AI model comparison

Step 5 Preview vs MiMo-V2.5-Pro

Side by side comparison of Step 5 Preview and MiMo-V2.5-Pro on pricing, benchmark scores, context window, and more.

Step 5 Preview is StepFun's flagship model for agentic work, built on a sparse Mixture-of-Experts architecture (27B active / 600B total parameters).

Input / 1M: $1
Output / 1M: $2.70
Context: 1.05M

MiMo-V2.5-Pro is Xiaomi’s flagship model, delivering strong performance in general agentic capabilities, complex software engineering, and long-horizon tasks, with top rankings on benchmarks such as ClawEval, GDPVal, and SWE-bench Pro.

Input / 1M: $0.48
Output / 1M: $1.80
Context: 1.05M

Comparing image generators? Compare image models

At a glance

Quick verdict

How the two models stack up on the things people ask about most.

Lower price

MiMo-V2.5-Pro

1.8x cheaper for a typical chat

Higher intelligence score

Not available

Not enough benchmark data

Larger context window

MiMo-V2.5-Pro

1.05M vs 1.05M tokens

Newer release

Step 5 Preview

Released October 8, 2026

Benchmarks

Benchmark scores

Independent scores from Artificial Analysis. Higher is better.

Intelligence index

Step 5 Preview28.5

MiMo-V2.5-ProNot available

Coding index

Step 5 PreviewNot available

MiMo-V2.5-Pro60.2

Agentic index

Step 5 PreviewNot available

MiMo-V2.5-Pro21.3

Pricing

Step 5 Preview vs MiMo-V2.5-Pro API pricing

Per-token API rates. Cheaper option highlighted.

Metric	Step 5 Preview	MiMo-V2.5-Pro
Input tokensPer 1M tokens	$1	$0.48
Output tokensPer 1M tokens	$2.70	$1.80
Cached input (read)Per 1M tokens	$0.10	$0.10
Cache writePer 1M tokens	Not available	Not available

What it costs in practice

Estimated cost per 1,000 requests at standard rates. Coding and long-document figures also show the cost when the input is already cached.

Chat message

2K in, 500 out

Step 5 Preview$3.35

MiMo-V2.5-Pro$1.86

Coding task

30K in, 4K out

Step 5 Preview$40.80$13.80 cached

MiMo-V2.5-Pro$21.60$10.08 cached

Long document summary

150K in, 2K out

Step 5 Preview$155.40$20.40 cached

MiMo-V2.5-Pro$75.60$18 cached

Specs

Context window and capabilities

How much each model can read, how much it can write, and what it accepts as input.

Metric	Step 5 Preview	MiMo-V2.5-Pro
Context window	1.05M tokens	1.05M tokens
Max output	64K tokens	236K tokens
Input types	Image, Text, Video	Text
Output types	Text	Text
Reasoning effort levels	High, Medium, Low	Not available
Default reasoning effort	Medium	Not available
Release date	October 8, 2026	April 22, 2026

Features

Supported features

API features available for each model.

Metric	Step 5 Preview	MiMo-V2.5-Pro
Tool calling	Supported	Supported
Structured outputs	Supported	Supported
JSON mode	Supported	Supported
Reasoning	Supported	Supported
Temperature	Supported	Supported
Stop sequences	Supported	Not supported
Deterministic seed	Supported	Supported
Verbosity control	Not supported	Not supported

Our take

MiMo-V2.5-Pro is 1.8x cheaper for a typical chat. MiMo-V2.5-Pro has the larger context window (1.05M vs 1.05M tokens). The right pick depends on your workload, so the quickest way to settle it is to send the same prompt to both and compare.

FAQ

Frequently asked questions

Is Step 5 Preview or MiMo-V2.5-Pro cheaper?

MiMo-V2.5-Pro is cheaper for a typical chat (2K input tokens and 500 output tokens). MiMo-V2.5-Pro costs $0.48 per 1M input tokens and $1.80 per 1M output tokens, while Step 5 Preview costs $1 per 1M input tokens and $2.70 per 1M output tokens.

Which has a bigger context window, Step 5 Preview or MiMo-V2.5-Pro?

MiMo-V2.5-Pro supports up to 1.05M tokens of context, compared with 1.05M for Step 5 Preview.

Can I use Step 5 Preview and MiMo-V2.5-Pro at the same time?

Yes. Shortcut Chat sends one prompt to multiple models at once, so you can see Step 5 Preview and MiMo-V2.5-Pro answer side by side and keep the better response.

Why choose? Ask both.

Send one prompt to Step 5 Preview and MiMo-V2.5-Pro at the same time. Compare the answers side by side and keep the best one.

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