| Signal | Grok 4 Fast | Delta | WizardLM-2 8x22B |
|---|---|---|---|
Capabilities | 100 | +83 | |
Pricing | 1 | 0 | |
Context window size | 100 | +24 | |
Recency | 100 | +94 | |
Output Capacity | 75 | +10 | |
| Overall Result | 4 wins | of 5 | 1 wins |
30
days ranked higher
0
days
0
days ranked higher
xAI
Microsoft
Grok 4 Fast saves you $48.00/month
That's $576.00/year compared to WizardLM-2 8x22B at your current usage level of 100K calls/month.
| Metric | Grok 4 Fast | WizardLM-2 8x22B | Winner |
|---|---|---|---|
| Overall Score | 96 | 34 | Grok 4 Fast |
| Rank | #6 | #290 | Grok 4 Fast |
| Quality Rank | #6 | #290 | Grok 4 Fast |
| Adoption Rank | #6 | #290 | Grok 4 Fast |
| Parameters | -- | 22B | -- |
| Context Window | 2000K | 66K | Grok 4 Fast |
| Pricing | $0.20/$0.50/M | $0.62/$0.62/M | -- |
| Signal Scores | |||
| Capabilities | 100 | 17 | Grok 4 Fast |
| Pricing | 1 | 1 | WizardLM-2 8x22B |
| Context window size | 100 | 76 | Grok 4 Fast |
| Recency | 100 | 6 | Grok 4 Fast |
| Output Capacity | 75 | 65 | 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 96/100 (rank #6), placing it in the top 98% of all 290 models tracked.
Scores 34/100 (rank #290), placing it in the top 0% of all 290 models tracked.
Grok 4 Fast has a 63-point advantage, which typically translates to noticeably stronger performance on complex reasoning, code generation, and multi-step tasks.
Grok 4 Fast offers 44% better value per quality point. At 1M tokens/day, you'd spend $10.50/month with Grok 4 Fast vs $18.60/month with WizardLM-2 8x22B — a $8.10 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 (96/100) 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 WizardLM-2 8x22B with a significant 62.5-point lead. For most general use cases, Grok 4 Fast is the stronger choice. However, WizardLM-2 8x22B may still excel in niche scenarios.
Best for Quality
Grok 4 Fast
Marginally better benchmark scores; both are excellent
Best for Cost
Grok 4 Fast
44% lower pricing; better value at scale
Best for Reliability
Grok 4 Fast
Higher uptime and faster response speeds
Best for Prototyping
Grok 4 Fast
Stronger community support and better developer experience
Best for Production
Grok 4 Fast
Wider enterprise adoption and proven at scale
by xAI
| Capability | Grok 4 Fast | WizardLM-2 8x22B |
|---|---|---|
| Vision (Image Input)differs | ||
| Function Callingdiffers | ||
| Streaming | ||
| JSON Modediffers | ||
| Reasoningdiffers | ||
| Web Searchdiffers | ||
| Image Output |
xAI
Microsoft
Grok 4 Fast saves you $0.9000/month
That's 48% cheaper than WizardLM-2 8x22B 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 | Grok 4 Fast | WizardLM-2 8x22B |
|---|---|---|
| Context Window | 2M | 66K |
| Max Output Tokens | 30,000 | 8,000 |
| Open Source | No | Yes |
| Created | Sep 19, 2025 | Apr 16, 2024 |
Grok 4 Fast scores 96/100 (rank #6) compared to WizardLM-2 8x22B's 34/100 (rank #290), giving it a 63-point advantage. Grok 4 Fast is the stronger overall choice, though WizardLM-2 8x22B may excel in specific areas like certain benchmarks.
Grok 4 Fast is ranked #6 and WizardLM-2 8x22B is ranked #290 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 WizardLM-2 8x22B's $0.62/M output tokens — 1.2x more expensive. Input token pricing: Grok 4 Fast at $0.20/M vs WizardLM-2 8x22B at $0.62/M.
Grok 4 Fast has a larger context window of 2,000,000 tokens compared to WizardLM-2 8x22B's 65,535 tokens. A larger context window means the model can process longer documents and conversations.