Model Comparison
M (Reasoning, based on Mistral Small 3.1)
vs. Solar Pro 4
Comparing 2 AI models · 0 benchmarks · Sarvam, Upstage
Recommended Pick
UpSolar Pro 42 metric winsStrongest on: Reasoning, Intelligence
Lowest Price
M (Reasoning, based on Mistral Small 3.1)
$0.00/1M input price
Best Reasoning
Solar Pro 4
28.2 reasoning score
Blends available reasoning benchmarks
Best for Coding
Solar Pro 4
52.7 coding index
Differences That Matter
Price gap
M (Reasoning, based on Mistral Small 3.1) is ∞x cheaper on input tokens than Solar Pro 4.
Reasoning gap
Solar Pro 4 leads M (Reasoning, based on Mistral Small 3.1) by 22.9 points on reasoning.
Top-pick rationale
Solar Pro 4 wins 2 measurable categories, including Reasoning, Intelligence.
Response Face-Off
Run one prompt through the selected models and compare response quality with live speed and cost context.
M (Reasoning, based on Mistral Small 3.1)
Sarvam
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 4
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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Full Comparison
| Metric | Sa M (Reasoning, based on Mistral Small 3.1) | Top Pick Up Solar Pro 4 |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $0.00/1M | $0.30/1M |
| Output Cost | $0.00/1M | $1.20/1M |
| Blended (3:1) | — | $0.52/1M |
| Specifications | ||
| Organization | Sarvam | Upstage |
| Release Date | May 23, 2025 | Aug 6, 2026 |
| Performance & Speed | ||
| Throughput | — | 79.5 tok/s |
| TTFT | — | 2060ms |
| Latency | — | 27210ms |
| Composite Indices | ||
| Value Score | — | 100.0 |
| Reasoning Score | 5.3 | 28.2 |
| Intelligence | 5.3 | 28.2 |
| Coding | — | 52.7 |
Key Takeaways
M (Reasoning, based on Mistral Small 3.1) offers the best value at $0.00/1M,making it ideal for high-volume applications and cost-conscious projects.
Solar Pro 4 has the strongest reasoning profile with a 28.2 reasoning score,combining the available reasoning-heavy benchmarks.
Solar Pro 4 reaches a 52.7 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
M (Reasoning, based on Mistral Small 3.1)
- Cost-sensitive applications
- High-volume processing
Solar Pro 4
- Complex reasoning tasks
- Research & analysis
- Code generation
- Software development
