Model Comparison
Doubao Seed Code
vs. M2.5
Comparing 2 AI models · 10 benchmarks · ByteDance Seed, MiniMax
Recommended Pick
Mi M2.5 10 metric wins Strongest on: Throughput, Intelligence, Coding
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
M2.5
37.4 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 M2.5.
Reasoning gap
Doubao Seed Code leads M2.5 by 7.8 points on reasoning.
Coding gap
M2.5 leads Doubao Seed Code by 6.1 points on coding.
Top-pick rationale
M2.5 wins 10 measurable categories, including Throughput, Intelligence, Coding, GPQA.
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
—
M2.5
MiniMax
TTFT
—
Time
—
tok/s
—
Tokens
—
Cost
—
Which answer was more useful?
Full Comparison
| Metric | By Doubao Seed Code | Top Pick Mi M2.5 |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $0.00/1M | $0.30/1M |
| Output Cost | $0.00/1M | $1.20/1M |
| Blended (3:1) | — | $0.52/1M |
| Specifications | ||
| Organization | ByteDance Seed | MiniMax |
| Release Date | Nov 11, 2025 | Feb 12, 2026 |
| Performance & Speed | ||
| Throughput | — | 238.2 tok/s |
| TTFT | — | 3114ms |
| Latency | — | 11509ms |
| Composite Indices | ||
| Value Score | — | 100.0 |
| Reasoning Score | 56.4 | 48.6 |
| Intelligence | 33.5 | 41.9 |
| Coding | 31.3 | 37.4 |
| Math | 79.3 | — |
| Standard Benchmarks | ||
| GPQA | 76.4% | 84.8% |
| MMLU Pro | 85.4% | — |
| HLE | 13.3% | 19.1% |
| LiveCodeBench | 76.6% | — |
| AIME 2025 | 79.3% | — |
| SciCode | 40.7% | 42.6% |
| LCR | 65.3% | 66.0% |
| IFBench | 51.4% | 71.6% |
| TAU-bench v2 | 58.2% | 95.3% |
| TerminalBench Hard | 26.5% | 34.8% |
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.
M2.5 reaches a 37.4 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
M2.5
- Code generation
- Software development
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