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Claude Opus 4.8 vs Grok 4.3

List-price comparison · Claude Opus 4.8 details · Grok 4.3 details

For a typical workload (100,000 requests / mo), Grok 4.3 costs 84% less $250.00/mo vs $1,600.00/mo.

 Claude Opus 4.8Grok 4.3
Input / 1M tokens$5.00$1.25
Output / 1M tokens$25.00$2.50
Typical request (1,200 in + 400 out)$0.016$0.0025
Context window1M tokens1M tokens
Max output128k tokens
TierFlagshipFlagship
ProviderAnthropicxAI

Projected monthly cost

Rows open both models in the calculator — adjust volume and token counts there.

Claude Opus 4.8

Best-in-class for complex multi-step agentic workflows, long-horizon planning, and large codebase refactors. Strong instruction-following on ambiguous, open-ended tasks.

Highest per-token cost in the catalog and noticeably higher latency — reserve for tasks that genuinely need top-tier reasoning rather than routine completions.

Grok 4.3

Strong real-time knowledge via X/Twitter integration and competitive general reasoning at a lower price than other flagship models.

Smaller third-party ecosystem and fewer enterprise compliance certifications than OpenAI/Anthropic/Google offerings.

More comparisons

Vendor list rates · per-request examples assume 1,200 input + 400 output tokens.