Key Takeaways
DeepSeek Coder 7B Base wins:
- Cheaper input tokens
- Cheaper output tokens
DeepSeek V3.2 Speciale wins:
- Larger context window
- Faster response time
- Higher intelligence benchmark
- Better at coding
- Better at math
- Supports tool calls
Price Advantage
DeepSeek Coder 7B Base
Benchmark Advantage
DeepSeek V3.2 Speciale
Context Window
DeepSeek V3.2 Speciale
Speed
DeepSeek V3.2 Speciale
Pricing Comparison
Price Comparison
| Metric | DeepSeek Coder 7B Base | DeepSeek V3.2 Speciale | Winner |
|---|---|---|---|
| Input (per 1M tokens) | $0.20 | $0.40 | DeepSeek Coder 7B Base |
| Output (per 1M tokens) | $0.20 | $1.20 | DeepSeek Coder 7B Base |
| Cache Read (per 1M) | $0.10 | $0.20 | DeepSeek Coder 7B Base |
Using a 3:1 input/output ratio, DeepSeek Coder 7B Base is 67% cheaper overall.
DeepSeek Coder 7B Base Providers
No provider data available
DeepSeek V3.2 Speciale Providers
No provider data available
Benchmark Comparison
6
Benchmarks Compared
0
DeepSeek Coder 7B Base Wins
0
DeepSeek V3.2 Speciale Wins
Benchmark Scores
| Benchmark | DeepSeek Coder 7B Base | DeepSeek V3.2 Speciale | Winner |
|---|---|---|---|
Intelligence Index Overall intelligence score | - | 34.1 | - |
Coding Index Code generation & understanding | - | 37.9 | - |
Math Index Mathematical reasoning | - | 96.7 | - |
MMLU Pro Academic knowledge | - | 86.3 | - |
GPQA Graduate-level science | - | 87.1 | - |
LiveCodeBench Competitive programming | - | 89.6 | - |
DeepSeek V3.2 Speciale significantly outperforms in coding benchmarks.
Cost vs Quality
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Other models
Context & Performance
Context Window
DeepSeek Coder 7B Base
N/A
tokens
DeepSeek V3.2 Speciale
163,840
tokens
Speed Performance
| Metric | DeepSeek Coder 7B Base | DeepSeek V3.2 Speciale | Winner |
|---|---|---|---|
| Tokens/second | N/A | 0.0 tok/s | |
| Time to First Token | N/A | 0.00s |
Capabilities
Feature Comparison
| Feature | DeepSeek Coder 7B Base | DeepSeek V3.2 Speciale |
|---|---|---|
| Vision (Image Input) | ||
| Tool/Function Calls | ||
| Reasoning Mode | ||
| Audio Input | ||
| Audio Output | ||
| PDF Input | ||
| Prompt Caching | ||
| Web Search |
License & Release
| Property | DeepSeek Coder 7B Base | DeepSeek V3.2 Speciale |
|---|---|---|
| License | Proprietary | Open Source |
| Author | Deepseek | Deepseek |
| Released | Unknown | Dec 2025 |
DeepSeek Coder 7B Base Modalities
Input
Output
DeepSeek V3.2 Speciale Modalities
Input
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Output
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