Claude Sonnet 4 vs Grok 3
Claude Sonnet 4 vs Grok 3: Claude Sonnet 4 is cheaper for input-heavy usage ($3.00/M vs $3.00/M input tokens), while Claude Sonnet 4 is better for long-context tasks (200,000 tokens).
Direct answer: choose Claude Sonnet 4 for lower token spend and choose Claude Sonnet 4 when your workload needs longer context.
Compare input and output token pricing, context windows, and monthly cost estimates on one page so you can pick the cheaper model fast.
Cost Comparison (1000 input + 500 output tokens, 100 requests/day)
Claude Sonnet 4
Grok 3
Cost Differences
Grok 3 costs less than Claude Sonnet 4
Quick Recommendation
Winner for direct API pricing: Claude Sonnet 4. At the default workload, Claude Sonnet 4 saves about $0.00/month ($0.00/year) versus Grok 3.
Feature Comparison
| Feature | Claude Sonnet 4 | Grok 3 |
|---|---|---|
| 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 | 131,072 tokens |
| Max Output | 64,000 tokens | 131,072 tokens |
| Category | standard | flagship |
| Capabilities | textvisioncodereasoning | textvisionreasoningcode |
| Release Date | 5/14/2025 | 2/17/2025 |
Claude Sonnet 4 vs Grok 3: Which Should You Choose?
Choosing between Claude Sonnet 4 and Grok 3 depends on your priorities: cost efficiency, context length, or raw capability. Grok 3 is the more affordable option at $3.00/1M input tokens. Meanwhile, Claude Sonnet 4 offers a significantly larger context window at 200,000 tokens vs 131,072 for Grok 3.
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 3 is flagship. This means they're optimized for different workloads. Grok 3 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 3.
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 need a larger context window (200,000 tokens)
- • You're already using Anthropic's API ecosystem
Choose Grok 3 when:
- • 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
- • Trade-offs are minor in this matchup.
Grok 3
- • Input pricing: $3.00/M tokens
- • Output pricing: $15.00/M tokens
- • Context window: 131,072 tokens
- • Max output: 131,072 tokens
Watch out for
- • Smaller context window than Claude Sonnet 4
Try Different Scenarios
Use the calculator below to see how costs change with different usage patterns
Claude Sonnet 4 (Anthropic)
Grok 3 (xAI)
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Which is cheaper, Claude Sonnet 4 or Grok 3?▼
What is the context window difference between Claude Sonnet 4 and Grok 3?▼
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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