qwen3.5:4b

qwen35 · 4.7B · Q4_K_M

Excellent

Mar 2, 2026 · Apple M4

starling-lm:7b

llama · 7B · Q4_0

Good

Mar 2, 2026 · Apple M4

Global Score

80 vs 63

Hardware Fit

88 vs 97

Quality Score

76 vs 49

Hardware

qwen3.5:4b starling-lm:7b

MachineMacBook AirMacBook Air

CPUApple M4Apple M4

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

qwen3.5:4b starling-lm:7b

Tokens/sec16.623.7

TTFT369 ms234 ms

Load time1.5 s0.4 s

Memory usage6.5 GB5.3 GB

Memory %20%17%

HW Fit Score Breakdown

qwen3.5:4b

Speed

28/40

TTFT

30/30

Memory

30/30

starling-lm:7b

Speed

37/40

TTFT

30/30

Memory

30/30

Quality

qwen3.5:4b

Reasoning

16/20

Coding

14/20

Instruction

15/20

Structured

15/15

Math

7/15

Multilingual

9/10

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

starling-lm:7b

Reasoning

11/20

Coding

13/20

Instruction

6/20

Structured

3/15

Math

8/15

Multilingual

8/10

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

View qwen3.5:4b details | View starling-lm:7b details

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running