stepfun

StepFun: Step 5 Preview

StepFun: Step 5 Preview is a preview-stage model from StepFun that accepts text, image, and video input and returns text. It offers a 1,000,000-token context window with up to 64,000 completion tokens, so long documents, large codebases, or lengthy transcripts can fit in a single request. It supports tool calling and a reasoning mode. The listing does not document structured output support or whether the weights are open, so confirm both before relying on them. At $1.00 per million input tokens and $2.70 per million output tokens, it suits teams that need long-context multimodal input without paying top-tier rates, particularly for workloads dominated by input. Its blended benchmark score of 74.2 (AI Index 72.2) comes from a single independent benchmark, which is too thin to establish its standing against alternatives. Shortlist it for testing on your own tasks rather than choosing it on published results alone.

Quality Score
100/100
price + capability + benchmarks
Input Price
$1.00
per 1M tokens · checked 2026-10-13
Output Price
$2.70
per 1M tokens · checked 2026-10-13
Context Window
1,000,000
tokens

Benchmark results

Independent, published benchmarks. Blended score 74.2 across 1 benchmark, last refreshed 2026-10-13. How scoring works →

BenchmarkMeasuresScore
AI Index broad capability composite 72.2
Model ID
stepfun/step-5-preview
Vendor
stepfun
Released
October 2026
Tokenizer
Other
Input Modalities
text, image, video
Output Modalities
text
Max Output
64,000 tokens
Tool Calling
✓ supported
Structured Output
✓ supported
Reasoning Mode
✓ supported
Vision
✓ accepts images
Audio
no
Moderated
no

What it costs in practice

Computed from the current $1.00/M input and $2.70/M output rates. Run your own numbers →

JobTokensCost
Summarize a 50-page report 30k in / 1.5k out $0.03
Classify 1,000 customer emails 500k in / 50k out $0.64
A month of a busy support chatbot 5M in / 2M out $10.40

Category rankings

Where StepFun: Step 5 Preview places across the 5 categories it ranks in. How we rank →

#CategoryScore
#9 Video SummarizationVideo · of 25 ranked 149
#24 Sales / Cold EmailBusiness · of 25 ranked 118
#24 Job Application DraftingBusiness · of 25 ranked 118
#24 Journaling HelperPersonal · of 25 ranked 118
#24 Recipe GenerationPersonal · of 25 ranked 118

Similar models

Quick answers

How much does StepFun: Step 5 Preview cost?
$1.00 per million input tokens and $2.70 per million output tokens.
What is StepFun: Step 5 Preview's context window?
1,000,000 tokens, roughly 1,500 pages of text in a single request.
Does StepFun: Step 5 Preview support tool calling?
It supports tool calling, structured output, a reasoning mode.
Can StepFun: Step 5 Preview process images?
Yes, it accepts image input.

The Model Movers Report

One email every Friday, built from this site's own rankings: the current top five by benchmark score, every model released in the last seven days, and one note worked out from that week's numbers. You can unsubscribe from any issue with one click.