starcoder2:7b
OLLAMA GGUFstarcoder2 · 7B · Q4_0
Mar 2, 2026 · Apple M4
gemma4:latest
OLLAMA GGUFgemma4 · 8.0B · Q4_K_M
Jul 11, 2026 · AMD Ryzen 9 9950X 16-Core Processor
Global Score
35 vs 87
Hardware Fit
97 vs 75
Quality Score
8 vs 92
Hardware
starcoder2:7b gemma4:latest
MachineMacBook AirMicro-Star International Co., Ltd. MS-7E47
CPUApple M4AMD Ryzen 9 9950X 16-Core Processor
Cores1032
RAM32 GB125 GB
GPUApple M4AMD Radeon(TM) Graphics, NVIDIA GeForce RTX 4080 SUPER
OSmacOS 26.3Microsoft Windows 11 Pro 10.0.26100
Archarm64x64
Power Modebalancedbalanced
Performance
starcoder2:7b gemma4:latest
Tokens/sec23.842.4
First chunkN/A472 ms
TTFT251 ms3.8 s
Load time0.4 s0.3 s
Memory usage6.3 GB12.3 GB
Memory %20%10%
HW Fit Score Breakdown
starcoder2:7b
Speed
37/50
TTFT
30/20
Memory
30/30
gemma4:latest
Speed
40/50
TTFT
5/20
Memory
30/30
Quality
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
gemma4:latest
Reasoning
19/20
Coding
18/20
Instruction
15/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong 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