GPTvsGemini

GPT 5.2 vs Gemini 3.1 Pro Custom Tools

Side-by-side comparison of pricing, task quality, and projected cost at higher scale.

Pricing

Side-by-side pricing

GPT 5.2

Mid-tier

Gemini 3.1 Pro Custom Tools

Mid-tier
Input $/MTok
$1.75
$2.00
Output $/MTok
$14.00
$12.00
Cache discount
90% off
90% off
Context
272K
1,048.576K

Quality

Task confidence comparison

Confidence score from zero to one hundred by task type, where higher is better.
Code Generation
0
vs
0
Code Review
0
vs
0
Summarization
0
vs
0
Q&A
0
vs
0
Extraction
0
vs
0
Reasoning
0
vs
0
Classification
0
vs
0
Creative Writing
0
vs
0
GPT 5.2
Gemini 3.1 Pro Custom Tools

Guidance

When to use GPT 5.2 vs Gemini 3.1 Pro Custom Tools

Choose GPT 5.2 when...

  • -Cost matters: 13% cheaper on input tokens

Choose Gemini 3.1 Pro Custom Tools when...

  • -You need a larger context window (1,048.576K vs 272K)
  • Similar performance; consider provider preference or ecosystem fit.

At scale

Cost at scale

Estimated cost assuming a seventy percent input and thirty percent output token split.
GPT 5.2
Gemini 3.1 Pro Custom Tools
100K tokens
$0.54
$0.50Cheaper
1M tokens
$5.42Cheaper
$8.20
10M tokens
$54.25Cheaper
$82.00

FAQ

When should I use GPT 5.2 instead of Gemini 3.1 Pro Custom Tools?

GPT 5.2 and Gemini 3.1 Pro Custom Tools perform similarly across all tracked tasks. Pick based on pricing and provider preference.

Is Gemini 3.1 Pro Custom Tools cheaper than GPT 5.2?

Gemini 3.1 Pro Custom Tools input costs $2.00/MTok, which is 14% more than GPT 5.2 at $1.75/MTok.

What are the context window sizes for GPT 5.2 and Gemini 3.1 Pro Custom Tools?

GPT 5.2 has a 272K token context window. Gemini 3.1 Pro Custom Tools has a 1,048.576K token context window.

Track your real costs

Comparisons show estimated costs at list price. The dashboard reveals your real spend and savings.