Side by side

See the difference.

Scores, capabilities and costs for the models you’re considering.

Scroll to compare models →

Comparison of Seed-2.0-code, Krea 3 Edit, Moondream: Moondream 3 Preview
3 modelsByteDanceSeed-2.0-codeRemove ×kreaKrea 3 EditRemove ×moondreamMoondream: Moondream 3 PreviewRemove ×
What’s differentA coding model optimized for real-world development environments, with reliable tool use in common IDEs such as Claude Code. It delivers strong front-end performance and supports Skills.Edits and combines reference images using text instructions, with optional prompt expansion, output-size controls, and reproducible generation through a seed.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…
DateApr 29, 2026ListedOct 14, 2026ListedOct 15, 2026Listed
Listed rate$0.50 in / $3.00 out/ 1M tokensDeepInfra · all routes ↗$0.025/ megapixelfal · all routes ↗Output + reference images$0.30 in / $2.50 out/ 1M tokensPrimeIntellect · via OpenRouter · all routes ↗primeintellect/fp8 · quantization=fp8
Provider endpoints1 endpoint →1 endpoint →2 endpoints →
Context window256K—32K
Max output——4.1K
Parameters———
Image inputNot reportedNot reportedSupported
ReasoningNot reportedNot reportedSupported
Open weightsNot reportedNot reportedSupported

Add another model

Search all models →