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

GPT-5.4 vs GPT-5.2

GPT-5.4 wins on coding (90 vs 85) and writing quality and price ($2.5 vs $12/1M input). For most workflows, GPT-5.4 is the stronger default — best for agentic automation and desktop control workflows.

Last verified Mar 24, 2026/Model data modified Mar 24, 2026
Rankings refresh dailyScored on 6 criteriaNo paid rankings
OpenAIPremium
Input cost
$2.50/1M
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
$2.50/1M
Context
272k tokens
Best budget model

Grok 4.5

View
Why this recommendation

Grok 4.5 is the lower-cost option to start with when you still need useful output at scale.

xAIBalanced
Best for
Fast, token-efficient coding agents
Price
$2.00/1M
Context
500k tokens
Best for speed

GPT-5.2

View
Why this recommendation

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

OpenAIPremium
Best for
Serious coding and complex product work
Price
$12.00/1M
Context
200k tokens

Why this page recommends it

GPT-5.4 leads on coding with a score of 90 vs 85 for GPT-5.2.

GPT-5.4 has the larger context window: 272K vs 200K for GPT-5.2.

GPT-5.4 is cheaper at $2.5/1M input tokens vs $12/1M for GPT-5.2.

Decision notes

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

Choose GPT-5.2 when serious coding and complex product work.

Both models serve different primary workflows — consider using each where it has a clear edge.

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-5.275 pts
Quality first

GPT-5.4

OpenAI / Premium / Mar 24, 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
$2.50/1M
$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.

OpenAIPremiumWinner: GPT-5.4

GPT-5.4

Best for agentic automation and desktop control workflows.

Best use case
Agentic workflows, desktop automation, and complex multi-step reasoning
Input
$2.50/1M
Pricing
Premium
Speed
Balanced
Context
272k tokens
AgenticDesktop controlReasoning
OpenAIPremiumOption 2

GPT-5.2

Capable but outclassed — GPT-5.4 is now cheaper and better.

Best use case
Serious coding and complex product work
Input
$12.00/1M
Pricing
Premium
Speed
Balanced
Context
200k tokens
Former top pickCodingReasoning

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

Comparison
DeepSeek V3 vs GPT-5.4DeepSeek V3 vs GPT-5.4 — see exactly which wins on SWE-bench coding, price per 1M tokens, context window, and speed, with a clear verdict for every use case.Read guide
Comparison
DeepSeek R1 vs GPT-5.4DeepSeek R1 vs GPT-5.4 — see exactly which wins on SWE-bench coding, price per 1M tokens, context window, and speed, with a clear verdict for every use case.Read guide
Comparison
Grok 4 vs GPT-5.2Grok 4 vs GPT-5.2 — see exactly which wins on SWE-bench coding, price per 1M tokens, context window, and speed, with a clear verdict for every use case.Read guide
OpenAI
GPT-5.4Best for agentic automation and desktop control workflows.Read guide
OpenAI
GPT-5.2Capable but outclassed — GPT-5.4 is now cheaper and better.Read guide
Alternatives
Best GPT-5.4 AlternativesLooking for a GPT-5.4 alternative? Compare 5 rivals on real capability scores, price per 1M tokens, and context size — including cheaper and open-weight picks.Read guide
Alternatives
Best GPT-5.2 AlternativesLooking for a GPT-5.2 alternative? Compare 4 rivals on real capability scores, price per 1M tokens, and context size — including cheaper and open-weight picks.Read guide
Guide
Best AI for CodingClaude Opus 4.7 leads coding AI in 2026 with 64.3% on SWE-Bench Pro. Compare it to GPT-5.5, Claude Sonnet 4.6, and budget picks like DeepSeek V3 for your stack.Read guide

Quick links

Browse all modelsCompare pricingView GPT-5.4View GPT-5.2

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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-5.4 better than GPT-5.2?

GPT-5.4 wins on more categories — coding, research, reasoning. GPT-5.2 is the better pick when serious coding and complex product work. The right choice depends on your specific use case.

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

GPT-5.4 is cheaper at $2.5/1M input and $15/1M output. GPT-5.2 costs $12/1M input and $38/1M output.

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

GPT-5.4 has the larger context window at 272K tokens vs GPT-5.2's 200K. For large document analysis, GPT-5.4 is the stronger pick.

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

GPT-5.4 is better for coding with a score of 90 vs GPT-5.2's 85 (out of 100). Claude Fable 5 is the overall coding leader in this directory at 100/100.

Which is faster — GPT-5.4 or GPT-5.2?

Both GPT-5.4 and GPT-5.2 have similar speed profiles — rated balanced.