WizardLM-2 8x22B vs Google: Gemini 3.1 Pro Preview: Which AI Model Is Better?
Updated March 24, 2026· Based on independent benchmark data
Quick Verdict
WizardLM-2 8x22B is 3.2x cheaper at $0.62/1M tokens vs $2.00/1M.
Head-to-Head Comparison
| Metric | WizardLM-2 8x22B | Google: Gemini 3.1 Pro Preview |
|---|---|---|
| Intelligence Score | N/A | 57.2 |
| Coding Score | N/A | 55.5 |
| Math Score | N/A | N/A |
| Speed (tok/s) | N/A | 117 tok/s |
| Latency (TTFT) | N/A | 21.91s |
| Input Price / 1M tokens | $0.62 | $2.00 |
| Output Price / 1M tokens | $0.62 | $12 |
| Context Window | 66K | 1.0M |
| Max Output Tokens | 8K | 66K |
| Input Modalities | Text | Audio + File + Image + Text + Video |
| Output Modalities | Text | Text |
| Free Tier | No | No |
Detailed Analysis
Pricing
WizardLM-2 8x22B is more affordable at $0.62/1M input tokens ($0.62/1M output), while Google: Gemini 3.1 Pro Preview costs $2.00/1M input ($12/1M output). That makes Google: Gemini 3.1 Pro Preview 3.2x more expensive per token, which can add up significantly at scale. For a typical workload of 100 requests per day at 2,000 tokens each, WizardLM-2 8x22B would cost approximately $3.72/month vs $12.00/month for Google: Gemini 3.1 Pro Preview in input costs alone.
Context Window
Google: Gemini 3.1 Pro Preview offers a larger context window at 1.0M tokens compared to WizardLM-2 8x22B's 66K. This means Google: Gemini 3.1 Pro Preview can process roughly 524 pages of text in a single request vs 33 pages for WizardLM-2 8x22B. For output length, Google: Gemini 3.1 Pro Preview can generate up to 66K tokens per response vs 8K for WizardLM-2 8x22B.
Best Use Cases
Choose WizardLM-2 8x22B when you need lower cost. Choose Google: Gemini 3.1 Pro Preview when you need larger context window (1.0M).
Choose WizardLM-2 8x22B if:
- ✓Budget is a concern ($0.62/1M vs $2.00/1M)
Choose Google: Gemini 3.1 Pro Preview if:
- ✓You need a larger context window (1.0M vs 66K)
- ✓You need image understanding (Supports image input)
Frequently Asked Questions
Which is cheaper, WizardLM-2 8x22B or Google: Gemini 3.1 Pro Preview?
WizardLM-2 8x22B is cheaper at $0.62/1M input tokens vs $2.00/1M for Google: Gemini 3.1 Pro Preview.
Can WizardLM-2 8x22B process images?
No, WizardLM-2 8x22B does not support image input. However, Google: Gemini 3.1 Pro Preview does support images.
Which has a larger context window, WizardLM-2 8x22B or Google: Gemini 3.1 Pro Preview?
Google: Gemini 3.1 Pro Preview has a larger context window at 1.0M compared to WizardLM-2 8x22B's 66K.
Related Comparisons
Benchmark data by Artificial Analysis
Data last synced: March 24, 2026