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Comparison of Step-5-Preview, Cloudflare: Clef Flash
2 modelsstepfun-aiStep-5-PreviewRemove ×cloudflareCloudflare: Clef FlashRemove ×
What’s different600B total and 27B active parameters; accepts images and video, with FP8 and BF16 weights for deployment.Small decision model for routing and scoring; the Workers AI route currently reads only roughly the first 2K text-state tokens.
DateSep 18, 2026ReleasedOct 1, 2026Listed
Listed rate$1.00 in / $2.70 out/ 1M tokensDeepInfra · all routes ↗$0.038 in / $0.00 out/ 1M tokensDeepInfra · all routes ↗
Provider endpoints6 endpoints →2 endpoints →
AA Intelligence ↗4.3.243.73 ↗Effort not specifiedIndependent resultNot reported
AA-Briefcase ↗1.11,424.32 ↗Effort not specifiedIndependent resultNot reported
GDPval-AA ↗2.11,586.63 ↗Effort not specifiedIndependent resultNot reported
AutomationBench-AA ↗AA Index 4.3.2 collection50.96% ↗Effort not specifiedIndependent resultNot reported
Terminal-Bench 4.0 · AA ↗33.33% ↗Effort not specifiedHarness unreportedIndependent resultNot reported
SciCode ↗AA Index 4.3.2 collection58.91% ↗AA · Under reviewEffort not specifiedIndependent resultNot reported
Humanity’s Last Exam ↗AA Index 4.3.2 collection46.48% ↗Effort not specifiedIndependent resultNot reported
GDP.pdf ↗AA Index 4.3.2 collection14.8% ↗Effort not specifiedIndependent resultNot reported
CritPt ↗AA Index 4.3.2 collection20.86% ↗AA · Under reviewEffort not specifiedIndependent resultNot reported
AA-Omniscience ↗AA Index 4.3.2 collection16.38 ↗Effort not specifiedIndependent resultNot reported
AA-LCR ↗1.188.33% ↗Effort not specifiedIndependent resultNot reported
LiveBench ↗2.0 · 2026-10-14 (dataset 2026-09-02)62.01% ↗Effort: max · single run · equal mean of 7 suitesIndependent resultNot reported
LiveBench Design ↗2.0 · 2026-10-14 (dataset 2026-09-02)76.9% ↗Effort: max · single runIndependent resultNot reported
LiveBench Research ↗2.0 · 2026-10-14 (dataset 2026-09-02)72.8% ↗Effort: max · single runIndependent resultNot reported
LiveBench Browser Use ↗2.0 · 2026-10-14 (dataset 2026-09-02)24% ↗Effort: max · single runIndependent resultNot reported
LiveBench Coding ↗2.0 · 2026-10-14 (dataset 2026-09-02)85.6% ↗Effort: max · single runIndependent resultNot reported
LiveBench Agentic ↗2.0 · 2026-10-14 (dataset 2026-09-02)27.5% ↗Effort: max · single runIndependent resultNot reported
LiveBench Data Analysis ↗2.0 · 2026-10-14 (dataset 2026-09-02)63.5% ↗Effort: max · single runIndependent resultNot reported
LiveBench Reasoning ↗2.0 · 2026-10-14 (dataset 2026-09-02)83.8% ↗Effort: max · single runIndependent resultNot reported
Context window1M24.6K
Max output64K22.1K
Parameters——
Tool callingSupportedNot reported
Structured outputSupportedNot reported
Image inputSupportedSupported
Video inputSupportedNot reported
ReasoningSupportedNot reported
Prompt cachingSupportedNot reported
Open weightsSupportedSupported

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