Model Comparison

Qwen3 14B (Non-reasoning)
vs. Qwen3 235B A22B (Reasoning)

Comparing 2 AI models · 12 benchmarks · Alibaba

Recommended Pick

Alibaba logoQwen3 235B A22B (Reasoning)14 metric wins

Strongest on: Throughput, Reasoning, Intelligence

Best Value

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Qwen3 14B (Non-reasoning)

100.0 value score

41.3 reasoning / $0.61/1M

Lowest Price

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Qwen3 14B (Non-reasoning)

$0.35/1M input price

Best Reasoning

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Qwen3 235B A22B (Reasoning)

62.3 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 14B (Non-reasoning) has the strongest quality-to-price mix at 100.0 out of 100 value points.

Price gap

Qwen3 14B (Non-reasoning) is 2.0x cheaper on input tokens than Qwen3 235B A22B (Reasoning).

Speed gap

Qwen3 235B A22B (Reasoning) generates about 1.1x as many tokens per second as Qwen3 14B (Non-reasoning).

Reasoning gap

Qwen3 235B A22B (Reasoning) leads Qwen3 14B (Non-reasoning) by 21.0 points on reasoning.

Top-pick rationale

Qwen3 235B A22B (Reasoning) 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 14B (Non-reasoning)

Alibaba

Waiting

TTFT

Time

tok/s

Tokens

Cost

Waiting
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Qwen3 235B A22B (Reasoning)

Alibaba

Waiting

TTFT

Time

tok/s

Tokens

Cost

Waiting

Which answer was more useful?

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Full Comparison

Metric
Alibaba logoQwen3 14B (Non-reasoning)
Alibaba
Top Pick
Alibaba logoQwen3 235B A22B (Reasoning)
Alibaba
Pricing per 1M tokens
Input Cost$0.35/1M$0.70/1M
Output Cost$1.40/1M$8.40/1M
Blended (3:1)$0.61/1M$2.63/1M
Specifications
OrganizationAlibabaAlibaba
Release DateApr 28, 2025Apr 28, 2025
Performance & Speed
Throughput63.5 tok/s67.0 tok/s
TTFT1006ms1220ms
Latency1006ms31090ms
Composite Indices
Value Score100.035.2
Reasoning Score41.362.3
Intelligence7.013.4
Math58.082.0
Standard Benchmarks
GPQA47.0%70.0%
MMLU Pro67.5%82.8%
HLE4.2%11.7%
LiveCodeBench28.0%62.2%
MATH 50087.1%93.0%
AIME 202558.0%82.0%
AIME (Original)28.0%84.0%
SciCode26.5%39.9%
LCR0.0%0.0%
IFBench23.9%38.7%
TAU-bench v232.2%24.0%
TerminalBench Hard5.3%6.1%

Key Takeaways

Qwen3 14B (Non-reasoning) offers the best value at $0.35/1M,making it ideal for high-volume applications and cost-conscious projects.

Qwen3 235B A22B (Reasoning) has the strongest reasoning profile with a 62.3 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 14B (Non-reasoning)

  • Cost-sensitive applications
  • High-volume processing
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Qwen3 235B A22B (Reasoning)

  • Complex reasoning tasks
  • Research & analysis