# Stepfun Step 5 Preview (LLM): On AA Pareto frontier

> Source: <https://artificialanalysis.ai/models/step-5>
> Published: 2026-09-19 05:42:31+00:00

# Step 5 Preview Intelligence, Performance & Price Analysis

### Model summary

#### Speed

Step 5 Preview is amongst the leading models in intelligence and well priced when comparing to other models of similar price. The model supports text and image input, outputs text, and has a 1M tokens context window.

Step 5 Preview scores 44 on the Artificial Analysis Intelligence Index, placing it well above average among comparable models (median: 25). When evaluating the Intelligence Index, it generated 160M tokens, which is very verbose in comparison to the median of 90M.

Pricing for Step 5 Preview is $1.00 per 1M input tokens (competitively priced, median: $1.88) and $2.70 per 1M output tokens (competitively priced, median: $10.00). In total, it cost $918.34 to evaluate Step 5 Preview on the Intelligence Index.

| Reasoning | Yes This page shows the reasoning version of this model. A non-reasoning variant may also exist. | 
|---|---|
| Input modality | Supports: text and image | 
| Output modality | Supports: text | 
| Context window | 1M ~1500 A4 pages of size 12 Arial font | 

Metrics are compared against models of the same class:

- Non-reasoning models → compared only with other non-reasoning models
- Reasoning models → compared across both reasoning and non-reasoning
- Open weights models → compared only with other open weights models of the same size class:
- Tiny: ≤4B parameters
- Small: 4B–40B parameters
- Medium: 40B–150B parameters
- Large: >150B parameters
- Proprietary models → compared across proprietary and open weights models of the same price range, using a blended 3:1 input/output price ratio:
- <$0.15 per 1M tokens
- $0.15–$1 per 1M tokens
- >$1 per 1M tokens

Highlights

### Speed

## IntelligenceUpdated

### [Artificial Analysis Intelligence Index](https://artificialanalysis.ai/evaluations/artificial-analysis-intelligence-index)

### Artificial Analysis Intelligence Index by Open Weights / Proprietary

Measures the performance of models on specific capabilities and industries

### [Artificial Analysis Finance & Accounting Index](https://artificialanalysis.ai/models/capabilities/finance-and-accounting)

### Intelligence Evaluations

Agentic knowledge work, (Elo-500)/2000

Agentic real-world work tasks, (Elo-500)/2000

[AutomationBench-AA](https://artificialanalysis.ai/evaluations/automationbench-aa)Updated

Agentic SaaS workflows

Agentic coding & terminal use

Coding

Reasoning & knowledge

[GDP.pdf](https://artificialanalysis.ai/evaluations/gdp-pdf)New

Professional document reasoning, All-pass

Physics reasoning

Knowledge

1 - hallucination rate

Long context reasoning

Legal agentic work, criterion pass rate

Agentic business operations

Quantitative analysis on spreadsheets & documents

Agentic tool use

Kubernetes incident root-cause analysis

Visual reasoning

[MLCR-AA](https://artificialanalysis.ai/evaluations/mlcr-aa)New

Medical long context reasoning

### AA-Briefcase

### AA-Briefcase Elo

### AA-Omniscience

### AA-Omniscience Index

## Intelligence Index Comparisons

### Intelligence Index vs. Cost per Intelligence Index Task

## Token Use

### Output Tokens per Intelligence Index Task

## Cost

### Cost per Intelligence Index Task

### Cost to Run Artificial Analysis Intelligence Index

### Pricing: Cache Hit, Input, and Output

## Context Window

### Context Window

## Frequently Asked Questions

Common questions about Step 5 Preview

Step 5 Preview was released on September 18, 2026.

Step 5 Preview was created by StepFun.

Step 5 Preview scores 44 on the Artificial Analysis Intelligence Index, placing it well above average among other reasoning models in a similar price tier (median: 25).

Step 5 Preview costs $1.00 per 1M input tokens (very competitive, median: $1.88) and $2.70 per 1M output tokens (very competitive, median: $10.00), based on StepFun's API.

Step 5 Preview costs $1.00 per 1M input tokens and $2.70 per 1M output tokens (based on StepFun's API). For a blended rate (7:2:1 cache hit/input/output ratio), this is $0.51 per 1M tokens. Pricing may vary by provider. [Compare provider pricing](https://artificialanalysis.ai/models/step-5/providers)

When evaluated on the Intelligence Index, Step 5 Preview generated 160M output tokens, which is at the higher end compared to other reasoning models in a similar price tier (median: 90M).

Yes, Step 5 Preview is a reasoning model. It uses extended thinking or chain-of-thought reasoning to work through complex problems before providing an answer.

Step 5 Preview supports text and image input.

Step 5 Preview supports text output.

Yes, Step 5 Preview supports image input and can analyze, describe, and answer questions about images.

Yes, Step 5 Preview is multimodal. It can process text and image input and generate text output.

Step 5 Preview has a context window of 1.0M tokens. This determines how much text and conversation history the model can process in a single request.

No, Step 5 Preview is proprietary. The model weights are not publicly available.

Step 5 Preview has 600 billion parameters.

Step 5 Preview achieves a score of 44 on the Artificial Analysis Intelligence Index. This composite benchmark evaluates models across reasoning, knowledge, mathematics, and coding.

Yes, Step 5 Preview is available via API through 1 provider. [Compare API providers](https://artificialanalysis.ai/models/step-5/providers)

Step 5 Preview is available through 1 API provider. [Compare providers](https://artificialanalysis.ai/models/step-5/providers)
