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Comparison of Morph: Morph V3 Fast, embeddinggemma-2, Ideogram V4.5 Edit
3 modelsmorphMorph: Morph V3 FastRemove ×googleembeddinggemma-2Remove ×ideogramIdeogram V4.5 EditRemove ×
What’s differentMorph's fastest apply model for code edits. ~10,500 tokens/sec with 96% accuracy for rapid code transformations. The model requires the prompt to be in the following format: {instruction} {initial_code}…EmbeddingGemma 2 is a 740M parameter multimodal embedding model from Google DeepMind that maps text (incl. code), images, video and audio, alone or interleaved, into a single 768-dimensional vector space,…Mask-guided edits with a high-precision mode that restores unchanged pixels; combines a source image with extra references.
DateJul 7, 2025ListedOct 8, 2026ListedSep 30, 2026Listed
Listed rate$0.80 in / $1.20 out/ 1M tokensMorph · via OpenRouter · all routes ↗morph/fp8 · quantization=fp8See provider quotesSee provider quotes
Provider endpoints2 endpoints →0 endpoints →0 endpoints →
Context window262.1K8.2K—
Max output131.1K——
Parameters———
Structured outputSupportedNot reportedNot reported

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