Key Takeaways
Gemini 3 Pro Preview wins:
- Larger context window
- Faster response time
- Higher intelligence benchmark
- Better at coding
- Better at math
GLM 4.6V wins:
- Cheaper input tokens
- Cheaper output tokens
Price Advantage
GLM 4.6V
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 | GLM 4.6V | Winner |
|---|---|---|---|
| Input (per 1M tokens) | $2.00 | $0.30 | GLM 4.6V |
| Output (per 1M tokens) | $12.00 | $0.90 | GLM 4.6V |
| Cache Read (per 1M) | $0.20 | $0.05 | GLM 4.6V |
| Cache Write (per 1M) | $0.38 | N/A | Gemini 3 Pro Preview |
Using a 3:1 input/output ratio, GLM 4.6V is 90% cheaper overall.
Gemini 3 Pro Preview Providers
No provider data available
GLM 4.6V Providers
No provider data available
Benchmark Comparison
6
Benchmarks Compared
6
Gemini 3 Pro Preview Wins
0
GLM 4.6V Wins
Benchmark Scores
| Benchmark | Gemini 3 Pro Preview | GLM 4.6V | Winner |
|---|---|---|---|
Intelligence Index Overall intelligence score | 48.4 | 17.1 | |
Coding Index Code generation & understanding | 46.5 | 11.1 | |
Math Index Mathematical reasoning | 95.7 | 26.3 | |
MMLU Pro Academic knowledge | 89.8 | 75.2 | |
GPQA Graduate-level science | 90.8 | 56.6 | |
LiveCodeBench Competitive programming | 91.7 | 41.1 |
Gemini 3 Pro Preview significantly outperforms in coding benchmarks.
Cost vs Quality
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Gemini 3 Pro Preview
Other models
Context & Performance
Context Window
Gemini 3 Pro Preview
1,048,576
tokens
GLM 4.6V
131,072
tokens
Gemini 3 Pro Preview has a 88% larger context window.
Speed Performance
| Metric | Gemini 3 Pro Preview | GLM 4.6V | Winner |
|---|---|---|---|
| Tokens/second | 110.1 tok/s | 22.9 tok/s | |
| Time to First Token | 25.17s | 4.51s |
Gemini 3 Pro Preview responds 381% faster on average.
Capabilities
Feature Comparison
| Feature | Gemini 3 Pro Preview | GLM 4.6V |
|---|---|---|
| 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 | GLM 4.6V |
|---|---|---|
| License | Proprietary | Open Source |
| Author | Z-ai | |
| Released | Nov 2025 | Dec 2025 |
Gemini 3 Pro Preview Modalities
Input
textimagefileaudiovideo
Output
text
GLM 4.6V Modalities
Input
imagetextvideo
Output
text