qwen2.5-coder:7b

qwen2 · 7.6B · Q4_K_M

Good

Mar 2, 2026 · Apple M4

llama2:7b

llama · 7B · Q4_0

Marginal

Mar 2, 2026 · Apple M4

Global Score

79 vs 55

Hardware Fit

95 vs 99

Quality Score

72 vs 36

Hardware

qwen2.5-coder:7b llama2:7b

MachineMacBook AirMacBook Air

CPUApple M4Apple M4

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

qwen2.5-coder:7b llama2:7b

Tokens/sec22.125.1

TTFT285 ms228 ms

Load time0.8 s0.4 s

Memory usage7.6 GB5.8 GB

Memory %24%18%

HW Fit Score Breakdown

qwen2.5-coder:7b

Speed

35/40

TTFT

30/30

Memory

30/30

llama2:7b

Speed

39/40

TTFT

30/30

Memory

30/30

Quality

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

llama2:7b

Reasoning

4/20

Coding

3/20

Instruction

13/20

Structured

8/15

Math

1/15

Multilingual

7/10

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

View qwen2.5-coder:7b details | View llama2:7b details

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running