tokevenGPTvsGPT
GPT 5.4 vs GPT 5.6 Sol
Side-by-side comparison of pricing, task quality, and projected cost at higher scale.
Pricing
Side-by-side pricing
GPT 5.4
Mid-tierGPT 5.6 Sol
FlagshipInput $/MTok
$2.50
$5.00
Output $/MTok
$15.00
$30.00
Cache discount
90% off
90% off
Context
128K
1,000K
Quality
Task confidence comparison
Confidence score from zero to one hundred by task type, where higher is better.
Code Generation
84
vs
94
Code Review
82
vs
92
Summarization
91
vs
90
Q&A
91
vs
91
Extraction
89
vs
88
Reasoning
80
vs
96
Classification
88
vs
86
Creative Writing
78
vs
92
GPT 5.4
GPT 5.6 Sol
Guidance
When to use GPT 5.4 vs GPT 5.6 Sol
Choose GPT 5.4 when...
- -You need strong summarization (confidence 91 vs 90)
- -You need strong extraction (confidence 89 vs 88)
- -You need strong classification (confidence 88 vs 86)
- -Cost matters: 50% cheaper on input tokens
Choose GPT 5.6 Sol when...
- -You need strong reasoning (confidence 96 vs 80)
- -You need strong code generation (confidence 94 vs 84)
- -You need strong code review (confidence 92 vs 82)
- -You need strong creative writing (confidence 92 vs 78)
- -You need a larger context window (1,000K vs 128K)
At scale
Cost at scale
Estimated cost assuming a seventy percent input and thirty percent output token split.
GPT 5.4
GPT 5.6 Sol
100K tokens
$0.63Cheaper
$1.25
1M tokens
$6.25Cheaper
$12.50
10M tokens
$62.50Cheaper
$125.00
FAQ
When should I use GPT 5.4 instead of GPT 5.6 Sol?
GPT 5.4 outperforms GPT 5.6 Sol for Summarization, Extraction, Classification. It costs $2.50/$15.00 per million tokens (input/output).
Is GPT 5.6 Sol cheaper than GPT 5.4?
GPT 5.6 Sol input costs $5.00/MTok, which is 100% more than GPT 5.4 at $2.50/MTok.
What are the context window sizes for GPT 5.4 and GPT 5.6 Sol?
GPT 5.4 has a 128K token context window. GPT 5.6 Sol has a 1,000K token context window.
Track your real costs
Comparisons show estimated costs at list price. The dashboard reveals your real spend and savings.