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Home/GPT-5.2 Mini vs GPT-5.4
Winner: GPT-5.4OpenAI model comparison

GPT-5.2 Mini vs GPT-5.4

GPT-5.2 Mini wins on price ($1.2 vs $2.5/1M input). GPT-5.4 wins on coding (90 vs 78) and writing quality and context window (272K vs 128K). For most workflows, GPT-5.4 is the stronger default — best for agentic automation and desktop control workflows.

Last verified May 29, 2026/Model data modified May 29, 2026
Rankings refresh dailyScored on 6 criteriaNo paid rankings
OpenAIPremium
Input cost
$0.20/1M
Context
272k tokens
Speed
Balanced

Clear recommendation block

The shortest way to see the safest default, the lower-cost option, and the specialist pick before you read deeper.

Best overall model

GPT-5.4

View
Why this recommendation

GPT-5.4 is the safest overall answer here when you want the strongest default instead of the lowest list price.

OpenAIPremium
Best for
Agentic workflows, desktop automation, and complex multi-step reasoning
Price
$0.20/1M
Context
272k tokens
Best budget model

Meta: Llama 3.1 8B Instruct

View
Why this recommendation

Meta: Llama 3.1 8B Instruct is the lower-cost option to start with when you still need useful output at scale.

MetaBudget
Best for
High-throughput applications where cost and speed matter more than frontier-level quality, such as chatbots, content classification, and text summarization.
Price
$0.02/1M
Context
16k tokens
Best for speed

GPT-5.2 Mini

View
Why this recommendation

GPT-5.2 Mini is the better pick when response speed matters more than maximum reasoning depth.

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

Why this page recommends it

GPT-5.4 leads on coding with a score of 90 vs 78 for GPT-5.2 Mini.

GPT-5.4 has the larger context window: 272K vs 128K for GPT-5.2 Mini.

GPT-5.2 Mini is cheaper at $1.2/1M input tokens vs $2.5/1M for GPT-5.4.

Decision notes

Choose GPT-5.4 for coding and research — agentic workflows.

Choose GPT-5.2 Mini when budget technical workflows and high-volume product integrations.

GPT-5.2 Mini is the more cost-efficient option at $1.2/1M — worth considering if token volume is a concern.

Interactive decision lab

Test the recommendation against your priority

Switch the scoring lens to see whether the top answer changes when you care more about cost, speed, or long-document work.

#1GPT-5.481 pts
#2GPT-5.2 Mini68 pts
Quality first

GPT-5.4

OpenAI / Premium / May 29, 2026

81

Best for agentic automation and desktop control workflows.

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

Cost
$0.20/1M
$15.00/1M out
Speed
Balanced
3/100 score
Context
272k tokens
input window
View model
Data-backed recommendation
Avoid this pick if

You need the highest current coding benchmark scores — Claude Opus 4.7 and GPT-5.5 are newer premium picks.

Recommended comparisons

The fastest way to see where the recommendation shifts when your priority changes.

OpenAIBalancedWinner: GPT-5.4

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
OpenAIPremiumOption 2

GPT-5.4

Best for agentic automation and desktop control workflows.

Best use case
Agentic workflows, desktop automation, and complex multi-step reasoning
Input
$0.20/1M
Pricing
Premium
Speed
Balanced
Context
272k tokens
AgenticDesktop controlReasoning

Pros

Only frontier model that can control a desktop via API (click, type, navigate)

Strong at multi-step agentic tasks and autonomous workflows

Competitive coding performance with 74.9% SWE-bench score

Cons

Claude Opus 4.7 and GPT-5.5 now outperform it on current premium coding benchmarks

Smaller context window (272K) vs Gemini 3.1 Pro (2M) for research

Explore related decisions

Browse all modelsCompare pricingView GPT-5.2 MiniView GPT-5.4GPT 5 2 MiniGPT 5 4Best AI for codingBest AI for writingBest AI for researchCompare models side by side

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UseRightAI recommendations are based on practical decision factors people actually feel in day-to-day use.

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FAQ

Is GPT-5.2 Mini better than GPT-5.4?

GPT-5.4 wins on more categories — coding, research, reasoning. GPT-5.2 Mini is the better pick when budget technical workflows and high-volume product integrations. The right choice depends on your specific use case.

Which is cheaper — GPT-5.2 Mini or GPT-5.4?

GPT-5.2 Mini is cheaper at $1.2/1M input and $4.8/1M output. GPT-5.4 costs $2.5/1M input and $15/1M output.

Which has a larger context window — GPT-5.2 Mini or GPT-5.4?

GPT-5.4 has the larger context window at 272K tokens vs GPT-5.2 Mini's 128K. For large document analysis, GPT-5.4 is the stronger pick.

Is GPT-5.2 Mini or GPT-5.4 better for coding?

GPT-5.4 is better for coding with a score of 90 vs GPT-5.2 Mini's 78. For the highest coding quality available, Claude Sonnet 4.6 (79.6% SWE-bench) or Opus 4.6 (80.8%) remain benchmarks.

Which is faster — GPT-5.2 Mini or GPT-5.4?

GPT-5.2 Mini is faster with a fast speed rating (score: 4) vs GPT-5.4's balanced rating (score: 3).