llama3:latest

llama · 8.0B · Q4_0

Good

Mar 2, 2026 · Apple M4

qwen2.5-coder:7b

qwen2 · 7.6B · Q4_K_M

Excellent

Mar 2, 2026 · Apple M4

Global Score

74 vs 81

Hardware Fit

95 vs 95

Quality Score

60 vs 72

Hardware

llama3:latest qwen2.5-coder:7b

MachineMacBook AirMacBook Air

CPUApple M4Apple M4

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

llama3:latest qwen2.5-coder:7b

Tokens/sec22.322.1

TTFT295 ms285 ms

Load time0.8 s0.8 s

Memory usage5.6 GB7.6 GB

Memory %18%24%

HW Fit Score Breakdown

llama3:latest

Speed

35/40

TTFT

30/30

Memory

30/30

qwen2.5-coder:7b

Speed

35/40

TTFT

30/30

Memory

30/30

Quality

llama3:latest

Reasoning

9/20

Coding

9/20

Instruction

15/20

Structured

13/15

Math

4/15

Multilingual

10/10

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

qwen2.5-coder:7b

Reasoning

10/20

Coding

18/20

Instruction

13/20

Structured

13/15

Math

9/15

Multilingual

9/10

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

View llama3:latest details | View qwen2.5-coder:7b details

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running