Key Takeaways
Gemma 3 12B wins:
- Cheaper input tokens
- Larger context window
- Faster response time
- Better at coding
- Better at math
- Supports vision
Qwen2.5 7B Instruct wins:
- Higher intelligence benchmark
Price Advantage
Gemma 3 12B
Benchmark Advantage
Gemma 3 12B
Context Window
Gemma 3 12B
Speed
Gemma 3 12B
Pricing Comparison
Price Comparison
| Metric | Gemma 3 12B | Qwen2.5 7B Instruct | Winner |
|---|---|---|---|
| Input (per 1M tokens) | $0.03 | $0.04 | Gemma 3 12B |
| Output (per 1M tokens) | $0.10 | $0.10 | Tie |
| Cache Read (per 1M) | $15000.00 | N/A | Gemma 3 12B |
Using a 3:1 input/output ratio, Gemma 3 12B is 14% cheaper overall.
Gemma 3 12B Providers
Chutes $0.03 (Cheapest)
DeepInfra $0.04
Crusoe $0.08
Cloudflare $0.35
Qwen2.5 7B Instruct Providers
Phala $0.04 (Cheapest)
AtlasCloud $0.04 (Cheapest)
Together $0.30
Benchmark Comparison
8
Benchmarks Compared
2
Gemma 3 12B Wins
1
Qwen2.5 7B Instruct Wins
Benchmark Scores
| Benchmark | Gemma 3 12B | Qwen2.5 7B Instruct | Winner |
|---|---|---|---|
Intelligence Index Overall intelligence score | 8.8 | 35.2 | |
Coding Index Code generation & understanding | 6.3 | - | - |
Math Index Mathematical reasoning | 18.3 | - | - |
MMLU Pro Academic knowledge | 59.5 | 36.5 | |
GPQA Graduate-level science | 34.9 | 5.5 | |
LiveCodeBench Competitive programming | 13.7 | - | - |
AIME Competition math | 22.0 | - | - |
BBH Big-Bench Hard | - | 34.9 | - |
Gemma 3 12B significantly outperforms in coding benchmarks.
Cost vs Quality
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Y-axis:
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Gemma 3 12B
Other models
Context & Performance
Context Window
Gemma 3 12B
131,072
tokens
Max output: 131,072 tokens
Qwen2.5 7B Instruct
32,768
tokens
Gemma 3 12B has a 75% larger context window.
Speed Performance
| Metric | Gemma 3 12B | Qwen2.5 7B Instruct | Winner |
|---|---|---|---|
| Tokens/second | 33.6 tok/s | N/A | |
| Time to First Token | 11.94s | N/A |
Capabilities
Feature Comparison
| Feature | Gemma 3 12B | Qwen2.5 7B Instruct |
|---|---|---|
| Vision (Image Input) | ||
| Tool/Function Calls | ||
| Reasoning Mode | ||
| Audio Input | ||
| Audio Output | ||
| PDF Input | ||
| Prompt Caching | ||
| Web Search |
License & Release
| Property | Gemma 3 12B | Qwen2.5 7B Instruct |
|---|---|---|
| License | Open Source | Open Source |
| Author | Qwen | |
| Released | Mar 2025 | Oct 2024 |
Gemma 3 12B Modalities
Input
textimage
Output
text
Qwen2.5 7B Instruct Modalities
Input
text
Output
text