Model Comparison
Doubao Seed Code
vs. Llama 4 Scout
Comparing 2 AI models · 12 benchmarks · ByteDance Seed, Meta
Recommended Pick
By Doubao Seed Code 18 metric wins Strongest on: Input price, Output price, TTFT
Lowest Price
Doubao Seed Code
$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
Price gap
Doubao Seed Code is ∞x cheaper on input tokens than Llama 4 Scout.
Reasoning gap
Doubao Seed Code leads Llama 4 Scout by 25.3 points on reasoning.
Coding gap
Doubao Seed Code leads Llama 4 Scout by 24.6 points on coding.
Top-pick rationale
Doubao Seed Code wins 18 measurable categories, including Input price, Output price, TTFT, Latency.
Response Face-Off
Run one prompt through the selected models and compare response quality with live speed and cost context.
Doubao Seed Code
ByteDance Seed
TTFT
—
Time
—
tok/s
—
Tokens
—
Cost
—
Llama 4 Scout
Meta
TTFT
—
Time
—
tok/s
—
Tokens
—
Cost
—
Which answer was more useful?
Full Comparison
| Metric | Top Pick By Doubao Seed Code | Me Llama 4 Scout |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $0.00/1M | $0.17/1M |
| Output Cost | $0.00/1M | $0.66/1M |
| Blended (3:1) | — | $0.29/1M |
| Specifications | ||
| Organization | ByteDance Seed | Meta |
| Release Date | Nov 11, 2025 | Apr 5, 2025 |
| Performance & Speed | ||
| Throughput | — | 97.9 tok/s |
| TTFT | — | 629ms |
| Latency | — | 629ms |
| Composite Indices | ||
| Value Score | — | 100.0 |
| Reasoning Score | 56.4 | 31.0 |
| Intelligence | 33.5 | 13.5 |
| Coding | 31.3 | 6.7 |
| Math | 79.3 | 14.0 |
| Standard Benchmarks | ||
| GPQA | 76.4% | 58.7% |
| MMLU Pro | 85.4% | 75.2% |
| HLE | 13.3% | 4.3% |
| LiveCodeBench | 76.6% | 29.9% |
| MATH 500 | — | 84.4% |
| AIME 2025 | 79.3% | 14.0% |
| AIME (Original) | — | 28.3% |
| SciCode | 40.7% | 17.0% |
| LCR | 65.3% | 25.8% |
| IFBench | 51.4% | 39.5% |
| TAU-bench v2 | 58.2% | 15.5% |
| TerminalBench Hard | 26.5% | 1.5% |
Key Takeaways
Doubao Seed Code 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
Doubao Seed Code
- Cost-sensitive applications
- High-volume processing
- Complex reasoning tasks
- Research & analysis
- Code generation
- Software development
Llama 4 Scout
- General-purpose AI
- Versatile applications
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