Model Comparison
Qwen3 VL 32B Instruct
vs. Solar Pro 2 (Preview) (Reasoning)
Comparing 2 AI models · 12 benchmarks · Alibaba, Upstage
Recommended Pick
AlQwen3 VL 32B Instruct5 metric winsStrongest on: GPQA, MMLU Pro, HLE
Lowest Price
Solar Pro 2 (Preview) (Reasoning)
$0.00/1M input price
Best Reasoning
Solar Pro 2 (Preview) (Reasoning)
46.5 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 Pro 2 (Preview) (Reasoning) is ∞x cheaper on input tokens than Qwen3 VL 32B Instruct.
Reasoning gap
Solar Pro 2 (Preview) (Reasoning) leads Qwen3 VL 32B Instruct by 2.2 points on reasoning.
Top-pick rationale
Qwen3 VL 32B Instruct wins 5 measurable categories, including GPQA, MMLU Pro, HLE, LiveCodeBench.
Response Face-Off
Run one prompt through the selected models and compare response quality with live speed and cost context.
Qwen3 VL 32B Instruct
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 Pro 2 (Preview) (Reasoning)
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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EU-hosted inference
Servers in Germany & Finland. Designed to meet strict GDPR and ISO 27001 compliance requirements.
Full Comparison
| Metric | Top Pick Al Qwen3 VL 32B Instruct | Up Solar Pro 2 (Preview) (Reasoning) |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $0.70/1M | $0.00/1M |
| Output Cost | $2.80/1M | $0.00/1M |
| Blended (3:1) | $1.22/1M | — |
| Specifications | ||
| Organization | Alibaba | Upstage |
| Release Date | Oct 21, 2025 | May 20, 2025 |
| Performance & Speed | ||
| Throughput | — | — |
| TTFT | — | — |
| Latency | — | — |
| Composite Indices | ||
| Value Score | 100.0 | — |
| Reasoning Score | 44.3 | 46.5 |
| Intelligence | 11.0 | 12.5 |
| Math | 68.3 | — |
| Standard Benchmarks | ||
| GPQA | 67.1% | 57.8% |
| MMLU Pro | 79.1% | 76.8% |
| HLE | 6.8% | 6.1% |
| LiveCodeBench | 51.4% | 46.2% |
| MATH 500 | — | 90.0% |
| AIME 2025 | 68.3% | — |
| AIME (Original) | — | 66.3% |
| SciCode | 30.1% | 16.4% |
| LCR | 34.3% | — |
| IFBench | 39.2% | — |
| TAU-bench v2 | 29.2% | — |
| TerminalBench Hard | 8.3% | — |
Key Takeaways
Solar Pro 2 (Preview) (Reasoning) offers the best value at $0.00/1M,making it ideal for high-volume applications and cost-conscious projects.
Solar Pro 2 (Preview) (Reasoning) has the strongest reasoning profile with a 46.5 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
Qwen3 VL 32B Instruct
- General-purpose AI
- Versatile applications
Solar Pro 2 (Preview) (Reasoning)
- Cost-sensitive applications
- High-volume processing
- Complex reasoning tasks
- Research & analysis
