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Step 3.5 Flash

StepFunOpen weightsNon-reasoningProvisionalReleased Feb 1, 2026Input: text
Overall score
42.1
Rank 131 of 222 · 32.4–51.9
Context window
256K
256,000 tokens
Price per 1M tokens
$0.10 in · $0.30 out
Source: BenchLM
Blended price
$0.15
3:1 input:output tokens
Output speed
—
Not measured yet

Category scores

Scores per capability area with the model's rank among ranked models in that category.

  1. 1Coding61.7
Higher is better. #N is the model's rank in that category, where it is eligible to be ranked.

Benchmark results (3)

As reported in system cards, papers and public evaluations. Position compares this model with every other model reporting the same benchmark.

Coding

SWE-bench Verified74.4#43 of 98
LiveCodeBench v686.4#14 of 46

Math

AIME 202597.3#2 of 38

Pricing by source

USD per 1M tokens.

SourceInputOutputCached in
List price (BenchLM)$0.10$0.30—
OpenRouter stepfun/step-3.5-flash$0.10$0.30—

StepFun's official pricing page lists step-3.5-flash at $0.10 input / $0.30 output per million tokens, with a separate cached-input rate.

Arena ratings

Human-preference ratings from LMArena. Best-rated variant shown.

Text1403#150 · 60.3K votes

Open weights

From the Hugging Face repository.

Parameters
199B
Licence
apache-2.0
Downloads (30 days)
264K

Speed

Measured by us through OpenRouter (median of trials).

Not measured yet.

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