Compare/Gemma 3 1B Instruct vs GPT-5.4 nano (Non-Reasoning)

Gemma 3 1B InstructvsGPT-5.4 nano (Non-Reasoning)

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

Google

Gemma 3 1B Instruct

Input
$0/M
Output
$0/M
Speed
47 tok/s
TTFT
0.57s
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
Gemma 3 1B Instruct
Faster (tok/s)
GPT-5.4 nano (Non-Reasoning)
Lower Latency
GPT-5.4 nano (Non-Reasoning)
Benchmarks (6-6)
Tie

Pricing Comparison

MetricGemma 3 1B 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:
Gemma 3 1B Instruct$0.00
GPT-5.4 nano (Non-Reasoning)$0.33

Speed Comparison

Output Speed (tokens/s) — higher is better
Gemma 3 1B Instruct
47 tok/s
GPT-5.4 nano (Non-Reasoning)
177 tok/s
Time to First Token (seconds) — lower is better
Gemma 3 1B Instruct
0.57s
GPT-5.4 nano (Non-Reasoning)
0.47s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
5.524.4
Coding Index
0.227.9
Math Index
3.3
GPQA Diamond
23.7%55.8%
MMLU-Pro
13.5%
LiveCodeBench
1.7%
AIME 2025
3.3%
MATH-500
48.4%
Humanity's Last Exam
5.2%4.2%
SciCode
0.7%35.2%
IFBench
19.9%32.7%
TerminalBench
0.0%24.2%
Gemma 3 1B Instruct6 wins
6 winsGPT-5.4 nano (Non-Reasoning)

Frequently Asked Questions

Which is cheaper, Gemma 3 1B Instruct or GPT-5.4 nano (Non-Reasoning)?

Gemma 3 1B 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?

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 47 tok/s. However, GPT-5.4 nano (Non-Reasoning) has lower time-to-first-token (0.47s vs 0.57s).

When should I use Gemma 3 1B Instruct vs GPT-5.4 nano (Non-Reasoning)?

Choose based on your priorities: Gemma 3 1B Instruct 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.