Compare/Qwen3 VL 4B Instruct vs GPT-5.4 nano (Non-Reasoning)

Qwen3 VL 4B InstructvsGPT-5.4 nano (Non-Reasoning)

Side-by-side comparison of pricing, 12 benchmarks, and generation speed.

Alibaba

Qwen3 VL 4B Instruct

Input
$0/M
Output
$0/M
Speed
TTFT
OpenAI

GPT-5.4 nano (Non-Reasoning)

Input
$0.2/M
Output
$1.25/M
Speed
177 tok/s
TTFT
0.47s

Winner by Category

Cheaper
Qwen3 VL 4B Instruct
Faster (tok/s)
GPT-5.4 nano (Non-Reasoning)
Lower Latency
Qwen3 VL 4B Instruct
Benchmarks (4-7)
GPT-5.4 nano (Non-Reasoning)

Pricing Comparison

MetricQwen3 VL 4B InstructGPT-5.4 nano (Non-Reasoning)
Input ($/M tokens)$0$0.2
Output ($/M tokens)$0$1.25
Cost for 1M input + 100K output tokens:
Qwen3 VL 4B Instruct$0.00
GPT-5.4 nano (Non-Reasoning)$0.33

Speed Comparison

Output Speed (tokens/s) — higher is better
Qwen3 VL 4B Instruct
GPT-5.4 nano (Non-Reasoning)
177 tok/s
Time to First Token (seconds) — lower is better
Qwen3 VL 4B Instruct
GPT-5.4 nano (Non-Reasoning)
0.47s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
9.624.4
Coding Index
4.527.9
Math Index
37.0
GPQA Diamond
37.1%55.8%
MMLU-Pro
63.4%
LiveCodeBench
29.0%
AIME 2025
37.0%
MATH-500
Humanity's Last Exam
3.7%4.2%
SciCode
13.7%35.2%
IFBench
31.8%32.7%
TerminalBench
0.0%24.2%
Qwen3 VL 4B Instruct4 wins
7 winsGPT-5.4 nano (Non-Reasoning)

Frequently Asked Questions

Which is cheaper, Qwen3 VL 4B Instruct or GPT-5.4 nano (Non-Reasoning)?

Qwen3 VL 4B Instruct is cheaper overall. Its blended price (3:1 input/output ratio) is $0.00/M tokens vs $0.46/M for GPT-5.4 nano (Non-Reasoning).

Which model performs better on benchmarks?

GPT-5.4 nano (Non-Reasoning) wins 7 out of 12 benchmarks compared to 4 for Qwen3 VL 4B Instruct. See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

GPT-5.4 nano (Non-Reasoning) generates tokens faster at 177 tok/s vs 0 tok/s. Qwen3 VL 4B Instruct also has lower time-to-first-token (0.00s vs 0.47s).

When should I use Qwen3 VL 4B Instruct vs GPT-5.4 nano (Non-Reasoning)?

Choose based on your priorities: Qwen3 VL 4B Instruct for lower cost, GPT-5.4 nano (Non-Reasoning) for stronger benchmark performance, and GPT-5.4 nano (Non-Reasoning) for faster generation. For latency-sensitive apps, check the TTFT comparison above.