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| 3 models | x-aigrok-code-fast-1Remove × | moondreamMoondream: Moondream 3 PreviewRemove × | googleGoogle: Gemini 4 ArgonRemove × |
|---|---|---|---|
| What’s different | 256K context · 10K max output · Tool calling · Structured output | 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… | Long decode can use the unified 1M-token budget for output; reads video, audio and PDFs, with implicit-only caching. |
| Date | Oct 16, 2026Discovered | Oct 15, 2026Listed | Sep 30, 2026Released |
API prices USD · provider configuration shown below | |||
| Listed rate | $0.20 in / $1.50 out/ 1M tokensExperiential · all routes ↗Standard list rate | $0.30 in / $2.50 out/ 1M tokensPrimeIntellect · via OpenRouter · all routes ↗primeintellect/fp8 · quantization=fp8 | $1.00 in / $5.00 out/ 1M tokensGoogle AI Studio · via OpenRouter · all routes ↗google-ai-studio/flex · tier=flex |
| Provider endpoints | 1 endpoint → | 2 endpoints → | 8 endpoints → |
Benchmarks Each result retains its evaluation configuration | |||
| AA Intelligence ↗4.3.2 | Not reported | Not reported | 52.56 ↗Effort: high · HighIndependent result |
| AA-Briefcase ↗1.1 | Not reported | Not reported | 1,485.76 ↗Effort: high · HighIndependent result |
| GDPval-AA ↗2.1 | Not reported | Not reported | 1,623.11 ↗Effort: high · HighIndependent result |
| AutomationBench-AA ↗AA Index 4.3.2 collection | Not reported | Not reported | 77.51% ↗Effort: high · HighIndependent result |
| Terminal-Bench 4.0 · AA ↗ | Not reported | Not reported | 57.07% ↗Effort: high · HighHarness unreportedIndependent result |
| SciCode ↗AA Index 4.3.2 collection | Not reported | Not reported | 61.81% ↗AA · Under reviewEffort: high · HighIndependent result |
| Humanity’s Last Exam ↗AA Index 4.3.2 collection | Not reported | Not reported | 57.09% ↗Effort: high · HighIndependent result |
| GDP.pdf ↗AA Index 4.3.2 collection | Not reported | Not reported | 21.8% ↗Effort: high · HighIndependent result |
| CritPt ↗AA Index 4.3.2 collection | Not reported | Not reported | 27.14% ↗AA · Under reviewEffort: high · HighIndependent result |
| AA-Omniscience ↗AA Index 4.3.2 collection | Not reported | Not reported | 42.35 ↗Effort: high · HighIndependent result |
| AA-LCR ↗1.1 | Not reported | Not reported | 79.67% ↗Effort: high · HighIndependent result |
| LiveBench ↗2.0 · 2026-10-14 (dataset 2026-09-02) | Not reported | Not reported | 84.1% ↗Effort: high · single run · equal mean of 7 suitesIndependent result |
| LiveBench Design ↗2.0 · 2026-10-14 (dataset 2026-09-02) | Not reported | Not reported | 73.7% ↗Effort: high · single runIndependent result |
| LiveBench Research ↗2.0 · 2026-10-14 (dataset 2026-09-02) | Not reported | Not reported | 83.1% ↗Effort: high · single runIndependent result |
| LiveBench Browser Use ↗2.0 · 2026-10-14 (dataset 2026-09-02) | Not reported | Not reported | 92% ↗Effort: high · single runIndependent result |
| LiveBench Coding ↗2.0 · 2026-10-14 (dataset 2026-09-02) | Not reported | Not reported | 89.7% ↗Effort: high · single runIndependent result |
| LiveBench Agentic ↗2.0 · 2026-10-14 (dataset 2026-09-02) | Not reported | Not reported | 69.9% ↗Effort: high · single runIndependent result |
| LiveBench Data Analysis ↗2.0 · 2026-10-14 (dataset 2026-09-02) | Not reported | Not reported | 85.2% ↗Effort: high · single runIndependent result |
| LiveBench Reasoning ↗2.0 · 2026-10-14 (dataset 2026-09-02) | Not reported | Not reported | 95.1% ↗Effort: high · single runIndependent result |
Specifications | |||
| Context window | 256K | 32K | 1M |
| Max output | 10K | 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 | Not reported | Supported | Supported |
| Prompt caching | Not reported | Not reported | Supported |
| Open weights | Not reported | Supported | Not reported |