Model Comparison

Qwen3 8B (Non-reasoning)
vs. Qwen3 Max Thinking (Preview)

Comparing 2 AI models · 12 benchmarks · Alibaba

Recommended Pick

Alibaba logoQwen3 Max Thinking (Preview)14 metric wins

Strongest on: Throughput, Reasoning, Intelligence

Best Value

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Qwen3 8B (Non-reasoning)

100.0 value score

29.8 reasoning / $0.31/1M

Lowest Price

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Qwen3 8B (Non-reasoning)

$0.18/1M input price

Best Reasoning

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Qwen3 Max Thinking (Preview)

55.8 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

Best value

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

Price gap

Qwen3 8B (Non-reasoning) is 6.7x cheaper on input tokens than Qwen3 Max Thinking (Preview).

Reasoning gap

Qwen3 Max Thinking (Preview) leads Qwen3 8B (Non-reasoning) by 26.0 points on reasoning.

Top-pick rationale

Qwen3 Max Thinking (Preview) wins 14 measurable categories, including Throughput, Reasoning, Intelligence, Math.

Live compare

Response Face-Off

Run one prompt through the selected models and compare response quality with live speed and cost context.

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Qwen3 8B (Non-reasoning)

Alibaba

Waiting

TTFT

Time

tok/s

Tokens

Cost

Waiting
Alibaba logo

Qwen3 Max Thinking (Preview)

Alibaba

Waiting

TTFT

Time

tok/s

Tokens

Cost

Waiting

Which answer was more useful?

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Full Comparison

Metric
Alibaba logoQwen3 8B (Non-reasoning)
Alibaba
Top Pick
Alibaba logoQwen3 Max Thinking (Preview)
Alibaba
Pricing per 1M tokens
Input Cost$0.18/1M$1.20/1M
Output Cost$0.70/1M$6.00/1M
Blended (3:1)$0.31/1M$2.40/1M
Specifications
OrganizationAlibabaAlibaba
Release DateApr 28, 2025Nov 3, 2025
Performance & Speed
Throughput60.6 tok/s61.5 tok/s
TTFT1356ms1770ms
Latency1356ms34268ms
Composite Indices
Value Score100.024.2
Reasoning Score29.855.8
Intelligence5.125.0
Math24.382.3
Standard Benchmarks
GPQA45.2%77.6%
MMLU Pro64.3%82.4%
HLE2.8%12.0%
LiveCodeBench20.2%53.5%
MATH 50082.8%
AIME 202524.3%82.3%
AIME (Original)24.3%
SciCode16.8%38.7%
LCR0.0%57.7%
IFBench28.6%53.8%
TAU-bench v224.9%83.6%
TerminalBench Hard2.3%17.4%

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 Max Thinking (Preview) has the strongest reasoning profile with a 55.8 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

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Qwen3 8B (Non-reasoning)

  • Cost-sensitive applications
  • High-volume processing
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Qwen3 Max Thinking (Preview)

  • Complex reasoning tasks
  • Research & analysis