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gemma2:9b

gemma2 · 9.2B · Q4_0

Good

Mar 2, 2026 · Apple M4

starling-lm:7b

llama · 7B · Q4_0

Good

Mar 2, 2026 · Apple M4

Global Score
76 vs 63
Hardware Fit
89 vs 97
Quality Score
71 vs 49

Hardware

gemma2:9b 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

gemma2:9b starling-lm:7b
Tokens/sec17.523.7
TTFT347 ms234 ms
Load time0.8 s0.4 s
Memory usage8.2 GB5.3 GB
Memory %26%17%

HW Fit Score Breakdown

gemma2:9b

Speed
29/40
TTFT
30/30
Memory
30/30

starling-lm:7b

Speed
37/40
TTFT
30/30
Memory
30/30

Quality

gemma2:9b

Reasoning
11/20
Coding
15/20
Instruction
13/20
Structured
15/15
Math
7/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate 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

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running