Provider comparison

Stepfun vs Upstage

Comparing model portfolios, pricing, and capabilities across 3+ Stepfun models and 2+ Upstage models.

At a glance

Top 5 cheapest — Stepfun

ModelContextInput / 1MModality
StepFun: Step 3.5 Flash (free)256K$0.0000text->text
StepFun: Step 3.5 Flash262.144K$0.1000text->text
StepFun: Step 3.7 Flash262.144K$0.2000text+image+video->text

Top 5 cheapest — Upstage

ModelContextInput / 1MModality
Upstage: Solar Pro 4524.288K$0.0900text->text
Upstage: Solar Pro 3131.072K$0.1500text->text

Frequently asked questions

Which provider has more models — Stepfun or Upstage?

Stepfun has 3 models. Upstage has 2 models.

Which is cheaper on average — Stepfun or Upstage?

Stepfun average: $0.10/1M. Upstage average: $0.12/1M.

Which provider has more long-context (128K+) models?

Stepfun: 3 models. Upstage: 2 models.

How do I compare specific models between Stepfun and Upstage?

Use the Stepfun and Upstage collection pages to browse individual models, then open a pairwise comparison from any model page.

Browse more providers