Model Comparison
Qwen3 Coder Next
vs. Seed-OSS-36B-Instruct
Comparing 2 AI models · 0 benchmarks · Alibaba, ByteDance Seed
Recommended Pick
AlQwen3 Coder Next5 metric winsStrongest on: Throughput, TTFT, Latency
Best Value
Seed-OSS-36B-Instruct
100.0 value score
18.5 reasoning / $0.30/1M
Lowest Price
Seed-OSS-36B-Instruct
$0.21/1M input price
Best Reasoning
Qwen3 Coder Next
21.3 reasoning score
Blends available reasoning benchmarks
Best for Coding
Qwen3 Coder Next
36.2 coding index
Differences That Matter
Best value
Seed-OSS-36B-Instruct has the strongest quality-to-price mix at 100.0 out of 100 value points.
Price gap
Seed-OSS-36B-Instruct is 1.7x cheaper on input tokens than Qwen3 Coder Next.
Speed gap
Qwen3 Coder Next generates about 3.5x as many tokens per second as Seed-OSS-36B-Instruct.
Reasoning gap
Qwen3 Coder Next leads Seed-OSS-36B-Instruct by 2.8 points on reasoning.
Top-pick rationale
Qwen3 Coder Next wins 5 measurable categories, including Throughput, TTFT, Latency, Reasoning.
Response Face-Off
Run one prompt through the selected models and compare response quality with live speed and cost context.
Qwen3 Coder Next
Alibaba
TTFT
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tok/s
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Tokens
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Cost
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Seed-OSS-36B-Instruct
ByteDance Seed
TTFT
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Time
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tok/s
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Tokens
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Which answer was more useful?
Secure AI Chat made in Europe
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OpenAI-compatible inference
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Full Comparison
| Metric | Top Pick Al Qwen3 Coder Next | By Seed-OSS-36B-Instruct |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $0.35/1M | $0.21/1M |
| Output Cost | $1.20/1M | $0.57/1M |
| Blended (3:1) | $0.56/1M | $0.30/1M |
| Specifications | ||
| Organization | Alibaba | ByteDance Seed |
| Release Date | Feb 3, 2026 | Aug 20, 2025 |
| Performance & Speed | ||
| Throughput | 120.3 tok/s | 34.8 tok/s |
| TTFT | 1140ms | 2670ms |
| Latency | 1140ms | 60160ms |
| Composite Indices | ||
| Value Score | 61.4 | 100.0 |
| Reasoning Score | 21.3 | 18.5 |
| Intelligence | 21.3 | 18.5 |
| Coding | 36.2 | — |
Key Takeaways
Seed-OSS-36B-Instruct offers the best value at $0.21/1M,making it ideal for high-volume applications and cost-conscious projects.
Qwen3 Coder Next has the strongest reasoning profile with a 21.3 reasoning score,combining the available reasoning-heavy benchmarks.
Qwen3 Coder Next reaches a 36.2 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
Qwen3 Coder Next
- Complex reasoning tasks
- Research & analysis
- Code generation
- Software development
Seed-OSS-36B-Instruct
- Cost-sensitive applications
- High-volume processing
