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Home/GPT-5.2 vs Gemini 3.1 Pro
Winner: GPT-5.2OpenAI vs Google

GPT-5.2 vs Gemini 3.1 Pro

GPT-5.2 wins on coding (85 vs 80). Gemini 3.1 Pro wins on price ($2 vs $12/1M input) and context window (2M vs 200K). For most workflows, GPT-5.2 is the stronger default — capable but outclassed — gpt-5.4 is now cheaper and better.

Last verified Mar 24, 2026/Model data modified Mar 24, 2026
Rankings refresh dailyScored on 6 criteriaNo paid rankings
OpenAIPremium
Input cost
$12.00/1M
Context
200k 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-5.2

View
Why this recommendation

GPT-5.2 is the safest overall answer here when you want the strongest default instead of the lowest list price.

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

Gemini 3.1 Pro

View
Why this recommendation

Gemini 3.1 Pro is the better pick when response speed matters more than maximum reasoning depth.

GooglePremium
Best for
Research, deep document analysis, and long-context reasoning at competitive pricing
Price
$2.00/1M
Context
2M tokens

Why this page recommends it

GPT-5.2 leads on coding with a score of 85 vs 80 for Gemini 3.1 Pro.

Gemini 3.1 Pro has the larger context window: 2M vs 200K for GPT-5.2.

Gemini 3.1 Pro is cheaper at $2/1M input tokens vs $12/1M for GPT-5.2.

Decision notes

Choose GPT-5.2 for coding and research — serious coding and complex product work.

Choose Gemini 3.1 Pro when research.

Gemini 3.1 Pro is the more cost-efficient option at $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.

#1Gemini 3.1 Pro86 pts
#2GPT-5.275 pts
Quality first

Gemini 3.1 Pro

Google / Premium / Mar 24, 2026

86

Best for research and deep document analysis — 2M context at the best premium price.

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

Cost
$2.00/1M
$12.00/1M out
Speed
Balanced
3/100 score
Context
2M tokens
input window
View model
Data-backed recommendation
Avoid this pick if

Your primary use case is writing quality or agentic coding — Claude wins both.

Recommended comparisons

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

OpenAIPremiumWinner: GPT-5.2

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
GooglePremiumOption 2

Gemini 3.1 Pro

Best for research and deep document analysis — 2M context at the best premium price.

Best use case
Research, deep document analysis, and long-context reasoning at competitive pricing
Input
$2.00/1M
Pricing
Premium
Speed
Balanced
Context
2M tokens
Research leader2M contextBest value premium

Pros

Reliable at debugging and multi-file code edits

Strong structured reasoning for product and technical workflows

Solid default for teams that want one premium OpenAI model

Cons

Superseded by GPT-5.4 for most use cases

Claude Sonnet 4.6 leads on both coding and writing quality

Explore related decisions

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Comparison
DeepSeek R1 vs Gemini 3.1 ProDeepSeek R1 vs Gemini 3.1 Pro — see exactly which wins on SWE-bench coding, price per 1M tokens, context window, and speed, with a clear verdict for every use…Read guide
Comparison
Grok 4 vs Gemini 3.1 ProGrok 4 vs Gemini 3.1 Pro — 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-5.2Capable but outclassed — GPT-5.4 is now cheaper and better.Read guide
Google
Gemini 3.1 ProBest for research and deep document analysis — 2M context at the best premium price.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
Alternatives
Best Gemini 3.1 Pro AlternativesLooking for a Gemini 3.1 Pro alternative? Compare 4 rivals on real capability scores, price per 1M tokens, and context size — including cheaper and open-weight…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

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FAQ

Is GPT-5.2 better than Gemini 3.1 Pro?

GPT-5.2 wins on more categories — coding, research, reasoning. Gemini 3.1 Pro is the better pick when research. The right choice depends on your specific use case.

Which is cheaper — GPT-5.2 or Gemini 3.1 Pro?

Gemini 3.1 Pro is cheaper at $2/1M input and $12/1M output. GPT-5.2 costs $12/1M input and $38/1M output.

Which has a larger context window — GPT-5.2 or Gemini 3.1 Pro?

Gemini 3.1 Pro has the larger context window at 2M tokens vs GPT-5.2's 200K. For large document analysis, Gemini 3.1 Pro is the stronger pick.

Is GPT-5.2 or Gemini 3.1 Pro better for coding?

GPT-5.2 is better for coding with a score of 85 vs Gemini 3.1 Pro's 80 (out of 100). Claude Fable 5 is the overall coding leader in this directory at 100/100.

Which is faster — GPT-5.2 or Gemini 3.1 Pro?

Both GPT-5.2 and Gemini 3.1 Pro have similar speed profiles — rated balanced.