Claude Haiku 4.5 vs Grok 4.1 Fast
Compare Anthropic and xAI AI models
Cost Comparison (1000 input + 500 output tokens, 100 requests/day)
Claude Haiku 4.5
Grok 4.1 Fast
Cost Differences
Grok 4.1 Fast costs less than Claude Haiku 4.5
Feature Comparison
| Feature | Claude Haiku 4.5 | Grok 4.1 Fast |
|---|---|---|
| Provider | Anthropic | xAI |
| Input Price | $1.00/1M tokens | $0.20/1M tokens |
| Output Price | $5.00/1M tokens | $0.50/1M tokens |
| Context Window | 200,000 tokens | 2,000,000 tokens |
| Max Output | 64,000 tokens | 131,072 tokens |
| Category | efficient | efficient |
| Capabilities | textvision | textreasoningcode |
| Release Date | 10/15/2025 | 1/15/2026 |
Claude Haiku 4.5 vs Grok 4.1 Fast: Which Should You Choose?
Choosing between Claude Haiku 4.5 and Grok 4.1 Fast depends on your priorities: cost efficiency, context length, or raw capability. Grok 4.1 Fast is the more affordable option at $0.20/1M input tokens — 80% cheaper than Claude Haiku 4.5. Meanwhile, Grok 4.1 Fast offers a significantly larger context window at 2,000,000 tokens vs 200,000 for Claude Haiku 4.5.
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.
Both models are in the efficient category, making this a direct head-to-head comparison. At scale — say 10,000 requests per day — the cost difference adds up: Grok 4.1 Fast would save you roughly $915.00/month compared to Claude Haiku 4.5. For startups and indie developers, that difference can be significant.
Output costs matter too. Claude Haiku 4.5 charges $5.00/1M output tokens vs $0.50 for Grok 4.1 Fast. For generation-heavy workloads (content creation, code generation, summarization), output pricing often dominates your bill. Grok 4.1 Fast has the edge here at $0.50/1M output tokens.
Multimodal capabilities: Claude Haiku 4.5 supports vision (image inputs) while Grok 4.1 Fast is text-only. If your application needs image understanding, this narrows your choice.
Best Use Cases
Choose Claude Haiku 4.5 when:
- • You're already using Anthropic's API ecosystem
- • You're running high-volume, latency-sensitive workloads
Choose Grok 4.1 Fast when:
- • Budget is a primary concern
- • You need a larger context window (2,000,000 tokens)
- • You need more capabilities (reasoning, code)
- • You need longer outputs (up to 131,072 tokens)
- • You're already using xAI's API ecosystem
- • You're running high-volume, latency-sensitive workloads
Try Different Scenarios
Use the calculator below to see how costs change with different usage patterns
Claude Haiku 4.5 (Anthropic)
Grok 4.1 Fast (xAI)
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