Model Comparison

Qwen3 30B A3B 2507 Instruct
vs. Qwen3 8B (Non-reasoning)

Comparing 2 AI models · 12 benchmarks · Alibaba

Recommended Pick

Alibaba logoQwen3 30B A3B 2507 Instruct18 metric wins

Strongest on: Value, Throughput, TTFT

Best Value

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Qwen3 30B A3B 2507 Instruct

100.0 value score

54.9 reasoning / $0.35/1M

Lowest Price

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Qwen3 8B (Non-reasoning)

$0.18/1M input price

Best Reasoning

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Qwen3 30B A3B 2507 Instruct

54.9 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 30B A3B 2507 Instruct has the strongest quality-to-price mix at 100.0 out of 100 value points.

Price gap

Qwen3 8B (Non-reasoning) is 1.1x cheaper on input tokens than Qwen3 30B A3B 2507 Instruct.

Speed gap

Qwen3 30B A3B 2507 Instruct generates about 2.5x as many tokens per second as Qwen3 8B (Non-reasoning).

Reasoning gap

Qwen3 30B A3B 2507 Instruct leads Qwen3 8B (Non-reasoning) by 25.1 points on reasoning.

Top-pick rationale

Qwen3 30B A3B 2507 Instruct wins 18 measurable categories, including Value, Throughput, TTFT, Latency.

Live compare

Response Face-Off

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

Alibaba logo

Qwen3 30B A3B 2507 Instruct

Alibaba

Waiting

TTFT

Time

tok/s

Tokens

Cost

Waiting
Alibaba logo

Qwen3 8B (Non-reasoning)

Alibaba

Waiting

TTFT

Time

tok/s

Tokens

Cost

Waiting

Which answer was more useful?

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Full Comparison

Metric
Top Pick
Alibaba logoQwen3 30B A3B 2507 Instruct
Alibaba
Alibaba logoQwen3 8B (Non-reasoning)
Alibaba
Pricing per 1M tokens
Input Cost$0.20/1M$0.18/1M
Output Cost$0.80/1M$0.70/1M
Blended (3:1)$0.35/1M$0.31/1M
Specifications
OrganizationAlibabaAlibaba
Release DateJul 29, 2025Apr 28, 2025
Performance & Speed
Throughput152.8 tok/s61.2 tok/s
TTFT971ms1407ms
Latency971ms1407ms
Composite Indices
Value Score100.061.3
Reasoning Score54.929.8
Intelligence9.15.1
Math66.324.3
Standard Benchmarks
GPQA65.9%45.2%
MMLU Pro77.7%64.3%
HLE6.8%2.8%
LiveCodeBench51.5%20.2%
MATH 50097.5%82.8%
AIME 202566.3%24.3%
AIME (Original)72.7%24.3%
SciCode30.4%16.8%
LCR22.7%0.0%
IFBench33.1%28.6%
TAU-bench v210.2%24.9%
TerminalBench Hard6.1%2.3%

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 30B A3B 2507 Instruct has the strongest reasoning profile with a 54.9 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 30B A3B 2507 Instruct

  • Complex reasoning tasks
  • Research & analysis
Alibaba logo

Qwen3 8B (Non-reasoning)

  • Cost-sensitive applications
  • High-volume processing