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 4.8 | Grok-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 window | 500,000 tokens | 1,000,000 tokens ✓ |
| Max output | 64,000 tokens | 64,000 tokens |
| Modalities | text, vision | text, vision |
| Reasoning mode | Yes | Yes |
| Released | 2026-04 | 2026-03 |
| Speed | 58 t/s ✓ | 52 t/s |
Cost at scale (3:1 blended)
| Tokens / month | Claude Opus 4.8 | Grok-4.20 Reasoning | Delta |
|---|---|---|---|
| 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 FreeFAQ
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
Pricing verified 2026-04-06. Specs verified 2026-08-08.
