Model Comparison
QwQ 32B
vs. Solar Open 100B (Reasoning)
Comparing 2 AI models · 12 benchmarks · Alibaba, Upstage
Recommended Pick
UpSolar Open 100B (Reasoning)7 metric winsStrongest on: Input price, Output price, Intelligence
Lowest Price
Solar Open 100B (Reasoning)
$0.00/1M input price
Best Reasoning
QwQ 32B
44.5 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 Open 100B (Reasoning) is ∞x cheaper on input tokens than QwQ 32B.
Reasoning gap
QwQ 32B leads Solar Open 100B (Reasoning) by 14.1 points on reasoning.
Top-pick rationale
Solar Open 100B (Reasoning) wins 7 measurable categories, including Input price, Output price, Intelligence, GPQA.
Response Face-Off
Run one prompt through the selected models and compare response quality with live speed and cost context.
QwQ 32B
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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Solar Open 100B (Reasoning)
Upstage
TTFT
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Time
—
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 | Al QwQ 32B | Top Pick Up Solar Open 100B (Reasoning) |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $0.66/1M | $0.00/1M |
| Output Cost | $1.00/1M | $0.00/1M |
| Blended (3:1) | $0.74/1M | — |
| Specifications | ||
| Organization | Alibaba | Upstage |
| Release Date | Mar 5, 2025 | Dec 17, 2025 |
| Performance & Speed | ||
| Throughput | — | — |
| TTFT | — | — |
| Latency | — | — |
| Composite Indices | ||
| Value Score | 100.0 | — |
| Reasoning Score | 44.5 | 30.4 |
| Intelligence | 13.4 | 15.2 |
| Math | 29.0 | — |
| Standard Benchmarks | ||
| GPQA | 59.3% | 65.7% |
| MMLU Pro | 76.4% | — |
| HLE | 7.3% | 10.4% |
| LiveCodeBench | 63.1% | — |
| MATH 500 | 95.7% | — |
| AIME 2025 | 29.0% | — |
| AIME (Original) | 78.0% | — |
| SciCode | 35.8% | 26.9% |
| LCR | 26.3% | 37.0% |
| IFBench | 38.8% | 57.7% |
| TAU-bench v2 | — | 48.2% |
| TerminalBench Hard | — | 2.3% |
Key Takeaways
Solar Open 100B (Reasoning) offers the best value at $0.00/1M,making it ideal for high-volume applications and cost-conscious projects.
QwQ 32B has the strongest reasoning profile with a 44.5 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
QwQ 32B
- Complex reasoning tasks
- Research & analysis
Solar Open 100B (Reasoning)
- Cost-sensitive applications
- High-volume processing
