tokevenClaudevsGrok
Claude Opus 4.8 vs Grok 4.3
Side-by-side comparison of pricing, task quality, and projected cost at higher scale.
Pricing
Side-by-side pricing
Claude Opus 4.8
FlagshipGrok 4.3
Mid-tierInput $/MTok
$5.00
$1.25
Output $/MTok
$25.00
$2.50
Cache discount
90% off
84% off
Context
200K
1,000K
Quality
Task confidence comparison
Confidence score from zero to one hundred by task type, where higher is better.
Code Generation
95
vs
0
Code Review
94
vs
0
Summarization
88
vs
0
Q&A
85
vs
0
Extraction
82
vs
0
Reasoning
97
vs
0
Classification
80
vs
0
Creative Writing
93
vs
0
Claude Opus 4.8
Grok 4.3
Guidance
When to use Claude Opus 4.8 vs Grok 4.3
Choose Claude Opus 4.8 when...
- Similar performance; consider provider preference or ecosystem fit.
Choose Grok 4.3 when...
- -Cost matters: 75% cheaper on input tokens
- -You need a larger context window (1,000K vs 200K)
At scale
Cost at scale
Estimated cost assuming a seventy percent input and thirty percent output token split.
Claude Opus 4.8
Grok 4.3
100K tokens
$1.10
$0.16Cheaper
1M tokens
$11.00
$3.25Cheaper
10M tokens
$110.00
$32.50Cheaper
FAQ
When should I use Claude Opus 4.8 instead of Grok 4.3?
Claude Opus 4.8 and Grok 4.3 perform similarly across all tracked tasks. Pick based on pricing and provider preference.
Is Grok 4.3 cheaper than Claude Opus 4.8?
Yes. Grok 4.3 input costs $1.25/MTok vs $5.00/MTok for Claude Opus 4.8, saving 75% on input.
What are the context window sizes for Claude Opus 4.8 and Grok 4.3?
Claude Opus 4.8 has a 200K token context window. Grok 4.3 has a 1,000K 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 Opus 4.8 and Grok 4.3 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.