Anthropic: Claude Opus 4.1 vs xAI: Grok 4
Head-to-head API pricing and cost comparison between Anthropic’s Anthropic: Claude Opus 4.1 and xAI’s xAI: Grok 4. Prices auto-refresh daily from OpenRouter.
xAI: Grok 4 is 80% cheaper for input tokens; xAI: Grok 4 also wins on output tokens.
Side-by-side comparison
| Spec | Anthropic: Claude Opus 4.1 | xAI: Grok 4 |
|---|---|---|
| Input price (per 1M) | $15.00 | $3.00 |
| Cached input (per 1M) | $1.50 | $0.75 |
| Output price (per 1M) | $75.00 | $15.00 |
| Batch input (per 1M) | $7.50 | — |
| Batch output (per 1M) | $37.50 | — |
| Reasoning price (per 1M) | — | — |
| Context window | 200K | 256K |
| Vision support | Yes | Yes |
| Caching support | Yes | Yes |
| Batch API | Yes | No |
| Reasoning capability | No | No |
Monthly cost at volume
Estimated monthly API spend at common production traffic levels (input/output tokens per request shown).
| Volume | Anthropic: Claude Opus 4.1 | xAI: Grok 4 | Savings |
|---|---|---|---|
1K req/day 500in / 200out tokens | $675.00 | $135.00 | $540.00 xAI: Grok 4 wins |
10K req/day 1500in / 500out tokens | $18,000 | $3,600 | $14,400 xAI: Grok 4 wins |
100K req/day 3000in / 800out tokens | $315,000 | $63,000 | $252,000 xAI: Grok 4 wins |
1M req/day 8000in / 2000out tokens | $8,100,000 | $1,620,000 | $6,480,000 xAI: Grok 4 wins |
Adjust input/output token counts, request volume, batch & cached pricing.
Related comparisons
Frequently asked questions
Which is cheaper, Anthropic: Claude Opus 4.1 or xAI: Grok 4?
For input tokens, xAI: Grok 4 is roughly 80% cheaper at $3.00/1M vs $15.00/1M. For output tokens, xAI: Grok 4 wins at $15.00/1M. Real-world cost depends on your input/output ratio — use the calculator to model your actual workload.
What’s the context window difference?
Anthropic: Claude Opus 4.1 has a context window of 200K tokens. xAI: Grok 4 offers 256K tokens. Larger context windows are valuable for long documents, RAG pipelines, and multi-turn conversations — but they come with higher input-token bills if you fill them every request.
Should I use Anthropic: Claude Opus 4.1 or xAI: Grok 4?
Choose Anthropic: Claude Opus 4.1 if you’re already on the Anthropic stack, want broad ecosystem support, or prefer its feature set. Choose xAI: Grok 4 for xAI’s ecosystem, native vision input, or its cheaper input tokens. Run a small benchmark on your own prompts before committing — price is only one axis.
How are these prices kept current?
Prices are pulled directly from OpenRouter’s public models API once every 24 hours via a Convex cron job, then normalized to per-1M-token figures. Last refresh: Apr 21, 2026.