starling-lm:7b

llama · 7B · Q4_0

Good

Mar 2, 2026 · Apple M4

qwen3.5:0.8b

qwen35 · 873.44M · Q8_0

Good

Mar 2, 2026 · Apple M4

Global Score

63 vs 65

Hardware Fit

97 vs 99

Quality Score

49 vs 51

Hardware

starling-lm:7b qwen3.5:0.8b

MachineMacBook AirMacBook Air

CPUApple M4Apple M4

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

starling-lm:7b qwen3.5:0.8b

Tokens/sec23.748.2

TTFT234 ms195 ms

Load time0.4 s1.0 s

Memory usage5.3 GB2.5 GB

Memory %17%8%

HW Fit Score Breakdown

starling-lm:7b

Speed

37/40

TTFT

30/30

Memory

30/30

qwen3.5:0.8b

Speed

40/40

TTFT

30/30

Memory

29/30

Quality

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

qwen3.5:0.8b

Reasoning

9/20

Coding

6/20

Instruction

11/20

Structured

13/15

Math

5/15

Multilingual

7/10

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

View starling-lm:7b details | View qwen3.5:0.8b details

Run yours and compare

npx metrillm@latest bench

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