Compare/Gemma 3n E4B Instruct vs Llama 3.1 Instruct 8B

Gemma 3n E4B InstructvsLlama 3.1 Instruct 8B

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

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Gemma 3n E4B Instruct

Input
$0.02/M
Output
$0.04/M
Speed
27 tok/s
TTFT
0.30s
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Llama 3.1 Instruct 8B

Input
$0.1/M
Output
$0.1/M
Speed
194 tok/s
TTFT
0.47s

Winner by Category

Cheaper
Gemma 3n E4B Instruct
Faster (tok/s)
Llama 3.1 Instruct 8B
Lower Latency
Gemma 3n E4B Instruct
Benchmarks (7-5)
Gemma 3n E4B Instruct

Pricing Comparison

MetricGemma 3n E4B InstructLlama 3.1 Instruct 8B
Input ($/M tokens)$0.02$0.1
Output ($/M tokens)$0.04$0.1
Cost for 1M input + 100K output tokens:
Gemma 3n E4B Instruct$0.02
Llama 3.1 Instruct 8B$0.11

Speed Comparison

Output Speed (tokens/s) — higher is better
Gemma 3n E4B Instruct
27 tok/s
Llama 3.1 Instruct 8B
194 tok/s
Time to First Token (seconds) — lower is better
Gemma 3n E4B Instruct
0.30s
Llama 3.1 Instruct 8B
0.47s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
6.411.8
Coding Index
4.24.9
Math Index
14.34.3
GPQA Diamond
29.6%25.9%
MMLU-Pro
48.8%47.6%
LiveCodeBench
14.6%11.6%
AIME 2025
14.3%4.3%
MATH-500
77.1%51.9%
Humanity's Last Exam
4.4%5.1%
SciCode
8.1%13.2%
IFBench
27.9%28.6%
TerminalBench
2.3%0.8%
Gemma 3n E4B Instruct7 wins
5 winsLlama 3.1 Instruct 8B

Frequently Asked Questions

Which is cheaper, Gemma 3n E4B Instruct or Llama 3.1 Instruct 8B?

Gemma 3n E4B Instruct is cheaper overall. Its blended price (3:1 input/output ratio) is $0.03/M tokens vs $0.10/M for Llama 3.1 Instruct 8B.

Which model performs better on benchmarks?

Gemma 3n E4B Instruct wins 7 out of 12 benchmarks compared to 5 for Llama 3.1 Instruct 8B. See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Llama 3.1 Instruct 8B generates tokens faster at 194 tok/s vs 27 tok/s. Gemma 3n E4B Instruct also has lower time-to-first-token (0.30s vs 0.47s).

When should I use Gemma 3n E4B Instruct vs Llama 3.1 Instruct 8B?

Choose based on your priorities: Gemma 3n E4B Instruct for lower cost, Gemma 3n E4B Instruct for stronger benchmark performance, and Llama 3.1 Instruct 8B for faster generation. For latency-sensitive apps, check the TTFT comparison above.