Model Comparison
Seed-OSS-36B-Instruct
vs. Solar Pro 3
Comparing 2 AI models · 0 benchmarks · ByteDance Seed, Upstage
Recommended Pick
UpSolar Pro 35 metric winsStrongest on: Input price, Blended price, Throughput
Best Value
Seed-OSS-36B-Instruct
100.0 value score
12.2 reasoning / $0.30/1M
Lowest Price
Solar Pro 3
$0.15/1M input price
Best Reasoning
Seed-OSS-36B-Instruct
12.2 reasoning score
Blends available reasoning benchmarks
Best for Coding
Solar Pro 3
16.2 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
Solar Pro 3 is 1.4x cheaper on input tokens than Seed-OSS-36B-Instruct.
Speed gap
Solar Pro 3 generates about 3.8x as many tokens per second as Seed-OSS-36B-Instruct.
Reasoning gap
Seed-OSS-36B-Instruct leads Solar Pro 3 by 3.7 points on reasoning.
Top-pick rationale
Solar Pro 3 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.
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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Solar Pro 3
Upstage
TTFT
—
Time
—
tok/s
—
Tokens
—
Cost
—
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 | By Seed-OSS-36B-Instruct | Top Pick Up Solar Pro 3 |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $0.21/1M | $0.15/1M |
| Output Cost | $0.57/1M | $0.60/1M |
| Blended (3:1) | $0.30/1M | $0.26/1M |
| Specifications | ||
| Organization | ByteDance Seed | Upstage |
| Release Date | Aug 20, 2025 | Apr 6, 2026 |
| Performance & Speed | ||
| Throughput | 34.1 tok/s | 130.3 tok/s |
| TTFT | 2660ms | 2410ms |
| Latency | 61330ms | 17760ms |
| Composite Indices | ||
| Value Score | 100.0 | 79.6 |
| Reasoning Score | 12.2 | 8.5 |
| Intelligence | 12.2 | 8.5 |
| Coding | — | 16.2 |
Key Takeaways
Solar Pro 3 offers the best value at $0.15/1M,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.
Solar Pro 3 reaches a 16.2 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
Seed-OSS-36B-Instruct
- Complex reasoning tasks
- Research & analysis
Solar Pro 3
- Cost-sensitive applications
- High-volume processing
- Code generation
- Software development
