Claude Haiku 4.5 vs Grok 4.1 Fast
Pricing & Specs
Anthropic vs xAI, side by side from a live registry. Specs below, then benchmark both on your own task.
TL;DR: On a typical task (1K input + 500 output tokens), Grok 4.1 Fast is about 7.8x cheaper than Claude Haiku 4.5. But per-token price is not cost per result: a cheaper model that needs more tokens, retries, or hand-holding can end up more expensive on your workload. The specs below are facts; which one is better at YOUR task is measurable, not guessable.
API Pricing: Claude Haiku 4.5 vs Grok 4.1 Fast
| Tokens | Claude Haiku 4.5 | Grok 4.1 Fast |
|---|---|---|
| Input | $1 / 1M | $0.2 / 1M |
| Output | $5 / 1M | $0.5 / 1M |
| Cached input | $0.1 / 1M | $0.05 / 1M |
What that means in practice (1K input + 500 output tokens)
Specs Compared
| Spec | Claude Haiku 4.5 | Grok 4.1 Fast |
|---|---|---|
| Context window | 200K tokens | 2M tokens |
| Max output tokens | 64K tokens | - |
| Input modalities | text, image | text, image |
| Knowledge cutoff | - | - |
| Latency (measured) | ~847ms median response | ~1.4s median response |
| Reasoning model | Yes | Yes |
| Tool / function calling | Yes | Yes |
| JSON mode | Yes | Yes |
| Prompt caching | Yes | Yes |
When to Choose Which
FAQ
Which is cheaper, Claude Haiku 4.5 or Grok 4.1 Fast?
Claude Haiku 4.5 costs $1/$5 per 1M input/output tokens; Grok 4.1 Fast costs $0.2/$0.5. On a typical task (1K input + 500 output tokens), Grok 4.1 Fast is about 7.8x cheaper than Claude Haiku 4.5.
Which has the bigger context window, Claude Haiku 4.5 or Grok 4.1 Fast?
Claude Haiku 4.5 has a 200K-token context window; Grok 4.1 Fast has 2M tokens.
Is Claude Haiku 4.5 better than Grok 4.1 Fast?
It depends on the task. Generic leaderboards won't tell you which one wins on YOUR workload. OpenMark lets you benchmark Claude Haiku 4.5 and Grok 4.1 Fast head to head on your own task with real API calls, no API keys needed, free tier available.
Claude Haiku 4.5 or Grok 4.1 Fast for YOUR Task?
Spec tables can't answer that. Run both head to head on your actual workload:
real API calls, ranked results with accuracy, cost, and latency. Free tier available.