh · XhighIndependent result |
| AutomationBench-AA ↗AA Index 4.3.2 collection | 62.2% ↗Effort: max · MaxIndependent result | Not reported | 49.71% ↗Effort: xhigh · XhighIndependent result |
| Terminal-Bench 4.0 · AA ↗ | 41.92% ↗Effort: max · MaxHarness unreportedIndependent result | Not reported | 8.08% ↗Effort: xhigh · XhighHarness unreportedIndependent result |
| SciCode ↗AA Index 4.3.2 collection | 59.03% ↗AA · Under reviewEffort: max · MaxIndependent result | Not reported | 58.45% ↗AA · Under reviewEffort: xhigh · XhighIndependent result |
| Humanity’s Last Exam ↗AA Index 4.3.2 collection | 42.26% ↗Effort: max · MaxIndependent result | Not reported | 43.88% ↗Effort: xhigh · XhighIndependent result |
| GDP.pdf ↗AA Index 4.3.2 collection | 11.2% ↗Effort: max · MaxIndependent result | Not reported | 18.6% ↗Effort: xhigh · XhighIndependent result |
| CritPt ↗AA Index 4.3.2 collection | 19.14% ↗AA · Under reviewEffort: max · MaxIndependent result | Not reported | 14.86% ↗AA · Under reviewEffort: xhigh · XhighIndependent result |
| AA-Omniscience ↗AA Index 4.3.2 collection | 14.3 ↗Effort: max · MaxIndependent result | Not reported | 24.65 ↗Effort: xhigh · XhighIndependent result |
| AA-LCR ↗1.1 | 79.67% ↗Effort: max · MaxIndependent result | Not reported | 78.33% ↗Effort: xhigh · XhighIndependent result |
| LiveBench ↗2.0 · 2026-10-14 (dataset 2026-09-02) | 60.74% ↗Effort: max · single run · equal mean of 7 suitesIndependent result | Not reported | 57.57% ↗Effort: max · single run · equal mean of 7 suitesIndependent result |
| LiveBench Design ↗2.0 · 2026-10-14 (dataset 2026-09-02) | 77.3% ↗Effort: max · single runIndependent result | Not reported | 60.3% ↗Effort: max · single runIndependent result |
| LiveBench Research ↗2.0 · 2026-10-14 (dataset 2026-09-02) | 73.2% ↗Effort: max · single runIndependent result | Not reported | 80.3% ↗Effort: max · single runIndependent result |
| LiveBench Browser Use ↗2.0 · 2026-10-14 (dataset 2026-09-02) | 0% ↗Effort: max · single runIndependent result | Not reported | 36% ↗Effort: max · single runIndependent result |
| LiveBench Coding ↗2.0 · 2026-10-14 (dataset 2026-09-02) | 82.8% ↗Effort: max · single runIndependent result | Not reported | 73.6% ↗Effort: max · single runIndependent result |
| LiveBench Agentic ↗2.0 · 2026-10-14 (dataset 2026-09-02) | 35.9% ↗Effort: max · single runIndependent result | Not reported | 18.9% ↗Effort: max · single runIndependent result |
| LiveBench Data Analysis ↗2.0 · 2026-10-14 (dataset 2026-09-02) | 70.2% ↗Effort: max · single runIndependent result | Not reported | 60.2% ↗Effort: max · single runIndependent result |
| LiveBench Reasoning ↗2.0 · 2026-10-14 (dataset 2026-09-02) | 85.8% ↗Effort: max · single runIndependent result | Not reported | 73.7% ↗Effort: max · single runIndependent result |
Specifications | |||
| Context window | 1M | 32K | 1M |
| Max output | 943.7K | 4.1K | 943.7K |
| Parameters | — | — | — |
| Tool calling | Supported | Not reported | Supported |
| Structured output | Supported | Not reported | Supported |
| Image input | Not reported | Supported | Supported |
| Audio input | Not reported | Not reported | Supported |
| Video input | Not reported | Not reported | Supported |
| Reasoning | Supported | Supported | Supported |
| Prompt caching | Supported | Not reported | Supported |
| Open weights | Supported | Supported | Supported |