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gemma4:26b

OLLAMA GGUF

gemma4 · 25.8B · Q4_K_M

Excellent

Apr 3, 2026 · Apple M4

starcoder2:7b

OLLAMA GGUF

starcoder2 · 7B · Q4_0

Not Rec.

Mar 2, 2026 · Apple M4

Global Score
85 vs 35
Hardware Fit
77 vs 97
Quality Score
89 vs 8

Hardware

gemma4:26b starcoder2:7b
MachineMac miniMacBook Air
CPUApple M4Apple M4
Cores1010
RAM24 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced

Performance

gemma4:26b starcoder2:7b
Tokens/sec24.523.8
First chunk1481 msN/A
TTFT1.5 s251 ms
Load time24.7 s0.4 s
Memory usage20.3 GB6.3 GB
Memory %85%20%

HW Fit Score Breakdown

gemma4:26b

Speed
49/50
TTFT
20/20
Memory
8/30

starcoder2:7b

Speed
37/50
TTFT
30/20
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

starcoder2:7b

Reasoning
0/20
Coding
1/20
Instruction
4/20
Structured
2/15
Math
0/15
Multilingual
1/10
Reasoning: Poor Coding: Poor Instruction Following: Poor Structured Output: Poor Math: Poor Multilingual: Poor

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