tokevenClaudevsGPT
Claude Haiku 4.5 vs GPT 5.6 Luna
Side-by-side comparison of pricing, task quality, and projected cost at higher scale.
Pricing
Side-by-side pricing
Claude Haiku 4.5
Fast / BudgetGPT 5.6 Luna
Fast / BudgetInput $/MTok
$1.00
$0.20
Output $/MTok
$5.00
$1.20
Cache discount
90% off
90% off
Context
200K
1,050K
Quality
Task confidence comparison
Confidence score from zero to one hundred by task type, where higher is better.
Code Generation
72
vs
70
Code Review
70
vs
68
Summarization
82
vs
84
Q&A
86
vs
85
Extraction
88
vs
89
Reasoning
65
vs
63
Classification
90
vs
91
Creative Writing
60
vs
58
Claude Haiku 4.5
GPT 5.6 Luna
Guidance
When to use Claude Haiku 4.5 vs GPT 5.6 Luna
Choose Claude Haiku 4.5 when...
- -You need strong q&a (confidence 86 vs 85)
- -You need strong code generation (confidence 72 vs 70)
- -You need strong code review (confidence 70 vs 68)
- -You need strong reasoning (confidence 65 vs 63)
Choose GPT 5.6 Luna when...
- -You need strong classification (confidence 91 vs 90)
- -You need strong extraction (confidence 89 vs 88)
- -You need strong summarization (confidence 84 vs 82)
- -Cost matters: 80% cheaper on input tokens
- -You need a larger context window (1,050K vs 200K)
At scale
Cost at scale
Estimated cost assuming a seventy percent input and thirty percent output token split.
Claude Haiku 4.5
GPT 5.6 Luna
100K tokens
$0.22
$0.05Cheaper
1M tokens
$2.20
$0.82Cheaper
10M tokens
$22.00
$8.20Cheaper
FAQ
When should I use Claude Haiku 4.5 instead of GPT 5.6 Luna?
Claude Haiku 4.5 outperforms GPT 5.6 Luna for Q&A, Code Generation, Code Review. It costs $1.00/$5.00 per million tokens (input/output).
Is GPT 5.6 Luna cheaper than Claude Haiku 4.5?
Yes. GPT 5.6 Luna input costs $0.20/MTok vs $1.00/MTok for Claude Haiku 4.5, saving 80% on input.
What are the context window sizes for Claude Haiku 4.5 and GPT 5.6 Luna?
Claude Haiku 4.5 has a 200K token context window. GPT 5.6 Luna has a 1,050K 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 Claude Haiku 4.5 and GPT 5.6 Luna 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.