| Signal | Claude 3 Haiku | Delta | Grok 4 Fast |
|---|---|---|---|
Capabilities | 50 | -50 | |
Benchmarks | 48 | -21 | |
Pricing | 1 | +1 | |
Context window size | 84 | -16 | |
Recency | 0 | -99 | |
Output Capacity | 60 | -14 | |
| Overall Result | 1 wins | of 6 | 5 wins |
0
days ranked higher
0
days
30
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Anthropic
xAI
Grok 4 Fast saves you $42.50/month
That's $510.00/year compared to Claude 3 Haiku at your current usage level of 100K calls/month.
| Metric | Claude 3 Haiku | Grok 4 Fast | Winner |
|---|---|---|---|
| Overall Score | 43 | 83 | Grok 4 Fast |
| Rank | #276 | #52 | Grok 4 Fast |
| Quality Rank | #276 | #52 | Grok 4 Fast |
| Adoption Rank | #276 | #52 | Grok 4 Fast |
| Parameters | -- | -- | -- |
| Context Window | 200K | 2000K | Grok 4 Fast |
| Pricing | $0.25/$1.25/M | $0.20/$0.50/M | -- |
| Signal Scores | |||
| Capabilities | 50 | 100 | Grok 4 Fast |
| Benchmarks | 48 | 70 | Grok 4 Fast |
| Pricing | 1 | 1 | Claude 3 Haiku |
| Context window size | 84 | 100 | Grok 4 Fast |
| Recency | 0 | 99 | Grok 4 Fast |
| Output Capacity | 60 | 75 | Grok 4 Fast |
Our composite score (0–100) combines six weighted signals: benchmark performance (25%), pricing efficiency (25%), context window size (15%), model recency (15%), output capacity (10%), and capability versatility (10%). Here's what the scores mean for these two models:
Scores 43/100 (rank #276), placing it in the top 5% of all 290 models tracked.
Scores 83/100 (rank #52), placing it in the top 82% of all 290 models tracked.
Grok 4 Fast has a 40-point advantage, which typically translates to noticeably stronger performance on complex reasoning, code generation, and multi-step tasks.
Grok 4 Fast offers 53% better value per quality point. At 1M tokens/day, you'd spend $10.50/month with Grok 4 Fast vs $22.50/month with Claude 3 Haiku - a $12.00 monthly difference.
Both models have comparable response speeds. For most applications, the latency difference is negligible.
When latency matters most: Interactive chatbots, IDE code completion, real-time translation, and user-facing applications where response time directly impacts experience. For batch processing, background summarization, or offline analysis, latency is less critical.
Code generation & review
Higher benchmark score (0/100) indicates stronger performance on coding tasks like generating functions, debugging, and refactoring
Customer support chatbot
Faster response time (speed score 0/100) is critical for user-facing chat. Grok 4 Fast also offers lower per-token costs for high-volume support
Long document analysis
Larger context window (2000K tokens) can process longer documents, contracts, and research papers in a single pass
Batch data extraction
Lower output pricing ($0.50/M) reduces costs when processing thousands of records daily
Creative writing & content
Higher overall composite score (83/100) correlates with better nuance, coherence, and style in long-form content
Image understanding & OCR
Supports vision input - can analyze screenshots, diagrams, photos, and scanned documents directly
Grok 4 Fast clearly outperforms Claude 3 Haiku with a significant 40.400000000000006-point lead. For most general use cases, Grok 4 Fast is the stronger choice. However, Claude 3 Haiku may still excel in niche scenarios.
Best for Quality
Claude 3 Haiku
Marginally better benchmark scores; both are excellent
Best for Cost
Grok 4 Fast
53% lower pricing; better value at scale
Best for Reliability
Claude 3 Haiku
Higher uptime and faster response speeds
Best for Prototyping
Claude 3 Haiku
Stronger community support and better developer experience
Best for Production
Claude 3 Haiku
Wider enterprise adoption and proven at scale
by Anthropic
| Capability | Claude 3 Haiku | Grok 4 Fast |
|---|---|---|
| Vision (Image Input) | ||
| Function Calling | ||
| Streaming | ||
| JSON Modediffers | ||
| Reasoningdiffers | ||
| Web Searchdiffers | ||
| Image Output |
Anthropic
xAI
Grok 4 Fast saves you $0.9900/month
That's 51% cheaper than Claude 3 Haiku at 1,000 tokens/request and 100 requests/day.
Assumes 60% input / 40% output token ratio per request. Actual costs may vary based on your usage pattern.
| Parameter | Claude 3 Haiku | Grok 4 Fast |
|---|---|---|
| Context Window | 200K | 2M |
| Max Output Tokens | 4,096 | 30,000 |
| Open Source | No | No |
| Created | Mar 13, 2024 | Sep 19, 2025 |
Grok 4 Fast scores 83/100 (rank #52) compared to Claude 3 Haiku's 43/100 (rank #276), giving it a 40-point advantage. Grok 4 Fast is the stronger overall choice, though Claude 3 Haiku may excel in specific areas like certain benchmarks.
Claude 3 Haiku is ranked #276 and Grok 4 Fast is ranked #52 out of 290+ AI models. Rankings use a composite score combining benchmark performance (25%), pricing (25%), context window (15%), recency (15%), output capacity (10%), and versatility (10%). Scores update hourly.
Grok 4 Fast is cheaper at $0.50/M output tokens vs Claude 3 Haiku's $1.25/M output tokens - 2.5x more expensive. Input token pricing: Claude 3 Haiku at $0.25/M vs Grok 4 Fast at $0.20/M.
Grok 4 Fast has a larger context window of 2,000,000 tokens compared to Claude 3 Haiku's 200,000 tokens. A larger context window means the model can process longer documents and conversations.