Key Takeaways
Gemini 3 Pro Preview wins:
- Larger context window
- Faster response time
- Higher intelligence benchmark
- Better at coding
- Better at math
- Supports vision
- Has reasoning mode
- Supports tool calls
WizardLM-2 8x22B wins:
- Cheaper input tokens
- Cheaper output tokens
Price Advantage
WizardLM-2 8x22B
Benchmark Advantage
Gemini 3 Pro Preview
Context Window
Gemini 3 Pro Preview
Speed
Gemini 3 Pro Preview
Pricing Comparison
Price Comparison
| Metric | Gemini 3 Pro Preview | WizardLM-2 8x22B | Winner |
|---|---|---|---|
| Input (per 1M tokens) | $2.00 | $0.62 | WizardLM-2 8x22B |
| Output (per 1M tokens) | $12.00 | $0.62 | WizardLM-2 8x22B |
| Cache Read (per 1M) | $200000.00 | N/A | Gemini 3 Pro Preview |
| Cache Write (per 1M) | $375000.00 | N/A | Gemini 3 Pro Preview |
Using a 3:1 input/output ratio, WizardLM-2 8x22B is 86% cheaper overall.
Gemini 3 Pro Preview Providers
Google AI Studio $2.00 (Cheapest)
Google $2.00 (Cheapest)
WizardLM-2 8x22B Providers
Novita $0.62 (Cheapest)
Together $1.20
Benchmark Comparison
8
Benchmarks Compared
3
Gemini 3 Pro Preview Wins
0
WizardLM-2 8x22B Wins
Benchmark Scores
| Benchmark | Gemini 3 Pro Preview | WizardLM-2 8x22B | Winner |
|---|---|---|---|
Intelligence Index Overall intelligence score | 48.4 | 33.1 | |
Coding Index Code generation & understanding | 46.5 | - | - |
Math Index Mathematical reasoning | 95.7 | - | - |
MMLU Pro Academic knowledge | 89.8 | 40.0 | |
GPQA Graduate-level science | 90.8 | 17.6 | |
LiveCodeBench Competitive programming | 91.7 | - | - |
Aider Real-world code editing | - | 44.4 | - |
BBH Big-Bench Hard | - | 48.6 | - |
Gemini 3 Pro Preview significantly outperforms in coding benchmarks.
Cost vs Quality
X-axis:
Y-axis:
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Gemini 3 Pro Preview
Other models
Context & Performance
Context Window
Gemini 3 Pro Preview
1,048,576
tokens
Max output: 65,536 tokens
WizardLM-2 8x22B
65,535
tokens
Max output: 8,000 tokens
Gemini 3 Pro Preview has a 94% larger context window.
Speed Performance
| Metric | Gemini 3 Pro Preview | WizardLM-2 8x22B | Winner |
|---|---|---|---|
| Tokens/second | 132.8 tok/s | N/A | |
| Time to First Token | 30.65s | N/A |
Capabilities
Feature Comparison
| Feature | Gemini 3 Pro Preview | WizardLM-2 8x22B |
|---|---|---|
| Vision (Image Input) | ||
| Tool/Function Calls | ||
| Reasoning Mode | ||
| Audio Input | ||
| Audio Output | ||
| PDF Input | ||
| Prompt Caching | ||
| Web Search |
License & Release
| Property | Gemini 3 Pro Preview | WizardLM-2 8x22B |
|---|---|---|
| License | Proprietary | Open Source |
| Author | Microsoft | |
| Released | Nov 2025 | Apr 2024 |
Gemini 3 Pro Preview Modalities
Input
textimagefileaudiovideo
Output
text
WizardLM-2 8x22B Modalities
Input
text
Output
text