Compare/Phi-3 Mini Instruct 3.8B vs GPT-5.4 nano (Non-Reasoning)

Phi-3 Mini Instruct 3.8BvsGPT-5.4 nano (Non-Reasoning)

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

Microsoft Azure

Phi-3 Mini Instruct 3.8B

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
Phi-3 Mini Instruct 3.8B
Faster (tok/s)
GPT-5.4 nano (Non-Reasoning)
Lower Latency
Phi-3 Mini Instruct 3.8B
Benchmarks (6-6)
Tie

Pricing Comparison

MetricPhi-3 Mini Instruct 3.8BGPT-5.4 nano (Non-Reasoning)
Input ($/M tokens)$0$0.2
Output ($/M tokens)$0$1.25
Cost for 1M input + 100K output tokens:
Phi-3 Mini Instruct 3.8B$0.00
GPT-5.4 nano (Non-Reasoning)$0.33

Speed Comparison

Output Speed (tokens/s) — higher is better
Phi-3 Mini Instruct 3.8B
GPT-5.4 nano (Non-Reasoning)
177 tok/s
Time to First Token (seconds) — lower is better
Phi-3 Mini Instruct 3.8B
GPT-5.4 nano (Non-Reasoning)
0.47s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
10.124.4
Coding Index
3.027.9
Math Index
0.3
GPQA Diamond
31.9%55.8%
MMLU-Pro
43.5%
LiveCodeBench
11.6%
AIME 2025
0.3%
MATH-500
45.7%
Humanity's Last Exam
4.4%4.2%
SciCode
9.0%35.2%
IFBench
23.9%32.7%
TerminalBench
0.0%24.2%
Phi-3 Mini Instruct 3.8B6 wins
6 winsGPT-5.4 nano (Non-Reasoning)

Frequently Asked Questions

Which is cheaper, Phi-3 Mini Instruct 3.8B or GPT-5.4 nano (Non-Reasoning)?

Phi-3 Mini Instruct 3.8B 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?

It's a tie — both models win 6 benchmarks each across 12 evaluated categories. 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. Phi-3 Mini Instruct 3.8B also has lower time-to-first-token (0.00s vs 0.47s).

When should I use Phi-3 Mini Instruct 3.8B vs GPT-5.4 nano (Non-Reasoning)?

Choose based on your priorities: Phi-3 Mini Instruct 3.8B for lower cost, both perform similarly on benchmarks, and GPT-5.4 nano (Non-Reasoning) for faster generation. For latency-sensitive apps, check the TTFT comparison above.