Model Comparison
105B (high)
vs. Solar Pro 3
Comparing 2 AI models · 0 benchmarks · Sarvam, Upstage
Recommended Pick
Sa105B (high)4 metric winsStrongest on: Value, Input price, Output price
Best Value
105B (high)
100.0 value score
6.2 reasoning / $0.07/1M
Lowest Price
105B (high)
$0.04/1M input price
Best Reasoning
Solar Pro 3
8.5 reasoning score
Blends available reasoning benchmarks
Best for Coding
Solar Pro 3
16.2 coding index
Differences That Matter
Best value
105B (high) has the strongest quality-to-price mix at 100.0 out of 100 value points.
Price gap
105B (high) is 3.8x cheaper on input tokens than Solar Pro 3.
Reasoning gap
Solar Pro 3 leads 105B (high) by 2.3 points on reasoning.
Top-pick rationale
105B (high) wins 4 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.
105B (high)
Sarvam
TTFT
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Time
—
tok/s
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Tokens
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Cost
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Solar Pro 3
Upstage
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?
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OpenAI-compatible inference
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Full Comparison
| Metric | Top Pick Sa 105B (high) | Up Solar Pro 3 |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $0.04/1M | $0.15/1M |
| Output Cost | $0.17/1M | $0.60/1M |
| Blended (3:1) | $0.07/1M | $0.26/1M |
| Specifications | ||
| Organization | Sarvam | Upstage |
| Release Date | Mar 6, 2026 | Apr 6, 2026 |
| Performance & Speed | ||
| Throughput | — | 130.3 tok/s |
| TTFT | — | 2410ms |
| Latency | — | 17760ms |
| Composite Indices | ||
| Value Score | 100.0 | 37.9 |
| Reasoning Score | 6.2 | 8.5 |
| Intelligence | 6.2 | 8.5 |
| Coding | — | 16.2 |
Key Takeaways
105B (high) offers the best value at $0.04/1M,making it ideal for high-volume applications and cost-conscious projects.
Solar Pro 3 has the strongest reasoning profile with a 8.5 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
105B (high)
- Cost-sensitive applications
- High-volume processing
Solar Pro 3
- Complex reasoning tasks
- Research & analysis
- Code generation
- Software development
