Model Comparison
R1 Distill Llama 8B
vs. GPT-5.1 (Non-reasoning)
Comparing 2 AI models · 12 benchmarks · DeepSeek, OpenAI
Recommended Pick
Op GPT-5.1 (Non-reasoning) 9 metric wins Strongest on: Throughput, Intelligence, GPQA
Lowest Price
R1 Distill Llama 8B
$0.00/1M input price
Best Reasoning
R1 Distill Llama 8B
35.4 reasoning score
Blends available reasoning benchmarks
Best for Coding
GPT-5.1 (Non-reasoning)
27.3 coding index
Composite Indices
Higher is better; speed and price are normalized
Standard Benchmarks
Only benchmarks with data are shown
Differences That Matter
Price gap
R1 Distill Llama 8B is ∞x cheaper on input tokens than GPT-5.1 (Non-reasoning).
Reasoning gap
R1 Distill Llama 8B leads GPT-5.1 (Non-reasoning) by 0.8 points on reasoning.
Top-pick rationale
GPT-5.1 (Non-reasoning) wins 9 measurable categories, including Throughput, Intelligence, GPQA, MMLU Pro.
Response Face-Off
Run one prompt through the selected models and compare response quality with live speed and cost context.
R1 Distill Llama 8B
DeepSeek
TTFT
—
Time
—
tok/s
—
Tokens
—
Cost
—
GPT-5.1 (Non-reasoning)
OpenAI
TTFT
—
Time
—
tok/s
—
Tokens
—
Cost
—
Which answer was more useful?
Full Comparison
| Metric | De R1 Distill Llama 8B | Top Pick Op GPT-5.1 (Non-reasoning) |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $0.00/1M | $1.25/1M |
| Output Cost | $0.00/1M | $10.00/1M |
| Blended (3:1) | — | $3.44/1M |
| Specifications | ||
| Organization | DeepSeek | OpenAI |
| Release Date | Jan 20, 2025 | Nov 13, 2025 |
| Performance & Speed | ||
| Throughput | — | 97.8 tok/s |
| TTFT | — | 782ms |
| Latency | — | 782ms |
| Composite Indices | ||
| Value Score | — | 100.0 |
| Reasoning Score | 35.4 | 34.6 |
| Intelligence | 12.1 | 27.4 |
| Coding | — | 27.3 |
| Math | 41.3 | 38.0 |
| Standard Benchmarks | ||
| GPQA | 30.2% | 64.3% |
| MMLU Pro | 54.3% | 80.1% |
| HLE | 4.2% | 5.2% |
| LiveCodeBench | 23.3% | 49.4% |
| MATH 500 | 85.3% | — |
| AIME 2025 | 41.3% | 38.0% |
| AIME (Original) | 33.3% | — |
| SciCode | 11.9% | 36.5% |
| LCR | 0.0% | 44.0% |
| IFBench | 17.6% | 43.2% |
| TAU-bench v2 | — | 46.5% |
| TerminalBench Hard | — | 22.7% |
Key Takeaways
R1 Distill Llama 8B offers the best value at $0.00/1M, making it ideal for high-volume applications and cost-conscious projects.
R1 Distill Llama 8B has the strongest reasoning profile with a 35.4 reasoning score, combining the available reasoning-heavy benchmarks.
GPT-5.1 (Non-reasoning) reaches a 27.3 coding index, making it the top choice for software development and code generation tasks.
All models support context windows of ∞+ tokens, suitable for processing lengthy documents and maintaining extended conversations.
When to Choose Each Model
R1 Distill Llama 8B
- Cost-sensitive applications
- High-volume processing
- Complex reasoning tasks
- Research & analysis
GPT-5.1 (Non-reasoning)
- Code generation
- Software development
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