Claude Haiku 4.5 vs Grok 4
Complete pricing and performance comparison between Anthropic's Claude Haiku 4.5 and xAI's Grok 4.
Quick Verdict
Cheaper
Claude Haiku 4.5
3.0x cheaper input, 3.0x cheaper output
Larger Context
Grok 4
2.0M vs 200K
Higher Quality
Grok 4
Score: 42 vs 31
Faster
Claude Haiku 4.5
125 vs 49 tok/s
Pricing Comparison
| Spec | Claude Haiku 4.5 | Grok 4 | Difference |
|---|---|---|---|
| Provider | Anthropic | xAI | |
| Input / 1M tokens | $1 | $3 | Claude Haiku 4.5 is 67% more expensive |
| Output / 1M tokens | $5 | $15 | Claude Haiku 4.5 is 67% more expensive |
| Context Window | 200K | 2.0M | 10x difference |
| Max Output | 8K | 16K |
Performance Benchmarks
| Metric | Claude Haiku 4.5 | Grok 4 | Winner |
|---|---|---|---|
| Quality Index | 31 | 42 | Grok 4 |
| Output Speed | 125 tok/s | 49 tok/s | Claude Haiku 4.5 |
| Time to First Token | 0.41s | 9.39s | Claude Haiku 4.5 |
| Value (Quality/$) | 31.1 | 13.8 | Higher = better value |
Benchmark data from Artificial Analysis. Quality Index is a composite score across reasoning, coding, and knowledge tasks.
Cost at Scale
Estimated cost at different usage levels (3:1 input-to-output token ratio, typical for chat).
| Usage | Claude Haiku 4.5 | Grok 4 | Savings |
|---|---|---|---|
Single request 1K in / 300 out | $0.0025 | $0.0075 | Claude Haiku 4.5 saves $0.0050 |
10 requests 10K in / 3K out | $0.025 | $0.075 | Claude Haiku 4.5 saves $0.050 |
100 requests 100K in / 30K out | $0.250 | $0.750 | Claude Haiku 4.5 saves $0.500 |
1,000 requests 1M in / 300K out | $2.50 | $7.50 | Claude Haiku 4.5 saves $5.00 |
10,000 requests 10M in / 3M out | $25.00 | $75.00 | Claude Haiku 4.5 saves $50.00 |
1M requests/mo 1B in / 300M out | $2500.00 | $7500.00 | Claude Haiku 4.5 saves $5000.00 |
Pros & Cons
Claude Haiku 4.5 Strengths
- +Cheaper input tokens
- +Cheaper output tokens
- +Faster output (125 vs 49 tok/s)
- +Lower latency (faster first token)
Grok 4 Strengths
- +Larger context window (2.0M vs 200K)
- +Higher max output tokens
- +Higher quality score (42 vs 31)
When to Use Each Model
Choose Claude Haiku 4.5 for
- →Budget-conscious projects where cost is the primary factor
- →Real-time applications, chat, or autocomplete
Choose Grok 4 for
- →Long documents, large codebases, or multi-turn conversations
- →Generating long-form content or detailed code
- →Tasks requiring maximum accuracy and reasoning
Frequently Asked Questions
Which is cheaper, Claude Haiku 4.5 or Grok 4?
For input tokens, Claude Haiku 4.5 is 3.0x cheaper at $1/1M tokens. For output tokens, Claude Haiku 4.5 is 3.0x cheaper at $5/1M tokens. At typical usage (1M input + 300K output), Claude Haiku 4.5 costs $2.50 vs Grok 4 at $7.50.
What's the context window difference?
Claude Haiku 4.5 supports 200K context (200,000 tokens), while Grok 4 supports 2.0M (2,000,000 tokens). Grok 4 can handle 10x more context in a single request.
Which model has better benchmarks?
Quality Index: Claude Haiku 4.5 scores 31 vs Grok 4 at 42. Speed: Claude Haiku 4.5 generates 125 tok/s vs Grok 4 at 49 tok/s. Time to first token: Claude Haiku 4.5 at 0.41s vs Grok 4 at 9.39s.
When should I choose Claude Haiku 4.5 over Grok 4?
Choose Claude Haiku 4.5 when you need: Cheaper input tokens, Cheaper output tokens, Faster output (125 vs 49 tok/s), Lower latency (faster first token). Choose Grok 4 when you need: Larger context window (2.0M vs 200K), Higher max output tokens, Higher quality score (42 vs 31).
How much would 10,000 API requests cost?
At 1K input + 300 output tokens per request (typical chat): Claude Haiku 4.5 = $25.00, Grok 4 = $75.00. At 10K input + 1K output per request (longer conversations): Claude Haiku 4.5 = $150.00, Grok 4 = $450.00.