Claude Sonnet 4 vs Grok 4
Pricing verdict: Claude Sonnet 4 vs Grok 4: pricing is a tie at $3.00/M input and $15.00/M output. The real choice is context: Grok 4 is better for long-context tasks (256,000 tokens vs 200,000).
Direct answer: pricing is a tie. Choose Grok 4 for the larger 256K context window, or pick Claude Sonnet 4 if 200K is already enough for your workload.
Compare API pricing, input and output token costs, context windows, and monthly estimates on one page so you can pick the right model fast.
Cost Comparison (1000 input + 500 output tokens, 100 requests/day)
Claude Sonnet 4
Grok 4
Cost Differences
Both models cost the same at the default workload.
Quick Recommendation
Direct API pricing is a tie at the default workload: both land around $31.50/month. Pick Grok 4 if you need the larger 256K context window; otherwise choose the model that better fits your workflow.
Feature Comparison
| Feature | Claude Sonnet 4 | Grok 4 |
|---|---|---|
| Provider | Anthropic | xAI |
| Input Price | $3.00/1M tokens | $3.00/1M tokens |
| Output Price | $15.00/1M tokens | $15.00/1M tokens |
| Context Window | 200,000 tokens | 256,000 tokens |
| Max Output | 64,000 tokens | 131,072 tokens |
| Category | standard | reasoning |
| Capabilities | textvisioncodereasoning | textvisionreasoningcode |
| Release Date | 5/14/2025 | 7/9/2025 |
Claude Sonnet 4 vs Grok 4: Which Should You Choose?
Choosing between Claude Sonnet 4 and Grok 4 depends on your priorities: cost efficiency, context length, or raw capability. Both models cost the same on input and output tokens, so raw price is a tie. Meanwhile, Grok 4 offers a significantly larger context window at 256,000 tokens vs 200,000 for Claude Sonnet 4.
These models come from different providers — Anthropic and xAI — which means different API ecosystems, SDKs, rate limits, and terms of service. If you're already integrated with Anthropic, switching to xAIinvolves migration effort beyond just pricing. Factor in your existing infrastructure when deciding.
These models target different tiers: Claude Sonnet 4 is a standard model while Grok 4 is reasoning. This means they're optimized for different workloads. Grok 4 targets more demanding workloads, while Claude Sonnet 4 provides a cost-effective option for everyday tasks.
Output costs matter too. Claude Sonnet 4 charges $15.00/1M output tokens vs $15.00 for Grok 4.
Multimodal capabilities: Both models support vision (image understanding), so you can send images alongside text prompts with either option.
Best Use Cases
Choose Claude Sonnet 4 when:
- • You're already using Anthropic's API ecosystem
Choose Grok 4 when:
- • You need a larger context window (256,000 tokens)
- • You need longer outputs (up to 131,072 tokens)
- • You're already using xAI's API ecosystem
Pros and Caveats at a Glance
Claude Sonnet 4
- • Input pricing: $3.00/M tokens
- • Output pricing: $15.00/M tokens
- • Context window: 200,000 tokens
- • Max output: 64,000 tokens
Watch out for
- • Smaller context window than Grok 4
Grok 4
- • Input pricing: $3.00/M tokens
- • Output pricing: $15.00/M tokens
- • Context window: 256,000 tokens
- • Max output: 131,072 tokens
Watch out for
- • Trade-offs are minor in this matchup.
Try Different Scenarios
Use the calculator below to see how costs change with different usage patterns
Claude Sonnet 4 (Anthropic)
Grok 4 (xAI)
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Which is cheaper, Claude Sonnet 4 or Grok 4?▼
What is the context window difference between Claude Sonnet 4 and Grok 4?▼
Which model is better for AI Agent / Agentic Workflows?▼
Which model has better overall pricing for heavy usage?▼
Where can I compare Anthropic and xAI API pricing beyond this model matchup?▼
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