GPTvsGemini

GPT 4o 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 4o

Mid-tier

Gemini 3.1 Pro Custom Tools

Mid-tier
Input $/MTok
$2.50
$2.00
Output $/MTok
$10.00
$12.00
Cache discount
50% off
90% off
Context
128K
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 4o
Gemini 3.1 Pro Custom Tools

Guidance

When to use GPT 4o vs Gemini 3.1 Pro Custom Tools

Choose GPT 4o when...

  • Similar performance; consider provider preference or ecosystem fit.

Choose Gemini 3.1 Pro Custom Tools when...

  • -Cost matters: 20% cheaper on input tokens
  • -You need a larger context window (1,048.576K vs 128K)

At scale

Cost at scale

Estimated cost assuming a seventy percent input and thirty percent output token split.
GPT 4o
Gemini 3.1 Pro Custom Tools
100K tokens
$0.47Cheaper
$0.50
1M tokens
$4.75Cheaper
$8.20
10M tokens
$47.50Cheaper
$82.00

FAQ

When should I use GPT 4o instead of Gemini 3.1 Pro Custom Tools?

GPT 4o 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 4o?

Yes. Gemini 3.1 Pro Custom Tools input costs $2.00/MTok vs $2.50/MTok for GPT 4o, saving 20% on input.

What are the context window sizes for GPT 4o and Gemini 3.1 Pro Custom Tools?

GPT 4o has a 128K 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.