Model Comparison
105B (high)
vs. Solar Pro 2 (Reasoning)
Comparing 2 AI models · 12 benchmarks · Sarvam, Upstage
Recommended Pick
UpSolar Pro 2 (Reasoning)8 metric winsStrongest on: Input price, Output price, TTFT
Lowest Price
Solar Pro 2 (Reasoning)
$0.00/1M input price
Best Reasoning
Solar Pro 2 (Reasoning)
53.3 reasoning score
Blends available reasoning benchmarks
Composite Indices
Higher is better; speed and price are normalized
Standard Benchmarks
Only benchmarks with data are shown
Differences That Matter
Price gap
Solar Pro 2 (Reasoning) is ∞x cheaper on input tokens than 105B (high).
Reasoning gap
Solar Pro 2 (Reasoning) leads 105B (high) by 21.4 points on reasoning.
Top-pick rationale
Solar Pro 2 (Reasoning) wins 8 measurable categories, including Input price, Output price, TTFT, Latency.
Response Face-Off
Run one prompt through the selected models and compare response quality with live speed and cost context.
105B (high)
Sarvam
TTFT
—
Time
—
tok/s
—
Tokens
—
Cost
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Solar Pro 2 (Reasoning)
Upstage
TTFT
—
Time
—
tok/s
—
Tokens
—
Cost
—
Which answer was more useful?
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Full Comparison
| Metric | Sa 105B (high) | Top Pick Up Solar Pro 2 (Reasoning) |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $0.04/1M | $0.00/1M |
| Output Cost | $0.17/1M | $0.00/1M |
| Blended (3:1) | $0.07/1M | — |
| Specifications | ||
| Organization | Sarvam | Upstage |
| Release Date | Mar 6, 2026 | Jul 9, 2025 |
| Performance & Speed | ||
| Throughput | 126.7 tok/s | — |
| TTFT | 1173ms | — |
| Latency | 16961ms | — |
| Composite Indices | ||
| Value Score | 100.0 | — |
| Reasoning Score | 31.9 | 53.3 |
| Intelligence | 11.9 | 9.0 |
| Math | — | 61.3 |
| Standard Benchmarks | ||
| GPQA | 73.8% | 68.7% |
| MMLU Pro | — | 80.5% |
| HLE | 10.1% | 7.0% |
| LiveCodeBench | — | 61.6% |
| MATH 500 | — | 96.7% |
| AIME 2025 | — | 61.3% |
| AIME (Original) | — | 69.0% |
| SciCode | 26.4% | 30.2% |
| LCR | 0.0% | 0.0% |
| IFBench | 34.4% | 37.1% |
| TAU-bench v2 | 46.8% | 28.1% |
| TerminalBench Hard | 1.5% | 3.0% |
Key Takeaways
Solar Pro 2 (Reasoning) offers the best value at $0.00/1M,making it ideal for high-volume applications and cost-conscious projects.
Solar Pro 2 (Reasoning) has the strongest reasoning profile with a 53.3 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
105B (high)
- General-purpose AI
- Versatile applications
Solar Pro 2 (Reasoning)
- Cost-sensitive applications
- High-volume processing
- Complex reasoning tasks
- Research & analysis
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