Model Comparison
R1 Distill Qwen 14B
vs. Doubao Seed Code
Comparing 2 AI models · 12 benchmarks · DeepSeek, ByteDance Seed
Recommended Pick
By Doubao Seed Code 11 metric wins Strongest on: Reasoning, Intelligence, Math
Lowest Price
R1 Distill Qwen 14B
$0.00/1M input price
Best Reasoning
Doubao Seed Code
56.4 reasoning score
Blends available reasoning benchmarks
Best for Coding
Doubao Seed Code
31.3 coding index
Composite Indices
Higher is better; speed and price are normalized
Standard Benchmarks
Only benchmarks with data are shown
Differences That Matter
Reasoning gap
Doubao Seed Code leads R1 Distill Qwen 14B by 7.6 points on reasoning.
Top-pick rationale
Doubao Seed Code wins 11 measurable categories, including Reasoning, Intelligence, Math, GPQA.
Response Face-Off
Run one prompt through the selected models and compare response quality with live speed and cost context.
R1 Distill Qwen 14B
DeepSeek
TTFT
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Time
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tok/s
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Tokens
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Cost
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Doubao Seed Code
ByteDance Seed
TTFT
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Time
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tok/s
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Tokens
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Cost
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Which answer was more useful?
Full Comparison
| Metric | De R1 Distill Qwen 14B | Top Pick By Doubao Seed Code |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $0.00/1M | $0.00/1M |
| Output Cost | $0.00/1M | $0.00/1M |
| Specifications | ||
| Organization | DeepSeek | ByteDance Seed |
| Release Date | Jan 20, 2025 | Nov 11, 2025 |
| Performance & Speed | ||
| Throughput | — | — |
| TTFT | — | — |
| Latency | — | — |
| Composite Indices | ||
| Reasoning Score | 48.8 | 56.4 |
| Intelligence | 15.8 | 33.5 |
| Coding | — | 31.3 |
| Math | 55.7 | 79.3 |
| Standard Benchmarks | ||
| GPQA | 48.4% | 76.4% |
| MMLU Pro | 74.0% | 85.4% |
| HLE | 4.4% | 13.3% |
| LiveCodeBench | 37.6% | 76.6% |
| MATH 500 | 94.9% | — |
| AIME 2025 | 55.7% | 79.3% |
| AIME (Original) | 66.7% | — |
| SciCode | 23.9% | 40.7% |
| LCR | 7.0% | 65.3% |
| IFBench | 22.1% | 51.4% |
| TAU-bench v2 | — | 58.2% |
| TerminalBench Hard | — | 26.5% |
Key Takeaways
R1 Distill Qwen 14B offers the best value at $0.00/1M, making it ideal for high-volume applications and cost-conscious projects.
Doubao Seed Code has the strongest reasoning profile with a 56.4 reasoning score, combining the available reasoning-heavy benchmarks.
Doubao Seed Code reaches a 31.3 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 Qwen 14B
- Cost-sensitive applications
- High-volume processing
Doubao Seed Code
- Complex reasoning tasks
- Research & analysis
- Code generation
- Software development
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