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Step 5 Preview

Score basis

Step 5 Preview is strong in long context, capable in factuality and reasoning, and behind the leaders in multimodal tasks and agentic tasks. Too few results yet to rate coding, safety, math, multilingual tasks, or instruction following.

Capability profile

Bars show the model's median result as a share of the leading model's, per capability. Select a row to see its results.

Strong1 capability
  1. Long Context−4.0%1 of 3
Capable2 capabilities
  1. Factuality−19.8%2 of 4
  2. Reasoning−20.3%2 of 6
Limited2 capabilities
  1. Multimodal−27.4%1 of 6
  2. Agentic−29.4%3 of 7
Not rated5 capabilities

Too few results yet to rate Coding, Safety, Math, Multilingual or Instruction Following.

Price

$1.00input$2.70outputper million tokens

From Artificial Analysis · 2 providers tracked · All prices

Costs more than 65% of 323 priced models · 3:1 input-to-output blend, log scale

Evidence

16results on15benchmarks

  • 3 independently verified
  • 13 aggregator

From 4 sources · latest Oct 16, 2026 · How verification works

API features

Tool callingStructured outputsReasoning

As listed by OpenRouter

Step 5 Preview benchmark results

16 results on 15 benchmarks, grouped by capability. Each bar is the result as a share of the capability leader's; every result links to its source.

Long Context

StrongFull long context ranking

4.0% behind the leader1 of 3 ranked benchmarks measured

Factuality

CapableFull factuality ranking

19.8% behind the leader2 of 4 ranked benchmarks measured

Reasoning

CapableFull reasoning ranking

20.3% behind the leader2 of 6 ranked benchmarks measured

Multimodal

LimitedFull multimodal ranking

27.4% behind the leader1 of 6 ranked benchmarks measured

Show 1 more multimodal resultHide 1 multimodal result

Agentic

LimitedFull agentic ranking

29.4% behind the leader3 of 7 ranked benchmarks measured

Show 2 more agentic resultsHide 2 agentic results

Coding

Not enough dataFull coding ranking

0 of 10 ranked benchmarks measured

More results

Benchmarks outside the capability baskets. They are not ranked against a leader.

Step 5 Preview: common questions

Who makes Step 5 Preview?

Step 5 Preview is made by StepFun.

When was Step 5 Preview released?

Step 5 Preview was released on Sep 18, 2026, according to Artificial Analysis.

What is Step 5 Preview good at?

Step 5 Preview is strong in long context, capable in factuality and reasoning, and behind the leaders in multimodal tasks and agentic tasks. Too few results yet to rate coding, safety, math, multilingual tasks, or instruction following.

How much does Step 5 Preview cost?

Step 5 Preview costs $1.00 per million input tokens and $2.70 per million output tokens, according to Artificial Analysis. We track its price at 2 providers. At a mix of three input tokens to one output token, it costs more than 65% of the 323 priced models we track.

How many benchmarks has Step 5 Preview been tested on?

We track 16 results for Step 5 Preview on 15 benchmarks from 4 sources, 3 of them independently verified. The latest was recorded on Oct 16, 2026.

Which API features does Step 5 Preview support?

OpenRouter lists tool calling, structured outputs, and reasoning for Step 5 Preview.

About this record

Where Step 5 Preview's numbers come from, and every name it appears under.

Tracked since
Sep 19, 2026
Newest source mention
Oct 17, 2026

Where the results come from

Verification: 16 scores · 3 independently verified · 13 aggregator-attributed. How these tiers are assigned

From 4 sources on 2 sites. Artificial Analysis supplies 14 of them; the 3 independently verified results come from 2 sites. Bars are coloured by trust tier.

  • artificialanalysis.ai14
  • datasets-server.huggingface.co2

Also known as

step-5step5previewstep-5-preview-highstep 5 preview (high)