meta-llama-3.1-8b-instruct

llama · 8B · 4bit

Good

Mar 3, 2026 · Apple M4

llama2:13b

llama · 13B · Q4_0

Marginal

Mar 2, 2026 · Apple M4

Global Score

76 vs 56

Hardware Fit

95 vs 84

Quality Score

68 vs 44

Hardware

meta-llama-3.1-8b-… llama2:13b

MachineMacBook AirMacBook Air

CPUApple M4Apple M4

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

meta-llama-3.1-8b-… llama2:13b

Tokens/sec21.613.5

TTFT512 ms415 ms

Load time0.0 s0.6 s

Memory usage0.0 GB10.3 GB

Memory %0%32%

HW Fit Score Breakdown

meta-llama-3.1-8b-instr…

Speed

35/40

TTFT

30/30

Memory

30/30

llama2:13b

Speed

24/40

TTFT

30/30

Memory

30/30

Quality

meta-llama-3.1-8b-instr…

Reasoning

11/20

Coding

15/20

Instruction

14/20

Structured

14/15

Math

4/15

Multilingual

10/10

Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Strong

llama2:13b

Reasoning

9/20

Coding

3/20

Instruction

13/20

Structured

7/15

Math

3/15

Multilingual

9/10

Reasoning: Weak Coding: Poor Instruction Following: Adequate Structured Output: Weak Math: Poor Multilingual: Strong

View meta-llama-3.1-8b-… details | View llama2:13b details

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running