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DeepSeek V3.2 Exp vs o4-mini-high

DeepSeek DeepSeek V3.2 Exp vs OpenAI o4-mini-high — side-by-side specs.

DeepSeek
DeepSeek V3.2 Exp
OpenAI
o4-mini-high
Overview
CompanyDeepSeekOpenAI
Release dateSep 29 2025Apr 16 2025
Model type
Open sourceYesNo
Specifications
Parameters
Context window
Benchmarks
Science reasoning
GPQA Diamond
Software engineering
SWE-Bench Verified
Multimodal understanding
MMMU
Timeline
Release gapo4-mini-high shipped 166 days before DeepSeek V3.2 Exp

Which is better: DeepSeek V3.2 Exp or o4-mini-high?

DeepSeek V3.2 Exp and o4-mini-high do not have directly comparable benchmark scores published on GPQA Diamond, SWE-Bench Verified, or MMMU. o4-mini-high shipped 166 days before DeepSeek V3.2 Exp, so benchmark comparisons should account for the intervening progress.

DeepSeek V3.2 Exp is an open-source / open-weight model; o4-mini-high is proprietary.

Direct benchmark comparisons are unavailable — at least one of these models has not published scores on GPQA Diamond, SWE-Bench Verified, or MMMU.

Frequently asked questions

When was DeepSeek V3.2 Exp released?
DeepSeek V3.2 Exp was released by DeepSeek on Sep 29 2025.
When was o4-mini-high released?
o4-mini-high was released by OpenAI on Apr 16 2025.
Is DeepSeek V3.2 Exp or o4-mini-high open source?
DeepSeek V3.2 Exp is an open-source / open-weight model released by DeepSeek. o4-mini-high is a proprietary model released by OpenAI.

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