gemma4:26b
OLLAMA GGUFgemma4 · 25.8B · Q4_K_M
Apr 3, 2026 · Apple M4
cogito:8b
OLLAMA GGUFllama · 8.0B · Q4_K_M
Mar 6, 2026 · Apple M4
Global Score
85 vs 77
Hardware Fit
77 vs 92
Quality Score
89 vs 70
Hardware
gemma4:26b cogito:8b
MachineMac miniMacBook Air
CPUApple M4Apple M4
Cores1010
RAM24 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced
Performance
gemma4:26b cogito:8b
Tokens/sec24.521.0
First chunk1481 ms312 ms
TTFT1.5 s312 ms
Load time24.7 s0.8 s
Memory usage20.3 GB10.4 GB
Memory %85%33%
HW Fit Score Breakdown
gemma4:26b
Speed
49/50
TTFT
20/20
Memory
8/30
cogito:8b
Speed
42/50
TTFT
20/20
Memory
30/30
Quality
gemma4:26b
Reasoning
17/20
Coding
19/20
Instruction
17/20
Structured
14/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
cogito:8b
Reasoning
14/20
Coding
13/20
Instruction
13/20
Structured
15/15
Math
5/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong
Run yours and compare
$
npm install -g metrillm@latest$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest