Compare/Qwen2.5 Instruct 72B vs GPT-5.4 nano (Non-Reasoning)

Qwen2.5 Instruct 72BvsGPT-5.4 nano (Non-Reasoning)

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

Alibaba

Qwen2.5 Instruct 72B

Input
$0/M
Output
$0/M
Speed
56 tok/s
TTFT
1.05s
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
Qwen2.5 Instruct 72B
Faster (tok/s)
GPT-5.4 nano (Non-Reasoning)
Lower Latency
GPT-5.4 nano (Non-Reasoning)
Benchmarks (6-5)
Qwen2.5 Instruct 72B

Pricing Comparison

MetricQwen2.5 Instruct 72BGPT-5.4 nano (Non-Reasoning)
Input ($/M tokens)$0$0.2
Output ($/M tokens)$0$1.25
Cost for 1M input + 100K output tokens:
Qwen2.5 Instruct 72B$0.00
GPT-5.4 nano (Non-Reasoning)$0.33

Speed Comparison

Output Speed (tokens/s) — higher is better
Qwen2.5 Instruct 72B
56 tok/s
GPT-5.4 nano (Non-Reasoning)
177 tok/s
Time to First Token (seconds) — lower is better
Qwen2.5 Instruct 72B
1.05s
GPT-5.4 nano (Non-Reasoning)
0.47s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
15.624.4
Coding Index
11.927.9
Math Index
14.0
GPQA Diamond
49.1%55.8%
MMLU-Pro
72.0%
LiveCodeBench
27.6%
AIME 2025
14.0%
MATH-500
85.8%
Humanity's Last Exam
4.2%4.2%
SciCode
26.7%35.2%
IFBench
36.9%32.7%
TerminalBench
4.5%24.2%
Qwen2.5 Instruct 72B6 wins
5 winsGPT-5.4 nano (Non-Reasoning)

Frequently Asked Questions

Which is cheaper, Qwen2.5 Instruct 72B or GPT-5.4 nano (Non-Reasoning)?

Qwen2.5 Instruct 72B 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?

Qwen2.5 Instruct 72B wins 6 out of 12 benchmarks compared to 5 for GPT-5.4 nano (Non-Reasoning). 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 56 tok/s. However, GPT-5.4 nano (Non-Reasoning) has lower time-to-first-token (0.47s vs 1.05s).

When should I use Qwen2.5 Instruct 72B vs GPT-5.4 nano (Non-Reasoning)?

Choose based on your priorities: Qwen2.5 Instruct 72B for lower cost, Qwen2.5 Instruct 72B for stronger benchmark performance, and GPT-5.4 nano (Non-Reasoning) for faster generation. For latency-sensitive apps, check the TTFT comparison above.