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Comparison of StepFun: Step 3.5 Flash, Ideogram V4.5 Text to Image
2 modelsstepfunStepFun: Step 3.5 FlashRemove ×ideogramIdeogram V4.5 Text to ImageRemove ×
What’s differentStep 3.5 Flash is StepFun's most capable open-source foundation model. Built on a sparse Mixture of Experts (MoE) architecture, it selectively activates only 11B of its 196B parameters per token....Generate high-quality images, posters, and logos with Ideogram 4.5, with accurate text rendering and low, medium, or high quality tiers.
DateJan 29, 2026ListedSep 30, 2026Released
Listed rate$0.10 in / $0.30 out/ 1M tokensdeepinfra · via Hugging Face · all routes ↗See provider quotes
Provider endpoints4 endpoints →1 endpoint →
AA Image ↗2.1Not reported1,015.68 ↗Text-to-image · all categories · quality=highIndependent result95% CI 1,000.68–1,030.68 · n=2,634
Context window262.1K—
Max output65.5K—
Parameters——
Tool callingSupportedNot reported
Structured outputSupportedNot reported
ReasoningSupportedNot reported
Open weightsSupportedNot reported

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