Back to leaderboard

qwen2.5:7b

qwen2 · 7.6B · Q4_K_M

Good

Mar 1, 2026 · Apple M4

gemma3:12b

gemma3 · 12.2B · Q4_K_M

Good

Mar 1, 2026 · Apple M4

Global Score
74 vs 67
Hardware Fit
93 vs 79
Quality Score
61 vs 59

Hardware

qwen2.5:7b gemma3:12b
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedunknown

Performance

qwen2.5:7b gemma3:12b
Tokens/sec20.512.3
TTFT295 ms656 ms
Load time0.8 s5.5 s
Memory usage7.6 GB11.0 GB
Memory %24%34%

HW Fit Score Breakdown

qwen2.5:7b

Speed
33/40
TTFT
30/30
Memory
30/30

gemma3:12b

Speed
19/40
TTFT
30/30
Memory
30/30

Quality

qwen2.5:7b

Reasoning
14/20
Coding
0/20
Instruction
16/20
Structured
14/15
Math
8/15
Multilingual
9/10
Reasoning: Adequate Coding: Poor Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong

gemma3:12b

Reasoning
14/20
Coding
0/20
Instruction
13/20
Structured
15/15
Math
7/15
Multilingual
10/10
Reasoning: Adequate Coding: Poor Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running