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Step 3.7 Flash

StepFun’s flagship multimodal reasoning model.

text + image → text · made by StepFun

$0.2$1.2per Mtok in / out
StepFun · 9 sellers

Sold by 11 ways

SellerLaneRate
StepFun apistandard$0.2per Mtok in$1.2per Mtok out$0.04per Mtok cachedplatform.stepfun.com · read 2026-08-25
Nous Research aggregatorstandard$0.16per Mtok in$0.92per Mtok out$0.032per Mtok cachedinference-api.nousresearch.com · read 2026-09-11
OpenRouter 2 ways$0.2per Mtok in$1.15per Mtok out$0.04per Mtok cached
OpenRouter aggregatordeepinfra$0.16per Mtok in$0.92per Mtok out$0.032per Mtok cachedopenrouter.ai · read 2026-09-03
OpenRouter aggregatorstandard$0.2per Mtok in$1.15per Mtok out$0.04per Mtok cachedopenrouter.ai · read 2026-08-24
DeepInfra aggregatorstandard$0.2per Mtok in$1.15per Mtok outapi.deepinfra.com · read 2026-08-25
ElectronHub aggregatorstandard$0.2per Mtok in$1.15per Mtok outapi.electronhub.ai · read 2026-09-16
Hugging Face Inference Providers 2 ways$0.2per Mtok in$1.15per Mtok out
Hugging Face Inference Providers aggregatorstandard$0.2per Mtok in$1.15per Mtok outmodels.dev · read 2026-09-16
Hugging Face Inference Providers aggregatordeepinfra$0.2per Mtok in$1.15per Mtok outrouter.huggingface.co · read 2026-08-25
Novita AI aggregatorstandard$0.2per Mtok in$1.15per Mtok out$0.04per Mtok cachedapi.novita.ai · read 2026-08-25
Requesty aggregatornovita$0.2per Mtok in$1.15per Mtok out$0.04per Mtok cachedrouter.requesty.ai · read 2026-08-28
Vercel AI Gateway aggregatorstandard$0.2per Mtok in$1.15per Mtok out$0.04per Mtok cachedai-gateway.vercel.sh · read 2026-08-25

Measured 14 standings

PlaceBoardMetricScore
18thof 32AIME 2026Accuracy (± 95% CI)95
58thof 92Design Arena · asciiart (models)Elo1164
72ndof 112Ale bench — Epoch AIPerformance694.12
73rdof 162Design Arena · website (models)Elo1207
76thof 150Design Arena · uicomponent (models)Elo1196
78thof 156Design Arena · codecategories (models)Elo1196
87thof 147Design Arena · 3d (models)Elo1156
87thof 152Design Arena · dataviz (models)Elo1186
87thof 155Design Arena · gamedev (models)Elo1177
88thof 109Design Arena · svg (models)Elo1098
100thof 177Critpt — Epoch AIAccuracy2.286
114thof 184Artificial Analysis · Coding IndexIndex39.6
115thof 168Scicode — Epoch AIScore40.046
123rdof 302Artificial Analysis · Intelligence IndexArtificial Analysis Intelligence Index19

About

Step 3.7 Flash — a text model from StepFun, sold by 9 companies from $0.16 in and $0.92 out per million tokens, placed 123rd of 302 on Artificial Analysis · Intelligence Index.

It takes text and images and returns text, with a context window of 256,000 tokens. It was published in May 2026, trained on material up to March 2026. Its sellers say it can reason step by step and call a tool. The catalogue files it under extract and reasoning. Nine companies sell it. The cheapest is $0.16 in and $0.92 out per million tokens at Nous Research. Beside the standard rate there is a separately routed lane. It has been measured on 14 boards, and stands best at 123rd of 302 on Artificial Analysis · Intelligence Index.

Every current figure

Maker
StepFun
Register
model
Takes
text + image
Returns
text
Context
256,000 tokens
Published
May 2026
Knowledge to
March 2026
Parameters
201 billion
Licence
not read
Sellers
9
Price
$0.16 in and $0.92 out per million tokens — Nous Research
Boards
14
Best place
123rd of 302 — Artificial Analysis · Intelligence Index

Known as 4 names

stepfun-ai/Step-3.7-Flashstepfun/step-3.7-flashnovita/stepfun/step-3.7-flashstep-3.7-flash