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Home/GPT-4o vs GPT-5.2 Mini
Winner: GPT-4oOpenAI model comparison

GPT-4o vs GPT-5.2 Mini

GPT-5.2 Mini wins on coding (78 vs 58) and price ($1.2 vs $2.5/1M input). For most workflows, GPT-4o is the stronger default — best all-around pick for image-heavy and multimodal workflows.

Last verified Sep 3, 2026/Model data modified Sep 3, 2026
Rankings refresh dailyScored on 6 criteriaNo paid rankings
OpenAIBalanced
Input cost
$2.50/1M
Context
128k tokens
Speed
Fast

Clear recommendation block

The safest GPT-4o vs GPT-5.2 Mini default, the cheaper option worth trying first, and the specialist pick — before you read the detail below.

Best overall model

GPT-4o

View
Why this recommendation

GPT-4o is the strongest answer here for GPT-4o vs GPT-5.2 Mini — pick it when quality of output matters more than the $2.50/1M/1M input you pay for it.

OpenAIBalanced
Best for
Multimodal tasks and image-adjacent workflows
Price
$2.50/1M
Context
128k tokens
Best value model

GPT-5.2 Mini

View
Why this recommendation

GPT-5.2 Mini handles the same job for about 52% less per token. Start here and only move up if the output is not good enough.

OpenAIBalanced
Best for
Budget technical workflows and high-volume product integrations
Price
$1.20/1M
Context
128k tokens
Best for speed

GPT-4o

View
Why this recommendation

GPT-4o is the fastest of these for GPT-4o vs GPT-5.2 Mini — worth it when latency is what the reader notices, not the last few points of reasoning depth.

OpenAIBalanced
Best for
Multimodal tasks and image-adjacent workflows
Price
$2.50/1M
Context
128k tokens

Why this page recommends it

GPT-5.2 Mini leads on coding with a score of 78 vs 58 for GPT-4o.

GPT-5.2 Mini is cheaper at $1.2/1M input tokens vs $2.5/1M for GPT-4o.

GPT-4o is the stronger default for images tasks.

Decision notes

GPT-4o is the safer default: it is built for multimodal tasks and image-adjacent workflows, which covers most of what people bring to this comparison.

Switch to GPT-5.2 Mini when your work is mostly budget technical workflows and high-volume product integrations; on that narrower brief it is the better tool.

GPT-5.2 Mini is the more cost-efficient option at $1.2/1M input — GPT-4o costs 2x more per input token, so the gap is worth taking seriously wherever token volume rather than peak quality drives the bill.

Interactive decision lab

Test the recommendation against your priority

Switch the scoring lens to see whether the GPT-4o vs GPT-5.2 Mini answer changes when cost, speed, or long-document depth leads the decision.

#1GPT-5.2 Mini68 pts
#2GPT-4o62 pts
Quality first

GPT-5.2 Mini

OpenAI / Balanced / Mar 24, 2026

68

Solid OpenAI budget option, though Gemini Flash offers better value.

Ranks models by the broadest mix of coding, writing, research, and long-context usefulness.

Cost
$1.20/1M
$4.80/1M out
Speed
Fast
4/5 score
Context
128k tokens
input window
View model
Data-backed recommendation
Avoid this pick if

Cost is your primary concern — Gemini 3.1 Flash offers more for less.

Recommended comparisons

Where the GPT-4o vs GPT-5.2 Mini recommendation shifts once you weigh price or latency differently.

OpenAIBalancedWinner: GPT-4o

GPT-4o

Best all-around pick for image-heavy and multimodal workflows.

Best use case
Multimodal tasks and image-adjacent workflows
Input
$2.50/1M
Pricing
Balanced
Speed
Fast
Context
128k tokens
ImagesMultimodalCreative
OpenAIBalancedOption 2

GPT-5.2 Mini

Solid OpenAI budget option, though Gemini Flash offers better value.

Best use case
Budget technical workflows and high-volume product integrations
Input
$1.20/1M
Pricing
Balanced
Speed
Fast
Context
128k tokens
Budget codingFastOpenAI

Side-by-side specs

List prices and published scores — the numbers this page's pick is built from.

ModelInputOutputEst. monthContextSpeedCodingWritingResearch
GPT-4oOpenAI$2.50/1M$10.00/1M$45128k tokensFast587665
GPT-5.2 MiniOpenAI$1.20/1M$4.80/1M$22128k tokensFast787268

Scores out of 100 — how we evaluate models. “Est. month” is 10M in / 2M out at list price: a ceiling, no discounts.

The case for each model

Why each one is on the shortlist for GPT-4o vs GPT-5.2 Mini, what it is genuinely good at, and where we would steer you away from it.

GPT-4o

Winner: GPT-4oOpenAI

Our pick for GPT-4o vs GPT-5.2 Mini. It scores 80/100 on the images axis we weight this page by, and nothing else in this shortlist matches it on output quality.

Versatile multimodal model that handles image-related workflows and mixed-media prompts well.

Input
$2.50/1M
Output
$10.00/1M
Context
128k tokens
Speed
Fast

What people actually use it for

  • Describing and analyzing product screenshots, diagrams, and UI mockups
  • Mixed-media prompts combining text instructions with image uploads
  • Visual content ideation and creative brief generation for design teams

Where it wins

  • Strong multimodal understanding across images, audio, and text
  • Good balance between speed and overall quality
  • Reliable for teams that mix content types regularly

Where it falls down

  • Outclassed by newer models on pure coding and reasoning
  • Gemini 3.1 Pro now handles multimodal at a lower price

Skip it if

You need the latest reasoning or coding performance — GPT-5.4 replaces it for serious work.

Our verdict

Still a reliable multimodal pick, especially for teams already in the OpenAI ecosystem.

Full pricing, benchmark table and release notes on the GPT-4o page.

GPT-5.2 Mini

OpenAI

Where most budgets should land for GPT-4o vs GPT-5.2 Mini — about 52% less per token than GPT-4o, and still 50/100 on the images axis.

Lower-cost OpenAI model that keeps a solid balance of usefulness, speed, and affordability for everyday tasks.

Input
$1.20/1M
Output
$4.80/1M
Context
128k tokens
Speed
Fast

What people actually use it for

  • Generating SEO content, product listings, and internal summaries at volume
  • Lightweight coding assists for simple bug fixes and code completions
  • Powering chatbot interfaces where response speed matters more than depth

Where it wins

  • Cheaper than flagship models without becoming toy-grade
  • Good for edits, summaries, and repetitive operational prompts
  • Fast enough for embedded product experiences

Where it falls down

  • Weaker on nuanced reasoning than premium models
  • Gemini 3.1 Flash is now cheaper with a larger context window

Skip it if

Cost is your primary concern — Gemini 3.1 Flash offers more for less.

Our verdict

A decent budget OpenAI pick, but Gemini 3.1 Flash undercuts it on price with a larger context window.

Full pricing, benchmark table and release notes on the GPT-5.2 Mini page.

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How we evaluate AI models

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FAQ

Is GPT-4o better than GPT-5.2 Mini?

GPT-4o wins on more of the categories we score — images, writing, multimodal — so it is the better default of the two. GPT-5.2 Mini is the better pick when your work is mostly budget technical workflows and high-volume product integrations. Neither is universally "better": GPT-4o is aimed at multimodal tasks and image-adjacent workflows, GPT-5.2 Mini at budget technical workflows and high-volume product integrations.

Which is cheaper — GPT-4o or GPT-5.2 Mini?

GPT-5.2 Mini is cheaper at $1.2/1M input and $4.8/1M output. GPT-4o costs $2.5/1M input and $10/1M output.

Which has a larger context window — GPT-4o or GPT-5.2 Mini?

Both GPT-4o and GPT-5.2 Mini have the same 128K context window.

Is GPT-4o or GPT-5.2 Mini better for coding?

GPT-5.2 Mini is better for coding with a score of 78 vs GPT-4o's 58 (out of 100). GPT-6 Astra is the overall coding leader in this directory at 100/100.

Which is faster — GPT-4o or GPT-5.2 Mini?

Both GPT-4o and GPT-5.2 Mini have similar speed profiles — rated fast. Neither will be the bottleneck if latency is your deciding factor.

What are the downsides of GPT-4o?

Outclassed by newer models on pure coding and reasoning. Gemini 3.1 Pro now handles multimodal at a lower price. Avoid it if you need the latest reasoning or coding performance — GPT-5.4 replaces it for serious work. That is the main case for looking at GPT-5.2 Mini instead.

What are the downsides of GPT-5.2 Mini?

Weaker on nuanced reasoning than premium models. Gemini 3.1 Flash is now cheaper with a larger context window. Avoid it if cost is your primary concern — Gemini 3.1 Flash offers more for less. Against GPT-4o specifically, the gap shows up most on coding (58 vs 78).

What does a month of real work cost on GPT-4o vs GPT-5.2 Mini?

Take a moderate workload of 10M input and 2M output tokens a month. GPT-4o runs $45.00 (at $2.5/1M in and $10/1M out); GPT-5.2 Mini runs $21.60 (at $1.2/1M in and $4.8/1M out). That is a $23.40/month difference — GPT-5.2 Mini is the cheaper of the two at this volume, and the gap scales linearly as you send more. Output tokens dominate the bill on both, so prompt length matters far less than response length.

Can I use GPT-4o and GPT-5.2 Mini together?

Yes, and for most teams that beats picking one. A common split is GPT-4o for multimodal tasks and image-adjacent workflows, with GPT-5.2 Mini handling budget technical workflows and high-volume product integrations. Routing high-volume, low-stakes calls to GPT-5.2 Mini at $1.2/1M and reserving GPT-4o for the hard cases is usually the cheapest arrangement that does not cost you quality.