Model Comparison

Qwen3 8B (Non-reasoning)
vs. Qwen3 8B (Reasoning)

Comparing 2 AI models · 0 benchmarks · Alibaba

Recommended Pick

Alibaba logoQwen3 8B (Non-reasoning)5 metric wins

Strongest on: Output price, Blended price, Throughput

Best Value

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Qwen3 8B (Reasoning)

100.0 value score

2.8 reasoning / $0.66/1M

Lowest Price

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Qwen3 8B (Non-reasoning)

$0.18/1M input price

Best Reasoning

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Qwen3 8B (Reasoning)

2.8 reasoning score

Blends available reasoning benchmarks

Best for Coding

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Qwen3 8B (Reasoning)

9.0 coding index

Differences That Matter

Best value

Qwen3 8B (Reasoning) has the strongest quality-to-price mix at 100.0 out of 100 value points.

Reasoning gap

Qwen3 8B (Reasoning) leads Qwen3 8B (Non-reasoning) by 1.8 points on reasoning.

Top-pick rationale

Qwen3 8B (Non-reasoning) wins 5 measurable categories, including Output price, Blended price, Throughput, TTFT.

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Response Face-Off

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Qwen3 8B (Non-reasoning)

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TTFT

Time

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Cost

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Qwen3 8B (Reasoning)

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TTFT

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Full Comparison

Metric
Top Pick
Alibaba logoQwen3 8B (Non-reasoning)
Alibaba
Alibaba logoQwen3 8B (Reasoning)
Alibaba
Pricing per 1M tokens
Input Cost$0.18/1M$0.18/1M
Output Cost$0.70/1M$2.10/1M
Blended (3:1)$0.31/1M$0.66/1M
Specifications
OrganizationAlibabaAlibaba
Release DateApr 28, 2025Apr 28, 2025
Performance & Speed
Throughput40.0 tok/s38.8 tok/s
TTFT3660ms3800ms
Latency3660ms55320ms
Composite Indices
Value Score76.0100.0
Reasoning Score1.02.8
Intelligence1.02.8
Coding9.0

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 (Reasoning) has the strongest reasoning profile with a 2.8 reasoning score,combining the available reasoning-heavy benchmarks.

Qwen3 8B (Reasoning) reaches a 9.0 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

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Qwen3 8B (Non-reasoning)

  • Cost-sensitive applications
  • High-volume processing
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Qwen3 8B (Reasoning)

  • Complex reasoning tasks
  • Research & analysis
  • Code generation
  • Software development