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| 3 models | metaMeta Muse Image EditRemove × | moondreamMoondream: Moondream 3 PreviewRemove × | ideogramIdeogram V4.5 Text to ImageRemove × |
|---|---|---|---|
| What’s different | Meta's Muse Image model does precise edits that change only what you ask, stay coherent across turns, and compose from multiple reference images. | 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… | Generate high-quality images, posters, and logos with Ideogram 4.5, with accurate text rendering and low, medium, or high quality tiers. |
| Date | Aug 21, 2026Listed | Oct 15, 2026Listed | Sep 30, 2026Released |
API prices USD · provider configuration shown below | |||
| Listed rate | $0.01/ imagefal · all routes ↗ | $0.30 in / $2.50 out/ 1M tokensPrimeIntellect · via OpenRouter · all routes ↗primeintellect/fp8 · quantization=fp8 | See provider quotes |
| Provider endpoints | 1 endpoint → | 2 endpoints → | 1 endpoint → |
Benchmarks Each result retains its evaluation configuration | |||
| AA Image ↗2.1 | Not reported | Not reported | 1,015.07 ↗Text-to-image · all categories · quality=highIndependent result95% CI 1,000.07–1,030.07 · n=2,888 |
Specifications | |||
| Context window | — | 32K | — |
| Max output | — | 4.1K | — |
| Parameters | — | — | — |
| Image input | Not reported | Supported | Not reported |
| Reasoning | Not reported | Supported | Not reported |
| Open weights | Not reported | Supported | Not reported |