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Comparison of Morph: Morph V3 Large, remove_background_guided, Ideogram V4.5 Edit
3 modelsmorphMorph: Morph V3 LargeRemove ×Briaremove_background_guidedRemove ×ideogramIdeogram V4.5 EditRemove ×
What’s differentMorph's high-accuracy apply model for complex code edits. ~4,500 tokens/sec with 98% accuracy for precise code transformations. The model requires the prompt to be in the following format: {instruction}…Prompt-guided background removal by Bria: tell it what to keep or what to remove and get a clean cutout with true transparency, at the original resolution with the original pixels untouched. Trained…Mask-guided edits with a high-precision mode that restores unchanged pixels; combines a source image with extra references.
DateJul 7, 2025ListedOct 14, 2026ListedSep 30, 2026Listed
Listed rate$0.90 in / $1.90 out/ 1M tokensMorph · via OpenRouter · all routes ↗morph/fp8 · quantization=fp8See provider quotesSee provider quotes
Provider endpoints2 endpoints →0 endpoints →0 endpoints →
Context window262.1K——
Max output131.1K——
Parameters———
Structured outputSupportedNot reportedNot reported

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