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Step 3.7 Flash

StepFun · 2026-05-29 · 201.4B parameters

Step 3.7 Flash is StepFun's multimodal Mixture-of-Experts model released on May 29, 2026. It is marketed as a 198B model combining a 196B sparse language backbone with a 1.8B vision encoder; the complete released checkpoint contains 201,365,316,160 parameters. Activating approximately 11B parameters per token, it is designed for agentic workflows, coding tasks, and search-augmented pipelines.

Benchmark scores

BenchmarkScore
AA-LCR63.7
AA-Omniscience Index-37.5
AIME 202695.0
ALE-Bench1277
Apex (MathArena)14.6
Apex Shortlist76.6
APEX-Agents-AA14.8
Artificial Analysis Agentic Index21.5
Artificial Analysis Coding Index39.6
Artificial Analysis Intelligence Index30.3
Artificial Analysis Omniscience Accuracy25.4
Artificial Analysis Omniscience Hallucination Rate84.4
Artificial Analysis Openness Index38.9
ArXivMath — Overall38.0
ArXivMath 02/202632.0
ArXivMath 03/202645.0
ArXivMath 04/202637.4
ArXivMath 05/202646.7
ArXivMath 06/202629.9
AutomationBench-AA7.0
BLXBench55.2
BLXBench Coding category25.7
BLXBench Cost category66.0
BLXBench Debugging category62.4
BLXBench Hallucination category75.8
BLXBench pass rate38.1
BLXBench Reasoning category67.1
BLXBench Refactoring category17.7
BLXBench Security category73.0
BLXBench Speed category52.8
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