neural-chat:7b

llama · 7B · Q4_0

Good

Mar 2, 2026 · Apple M4

qwen2.5:0.5b

qwen2 · 494.03M · Q4_K_M

Marginal

Mar 2, 2026 · Apple M4

Global Score

67 vs 57

Hardware Fit

96 vs 100

Quality Score

55 vs 39

Hardware

neural-chat:7b qwen2.5:0.5b

MachineMacBook AirMacBook Air

CPUApple M4Apple M4

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

neural-chat:7b qwen2.5:0.5b

Tokens/sec22.5165.0

TTFT242 ms81 ms

Load time0.4 s0.5 s

Memory usage4.5 GB1.7 GB

Memory %14%5%

HW Fit Score Breakdown

neural-chat:7b

Speed

36/40

TTFT

30/30

Memory

30/30

qwen2.5:0.5b

Speed

40/40

TTFT

30/30

Memory

30/30

Quality

neural-chat:7b

Reasoning

7/20

Coding

9/20

Instruction

12/20

Structured

12/15

Math

7/15

Multilingual

8/10

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

qwen2.5:0.5b

Reasoning

6/20

Coding

6/20

Instruction

7/20

Structured

11/15

Math

5/15

Multilingual

4/10

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

View neural-chat:7b details | View qwen2.5:0.5b details

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running