Key Takeaways
R1 Distill Llama 8B wins:
- Cheaper input tokens
- Cheaper output tokens
DeepSeek V3.2 Speciale wins:
- Larger context window
- Higher intelligence benchmark
- Better at coding
- Better at math
- Supports tool calls
Price Advantage
R1 Distill Llama 8B
Benchmark Advantage
DeepSeek V3.2 Speciale
Context Window
DeepSeek V3.2 Speciale
Speed
N/A
Pricing Comparison
Price Comparison
| Metric | R1 Distill Llama 8B | DeepSeek V3.2 Speciale | Winner |
|---|---|---|---|
| Input (per 1M tokens) | $0.04 | $0.40 | R1 Distill Llama 8B |
| Output (per 1M tokens) | $0.04 | $1.20 | R1 Distill Llama 8B |
| Cache Read (per 1M) | $0.10 | $0.20 | R1 Distill Llama 8B |
Using a 3:1 input/output ratio, R1 Distill Llama 8B is 93% cheaper overall.
R1 Distill Llama 8B Providers
No provider data available
DeepSeek V3.2 Speciale Providers
No provider data available
Benchmark Comparison
7
Benchmarks Compared
0
R1 Distill Llama 8B Wins
5
DeepSeek V3.2 Speciale Wins
Benchmark Scores
| Benchmark | R1 Distill Llama 8B | DeepSeek V3.2 Speciale | Winner |
|---|---|---|---|
Intelligence Index Overall intelligence score | 12.1 | 34.1 | |
Coding Index Code generation & understanding | - | 37.9 | - |
Math Index Mathematical reasoning | 41.3 | 96.7 | |
MMLU Pro Academic knowledge | 54.3 | 86.3 | |
GPQA Graduate-level science | 30.2 | 87.1 | |
LiveCodeBench Competitive programming | 23.3 | 89.6 | |
AIME Competition math | 33.3 | - | - |
DeepSeek V3.2 Speciale significantly outperforms in coding benchmarks.
Cost vs Quality
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R1 Distill Llama 8B
Other models
Context & Performance
Context Window
R1 Distill Llama 8B
N/A
tokens
DeepSeek V3.2 Speciale
163,840
tokens
Speed Performance
| Metric | R1 Distill Llama 8B | DeepSeek V3.2 Speciale | Winner |
|---|---|---|---|
| Tokens/second | 0.0 tok/s | 0.0 tok/s | |
| Time to First Token | 0.00s | 0.00s |
Capabilities
Feature Comparison
| Feature | R1 Distill Llama 8B | 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 | R1 Distill Llama 8B | DeepSeek V3.2 Speciale |
|---|---|---|
| License | Proprietary | Open Source |
| Author | Deepseek | Deepseek |
| Released | Unknown | Dec 2025 |
R1 Distill Llama 8B Modalities
Input
Output
DeepSeek V3.2 Speciale Modalities
Input
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Output
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