Model Comparison
Qwen3 VL 32B Instruct
vs. Seed-OSS-36B-Instruct
Comparing 2 AI models · 0 benchmarks · Alibaba, ByteDance Seed
Recommended Pick
AlQwen3 VL 32B Instruct5 metric winsStrongest on: Input price, Blended price, Throughput
Best Value
Seed-OSS-36B-Instruct
100.0 value score
12.1 reasoning / $0.30/1M
Lowest Price
Qwen3 VL 32B Instruct
$0.16/1M input price
Best Reasoning
Seed-OSS-36B-Instruct
12.1 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
Qwen3 VL 32B Instruct is 1.3x cheaper on input tokens than Seed-OSS-36B-Instruct.
Speed gap
Qwen3 VL 32B Instruct generates about 1.6x as many tokens per second as Seed-OSS-36B-Instruct.
Reasoning gap
Seed-OSS-36B-Instruct leads Qwen3 VL 32B Instruct by 3.7 points on reasoning.
Top-pick rationale
Qwen3 VL 32B Instruct wins 5 measurable categories, including Input price, Blended price, Throughput, TTFT.
Response Face-Off
Run one prompt through the selected models and compare response quality with live speed and cost context.
Qwen3 VL 32B Instruct
Alibaba
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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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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Cost
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Which answer was more useful?
Secure AI Chat made in Europe
Use Claude, ChatGPT, Gemini alongside with EU-Hosted Models like Deepseek, Qwen & Kimi.
EU-hosted inference
Servers in Germany & Finland. Designed to meet strict GDPR and ISO 27001 compliance requirements.
Full Comparison
| Metric | Top Pick Al Qwen3 VL 32B Instruct | By Seed-OSS-36B-Instruct |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $0.16/1M | $0.21/1M |
| Output Cost | $0.64/1M | $0.57/1M |
| Blended (3:1) | $0.28/1M | $0.30/1M |
| Specifications | ||
| Organization | Alibaba | ByteDance Seed |
| Release Date | Oct 21, 2025 | Aug 20, 2025 |
| Performance & Speed | ||
| Throughput | 66.1 tok/s | 41.0 tok/s |
| TTFT | 2670ms | 2910ms |
| Latency | 2670ms | 51680ms |
| Composite Indices | ||
| Value Score | 74.4 | 100.0 |
| Reasoning Score | 8.4 | 12.1 |
| Intelligence | 8.4 | 12.1 |
Key Takeaways
Qwen3 VL 32B Instruct offers the best value at $0.16/1M,making it ideal for high-volume applications and cost-conscious projects.
Seed-OSS-36B-Instruct has the strongest reasoning profile with a 12.1 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 32B Instruct
- Cost-sensitive applications
- High-volume processing
Seed-OSS-36B-Instruct
- Complex reasoning tasks
- Research & analysis
