Model Comparison
Qwen3 8B (Non-reasoning)
vs. Qwen3 VL 8B (Reasoning)
Comparing 2 AI models · 12 benchmarks · Alibaba
Recommended Pick
Al Qwen3 VL 8B (Reasoning) 14 metric wins Strongest on: Throughput, TTFT, Intelligence
Best Value
Qwen3 8B (Non-reasoning)
100.0 value score
30.6 reasoning / $0.18/1M
Lowest Price
Qwen3 8B (Non-reasoning)
$0.18/1M input price
Best Reasoning
Qwen3 8B (Non-reasoning)
30.6 reasoning score
Blends available reasoning benchmarks
Best for Coding
Qwen3 VL 8B (Reasoning)
9.8 coding index
Composite Indices
Higher is better; speed and price are normalized
Standard Benchmarks
Only benchmarks with data are shown
Differences That Matter
Best value
Qwen3 8B (Non-reasoning) has the strongest quality-to-price mix at 100.0 out of 100 value points.
Speed gap
Qwen3 VL 8B (Reasoning) generates about 2.1x as many tokens per second as Qwen3 8B (Non-reasoning).
Reasoning gap
Qwen3 8B (Non-reasoning) leads Qwen3 VL 8B (Reasoning) by 2.8 points on reasoning.
Coding gap
Qwen3 VL 8B (Reasoning) leads Qwen3 8B (Non-reasoning) by 2.7 points on coding.
Top-pick rationale
Qwen3 VL 8B (Reasoning) wins 14 measurable categories, including Throughput, TTFT, Intelligence, Coding.
Response Face-Off
Run one prompt through the selected models and compare response quality with live speed and cost context.
Qwen3 8B (Non-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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Qwen3 VL 8B (Reasoning)
Alibaba
TTFT
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Time
—
tok/s
—
Tokens
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Cost
—
Which answer was more useful?
Full Comparison
| Metric | Al Qwen3 8B (Non-reasoning) | Top Pick Al Qwen3 VL 8B (Reasoning) |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $0.18/1M | $0.18/1M |
| Output Cost | $0.20/1M | $2.10/1M |
| Blended (3:1) | $0.18/1M | $0.66/1M |
| Specifications | ||
| Organization | Alibaba | Alibaba |
| Release Date | Apr 28, 2025 | Oct 14, 2025 |
| Performance & Speed | ||
| Throughput | 64.5 tok/s | 134.2 tok/s |
| TTFT | 1303ms | 1069ms |
| Latency | 1303ms | 15967ms |
| Composite Indices | ||
| Value Score | 100.0 | 25.5 |
| Reasoning Score | 30.6 | 27.9 |
| Intelligence | 10.6 | 16.7 |
| Coding | 7.1 | 9.8 |
| Math | 24.3 | 30.7 |
| Standard Benchmarks | ||
| GPQA | 45.2% | 57.9% |
| MMLU Pro | 64.3% | 74.9% |
| HLE | 2.8% | 3.3% |
| LiveCodeBench | 20.2% | 35.3% |
| MATH 500 | 82.8% | — |
| AIME 2025 | 24.3% | 30.7% |
| AIME (Original) | 24.3% | — |
| SciCode | 16.8% | 21.9% |
| LCR | 0.0% | 31.0% |
| IFBench | 28.6% | 39.9% |
| TAU-bench v2 | 24.9% | 22.5% |
| TerminalBench Hard | 2.3% | 3.8% |
Key Takeaways
Qwen3 8B (Non-reasoning) offers the best value at $0.18/1M, making it ideal for high-volume applications and cost-conscious projects.
Qwen3 8B (Non-reasoning) has the strongest reasoning profile with a 30.6 reasoning score, combining the available reasoning-heavy benchmarks.
Qwen3 VL 8B (Reasoning) reaches a 9.8 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 8B (Non-reasoning)
- Cost-sensitive applications
- High-volume processing
- Complex reasoning tasks
- Research & analysis
Qwen3 VL 8B (Reasoning)
- Code generation
- Software development
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