Model Comparison
Qwen3 VL 8B (Reasoning)
vs. Solar Pro 4
Comparing 2 AI models · 0 benchmarks · Alibaba, Upstage
Recommended Pick
UpSolar Pro 46 metric winsStrongest on: Value, Output price, Blended price
Best Value
Solar Pro 4
100.0 value score
28.2 reasoning / $0.52/1M
Lowest Price
Qwen3 VL 8B (Reasoning)
$0.18/1M 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
Best value
Solar Pro 4 has the strongest quality-to-price mix at 100.0 out of 100 value points.
Price gap
Qwen3 VL 8B (Reasoning) is 1.7x cheaper on input tokens than Solar Pro 4.
Speed gap
Qwen3 VL 8B (Reasoning) generates about 1.4x as many tokens per second as Solar Pro 4.
Reasoning gap
Solar Pro 4 leads Qwen3 VL 8B (Reasoning) by 20.0 points on reasoning.
Top-pick rationale
Solar Pro 4 wins 6 measurable categories, including Value, Output price, Blended price, TTFT.
Response Face-Off
Run one prompt through the selected models and compare response quality with live speed and cost context.
Qwen3 VL 8B (Reasoning)
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 4
Upstage
TTFT
—
Time
—
tok/s
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Tokens
—
Cost
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Which answer was more useful?
Secure AI Chat made in Europe
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EU-hosted inference
Servers in Germany & Finland. Designed to meet strict GDPR and ISO 27001 compliance requirements.
Full Comparison
| Metric | Al Qwen3 VL 8B (Reasoning) | Top Pick Up Solar Pro 4 |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $0.18/1M | $0.30/1M |
| Output Cost | $2.10/1M | $1.20/1M |
| Blended (3:1) | $0.66/1M | $0.52/1M |
| Specifications | ||
| Organization | Alibaba | Upstage |
| Release Date | Oct 14, 2025 | Aug 6, 2026 |
| Performance & Speed | ||
| Throughput | 114.1 tok/s | 79.5 tok/s |
| TTFT | 2380ms | 2060ms |
| Latency | 19910ms | 27210ms |
| Composite Indices | ||
| Value Score | 23.1 | 100.0 |
| Reasoning Score | 8.2 | 28.2 |
| Intelligence | 8.2 | 28.2 |
| Coding | — | 52.7 |
Key Takeaways
Qwen3 VL 8B (Reasoning) offers the best value at $0.18/1M,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
Qwen3 VL 8B (Reasoning)
- Cost-sensitive applications
- High-volume processing
Solar Pro 4
- Complex reasoning tasks
- Research & analysis
- Code generation
- Software development
