Model Comparison

o3-mini (high)
vs. Qwen3.5 4B (Non-reasoning)

Comparing 2 AI models · 11 benchmarks · OpenAI, Alibaba

Recommended Pick

Alibaba logoQwen3.5 4B (Non-reasoning)10 metric wins

Strongest on: Value, Input price, Output price

Best Value

Alibaba logo

Qwen3.5 4B (Non-reasoning)

100.0 value score

31.6 reasoning / $0.06/1M

Lowest Price

Alibaba logo

Qwen3.5 4B (Non-reasoning)

$0.03/1M input price

Best Reasoning

OpenAI logo

o3-mini (high)

57.9 reasoning score

Blends available reasoning benchmarks

Best for Coding

Alibaba logo

Qwen3.5 4B (Non-reasoning)

20.3 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

Qwen3.5 4B (Non-reasoning) has the strongest quality-to-price mix at 100.0 out of 100 value points.

Price gap

Qwen3.5 4B (Non-reasoning) is 36.7x cheaper on input tokens than o3-mini (high).

Speed gap

o3-mini (high) generates about 8.7x as many tokens per second as Qwen3.5 4B (Non-reasoning).

Reasoning gap

o3-mini (high) leads Qwen3.5 4B (Non-reasoning) by 26.4 points on reasoning.

Coding gap

Qwen3.5 4B (Non-reasoning) leads o3-mini (high) by 4.0 points on coding.

Live compare

Response Face-Off

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

OpenAI logo

o3-mini (high)

OpenAI

Waiting

TTFT

Time

tok/s

Tokens

Cost

Waiting
Alibaba logo

Qwen3.5 4B (Non-reasoning)

Alibaba

Waiting

TTFT

Time

tok/s

Tokens

Cost

Waiting

Which answer was more useful?

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Full Comparison

Metric
OpenAI logoo3-mini (high)
OpenAI
Top Pick
Alibaba logoQwen3.5 4B (Non-reasoning)
Alibaba
Pricing per 1M tokens
Input Cost$1.10/1M$0.03/1M
Output Cost$4.40/1M$0.15/1M
Blended (3:1)$1.93/1M$0.06/1M
Specifications
OrganizationOpenAIAlibaba
Release DateJan 31, 2025Mar 2, 2026
Performance & Speed
Throughput236.2 tok/s27.0 tok/s
TTFT16663ms430ms
Latency16663ms430ms
Composite Indices
Value Score5.7100.0
Reasoning Score57.931.6
Intelligence15.616.0
Coding16.320.3
Standard Benchmarks
GPQA77.3%71.2%
MMLU Pro80.2%
HLE12.3%7.5%
LiveCodeBench73.4%
MATH 50098.5%
AIME (Original)86.0%
SciCode39.8%18.3%
LCR39.3%28.3%
IFBench67.1%33.3%
TAU-bench v231.3%87.7%
TerminalBench Hard6.1%11.4%

Key Takeaways

Qwen3.5 4B (Non-reasoning) offers the best value at $0.03/1M,making it ideal for high-volume applications and cost-conscious projects.

o3-mini (high) has the strongest reasoning profile with a 57.9 reasoning score,combining the available reasoning-heavy benchmarks.

Qwen3.5 4B (Non-reasoning) reaches a 20.3 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

OpenAI logo

o3-mini (high)

  • Complex reasoning tasks
  • Research & analysis
Alibaba logo

Qwen3.5 4B (Non-reasoning)

  • Cost-sensitive applications
  • High-volume processing
  • Code generation
  • Software development