Back to leaderboard

gemma2:2b

OLLAMA GGUF

gemma2 · 2.6B · Q4_0

Good

Mar 2, 2026 · Apple M4

cogito:3b

OLLAMA GGUF

llama · 3.6B · Q4_K_M

Good

Mar 6, 2026 · Apple M4

Global Score
77 vs 67
Hardware Fit
100 vs 100
Quality Score
67 vs 53

Hardware

gemma2:2b cogito:3b
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced

Performance

gemma2:2b cogito:3b
Tokens/sec55.145.6
First chunkN/A177 ms
TTFT152 ms177 ms
Load time0.6 s0.8 s
Memory usage2.8 GB7.0 GB
Memory %9%22%

HW Fit Score Breakdown

gemma2:2b

Speed
40/50
TTFT
30/20
Memory
30/30

cogito:3b

Speed
50/50
TTFT
20/20
Memory
30/30

Quality

gemma2:2b

Reasoning
11/20
Coding
13/20
Instruction
14/20
Structured
15/15
Math
4/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Strong

cogito:3b

Reasoning
6/20
Coding
8/20
Instruction
13/20
Structured
15/15
Math
2/15
Multilingual
9/10
Reasoning: Weak Coding: Weak Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Strong
View gemma2:2b details | View cogito:3b details

Run yours and compare

$ npm install -g metrillm@latest
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest