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Claude Opus 4.8 vs Grok-4.20 Reasoning — Price, Context, and Capability Compared

Verdict

Claude Opus 4.8 costs 3.3× more per blended million tokens than Grok-4.20 Reasoning. Grok-4.20 Reasoning has the larger context window (1,000,000 tokens). Default to Grok-4.20 Reasoning unless you specifically need Claude Opus 4.8's edge.

Spec comparison

Claude Opus 4.8Grok-4.20 Reasoning
Price (input)$5.00/M$2.00/M
Price (output)$25.00/M$6.00/M
Blended price$10.00/M$3.00/M
Context window500,000 tokens1,000,000 tokens
Max output64,000 tokens64,000 tokens
Modalitiestext, visiontext, vision
Reasoning modeYesYes
Released2026-042026-03
Speed58 t/s52 t/s

Cost at scale (3:1 blended)

Tokens / monthClaude Opus 4.8Grok-4.20 ReasoningDelta
1,000,000$10.00$3.00$7.00 (3.3×)
10,000,000$100.00$30.00$70.00 (3.3×)
100,000,000$1000.00$300.00$700.00 (3.3×)

Choose Claude Opus 4.8 if…

  • Elite coding and multi-step reasoning
  • Strong instruction following on ambiguous prompts
  • Extended-thinking mode
  • Complex, multi-step tasks where Fable 5’s premium isn’t justified.

Choose Grok-4.20 Reasoning if…

  • State-of-the-art document analysis at 1M context
  • Dedicated reasoning mode
  • Strong vision understanding
  • Long-document analysis and problems that benefit from explicit reasoning.

Run this exact matchup right now

Send the same prompt to Claude Opus 4.8 and Grok-4.20 Reasoning side by side and see the outputs yourself.

Try Claude Opus 4.8 vs Grok-4.20 Reasoning Free

FAQ

Is Claude Opus 4.8 cheaper than Grok-4.20 Reasoning?

Grok-4.20 Reasoning is cheaper, at $3.00 per million blended tokens vs $10.00 for Claude Opus 4.8.

Which has the bigger context window, Claude Opus 4.8 or Grok-4.20 Reasoning?

Grok-4.20 Reasoning has the larger context window: 1,000,000 tokens vs 500,000.

Can Claude Opus 4.8 replace Grok-4.20 Reasoning for coding?

Both are viable for coding. Elite coding and multi-step reasoning (Claude Opus 4.8) vs State-of-the-art document analysis at 1M context (Grok-4.20 Reasoning) — pick based on which strength matters more for your workload.

Which is faster, Claude Opus 4.8 or Grok-4.20 Reasoning?

Claude Opus 4.8 is faster: 58 t/s vs 52 t/s, measured on our speed benchmarks.

Related

Claude Opus 4.8 pricingGrok-4.20 Reasoning pricingvs Grok 4.3vs Gemini 3.1 Provs Claude Opus 4vs Claude Fable 5Premium model tests

Pricing verified 2026-04-06. Specs verified 2026-08-08.