Model Comparison
Qwen3 VL 235B A22B Instruct
vs. Seed-OSS-36B-Instruct
Comparing 2 AI models · 0 benchmarks · Alibaba, ByteDance Seed
Recommended Pick
BySeed-OSS-36B-Instruct7 metric winsStrongest on: Value, Input price, Output price
Best Value
Seed-OSS-36B-Instruct
100.0 value score
12.2 reasoning / $0.30/1M
Lowest Price
Seed-OSS-36B-Instruct
$0.21/1M input price
Best Reasoning
Seed-OSS-36B-Instruct
12.2 reasoning score
Blends available reasoning benchmarks
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 1.9x cheaper on input tokens than Qwen3 VL 235B A22B Instruct.
Speed gap
Qwen3 VL 235B A22B Instruct generates about 1.5x as many tokens per second as Seed-OSS-36B-Instruct.
Reasoning gap
Seed-OSS-36B-Instruct leads Qwen3 VL 235B A22B Instruct by 3.8 points on reasoning.
Top-pick rationale
Seed-OSS-36B-Instruct wins 7 measurable categories, including Value, Input price, Output price, Blended price.
Response Face-Off
Run one prompt through the selected models and compare response quality with live speed and cost context.
Qwen3 VL 235B A22B Instruct
Alibaba
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Seed-OSS-36B-Instruct
ByteDance Seed
TTFT
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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 | Al Qwen3 VL 235B A22B Instruct | Top Pick By Seed-OSS-36B-Instruct |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $0.40/1M | $0.21/1M |
| Output Cost | $1.60/1M | $0.57/1M |
| Blended (3:1) | $0.70/1M | $0.30/1M |
| Specifications | ||
| Organization | Alibaba | ByteDance Seed |
| Release Date | Sep 23, 2025 | Aug 20, 2025 |
| Performance & Speed | ||
| Throughput | 51.2 tok/s | 34.8 tok/s |
| TTFT | 2700ms | 2660ms |
| Latency | 2700ms | 60190ms |
| Composite Indices | ||
| Value Score | 29.5 | 100.0 |
| Reasoning Score | 8.4 | 12.2 |
| Intelligence | 8.4 | 12.2 |
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.
Seed-OSS-36B-Instruct has the strongest reasoning profile with a 12.2 reasoning score,combining the available reasoning-heavy benchmarks.
All models support context windows of ∞+ tokens,suitable for processing lengthy documents and maintaining extended conversations.
When to Choose Each Model
Qwen3 VL 235B A22B Instruct
- General-purpose AI
- Versatile applications
Seed-OSS-36B-Instruct
- Cost-sensitive applications
- High-volume processing
- Complex reasoning tasks
- Research & analysis
