Claude Opus 4.8 vs Grok 4 20 Non Reasoning

API pricing, context window and capabilities for Claude Opus 4.8 and Grok 4 20 Non Reasoning, side by side. Prices are the cheapest serving route per 1M tokens, verified against LiteLLM and OpenRouter.

Verdict

computed from the published numbers

Claude Opus 4.8 wins on intelligence. Grok 4 20 Non Reasoning wins on price and on context window. Benchmark data is unavailable for one or both models.

Price
Grok 4 20 Non Reasoning
Coding
Not called
Intelligence
Claude Opus 4.8
Context window
Grok 4 20 Non Reasoning

Key takeaways

who wins on what, from the published numbers

Claude Opus 4.8 wins

  • More serving providers (4 vs 1)
  • Has reasoning mode
  • Supports prompt caching

Grok 4 20 Non Reasoning wins

  • Cheaper input ($5.00 vs $2.00 /1M)
  • Cheaper output ($25.00 vs $6.00 /1M)
  • Larger context window (1M vs 2M)
  • Higher max output (128K vs 2M)
  • Has web search
Cheaper overall
Grok 4 20 Non Reasoning
$2.00 + $6.00 /1M
Larger context
Grok 4 20 Non Reasoning
2M
More providers
Claude Opus 4.8
4 providers

Pricing & specs

cheapest serving route · per 1M tokens
Claude Opus 4.8Grok 4 20 Non Reasoning
Input $/1M$5.00 $2.00 best
Output $/1M$25.00 $6.00 best
Context window1M 2M best
Max output128K 2M best
Serving providers4 best1
Released2026-05-28 2026-03-09

Benchmarks

Artificial Analysis indices, side by side
Claude Opus 4.8Grok 4 20 Non Reasoning
Intelligence55.7 best21.8
Coding74.3 Not available
GPQA Diamond92% best78%
Output speed68 t/s 163 t/s best
Latency (TTFT)38.57s 4.54s best

Cost calculator

choose a serving route for each side
Input tokens / month
Output tokens / month
Claude Opus 4.8
via Amazon Bedrock
$50
Grok 4 20 Non Reasoning
via Vertex AI
$16

Capabilities

feature support, side by side
FeatureClaude Opus 4.8Grok 4 20 Non Reasoning
Vision
Tool use
Reasoning
Audio
Prompt caching
Structured output
Web search

Related comparisons

Frequently asked questions

Which is cheaper, Claude Opus 4.8 or Grok 4 20 Non Reasoning?
Grok 4 20 Non Reasoning is cheaper for input ($5.00 vs $2.00 per 1M tokens). Grok 4 20 Non Reasoning is cheaper for output ($25.00 vs $6.00 per 1M tokens).
What is the context window difference between Claude Opus 4.8 and Grok 4 20 Non Reasoning?
Claude Opus 4.8 has a 1M-token context window and Grok 4 20 Non Reasoning has 2M tokens, so Grok 4 20 Non Reasoning can take a larger prompt.
How do Claude Opus 4.8 and Grok 4 20 Non Reasoning compare on benchmarks?
On the tracked Artificial Analysis indices, Claude Opus 4.8 leads on intelligence.
Pricing verified against LiteLLM + OpenRouter + provider pages · refreshed daily

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