tokevenGPTvsGemini
GPT 5.4 vs Gemini 3.1 Pro
Side-by-side comparison of pricing, task quality, and projected cost at higher scale.
Pricing
Side-by-side pricing
GPT 5.4
Mid-tierGemini 3.1 Pro
Mid-tierInput $/MTok
$2.50
$2.00
Output $/MTok
$15.00
$12.00
Cache discount
90% off
90% off
Context
1.1M
1.0M
Quality
Task confidence comparison
Confidence score from zero to one hundred by task type, where higher is better.
Code Generation
63
vs
57
Code Review
82
vs
84
Summarization
67
vs
80
Q&A
91
vs
87
Extraction
76
vs
75
Reasoning
88
vs
84
Classification
88
vs
86
Creative Writing
79
vs
77
GPT 5.4
Gemini 3.1 Pro
Guidance
When to use GPT 5.4 vs Gemini 3.1 Pro
Choose GPT 5.4 when...
- -You need strong q&a (confidence 91 vs 87)
- -You need strong reasoning (confidence 88 vs 84)
- -You need strong classification (confidence 88 vs 86)
- -You need strong creative writing (confidence 79 vs 77)
- -You need a larger context window (1.1M vs 1.0M)
Choose Gemini 3.1 Pro when...
- -You need strong code review (confidence 84 vs 82)
- -You need strong summarization (confidence 80 vs 67)
- -Cost matters: 20% cheaper on input tokens
At scale
Cost at scale
Estimated cost assuming a seventy percent input and thirty percent output token split.
GPT 5.4
Gemini 3.1 Pro
100K tokens
$0.63
$0.50Cheaper
1M tokens
$10.25
$8.20Cheaper
10M tokens
$102.50
$82.00Cheaper
FAQ
When should I use GPT 5.4 instead of Gemini 3.1 Pro?
GPT 5.4 outperforms Gemini 3.1 Pro for Code Generation, Q&A, Extraction. It costs $2.50/$15.00 per million tokens (input/output).
Is Gemini 3.1 Pro cheaper than GPT 5.4?
Yes. Gemini 3.1 Pro input costs $2.00/MTok vs $2.50/MTok for GPT 5.4, saving 20% on input.
What are the context window sizes for GPT 5.4 and Gemini 3.1 Pro?
GPT 5.4 has a 1.1M token context window. Gemini 3.1 Pro has a 1.0M token context window.
Go deeper on either model
Per-call cost calculators, provider lineups, and price history for both models on this page.
Other comparisons
How GPT 5.4 and Gemini 3.1 Pro stack up against the rest of the field.
Track your real costs
Comparisons show estimated costs at list price. The dashboard reveals your real spend and savings.