Standard Compute
Model comparison 2026

DeepSeek V3.2 vs Step 5 Preview

DeepSeek V3.2
DeepSeek · Balanced · Open weights
$0.42/1M · 164K ctx
Step 5 Preview
StepFun · Balanced · Proprietary
$1.51/1M · 1M ctx

Community vote

Pick a winner in each dimension. You can change your vote any time.

Output Quality
Correctness and depth of what it produces
Agentic Ability
Tool calls, instruction-following, and multi-step tasks
Speed
Tokens per second and time-to-first-token
Value for money
How much capability you get per dollar
Reliability
Consistent results: fewer refusals, loops and format breaks

Specs and pricing side by side

Spec
DeepSeek V3.2
Step 5
Maker
DeepSeek
StepFun
Blended price / 1M
$0.42
$1.51
Input / output
$0.26 in · $0.80 out / 1M tokens
$1.00 in · $2.70 out / 1M tokens
Context window
164K
1M
Open weights
Yes
No
Tool use
Yes
Yes
Reasoning
Yes
Yes
Output Quality
5.2
8.2
Agentic Ability
4.7
7.6
Speed
7.8
7.5
Value for money
6.3
7.1
Reliability
8.4
8.6

Pricing and capabilities synced from the OpenRouter catalogue. Scores are editorial (0–10).

Verdict: DeepSeek V3.2 or Step 5?

Updated 2026-10-13

Choose DeepSeek V3.2 if you want existing V3.2 setups with short prompts. Choose Step 5 Preview if you want mid-priced agent loops that want more capability than a Flash-class model.

In our editorial scoring, Step 5 Preview leads in 4 of five dimensions (output quality, agentic ability, value for money and reliability), while DeepSeek V3.2 leads in 1. On price, DeepSeek V3.2 runs about $0.42 per 1M tokens (blended) and is open-weight; Step 5 Preview is about $1.51 and proprietary.

Where DeepSeek V3.2 falls short
  • 164K context, smaller than 27.9% of the coding-agent requests we measured
  • Superseded by DeepSeek V4.1 Flash, which scores higher for less
Full DeepSeek V3.2 breakdown →
Where Step 5 falls short
  • Still a preview, so behavior and price can change
  • Only StepFun serves it on OpenRouter, so there is no provider fallback
Full Step 5 breakdown →

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