gemma3n:latest
OLLAMA GGUFgemma3n · 6.9B · Q4_K_M
Mar 6, 2026 · AMD EPYC 9654P 96-Core Processor
starcoder2:7b
OLLAMA GGUFstarcoder2 · 7B · Q4_0
Mar 2, 2026 · Apple M4
Global Score
81 vs 35
Hardware Fit
100 vs 97
Quality Score
73 vs 8
Hardware
gemma3n:latest starcoder2:7b
MachineSupermicro AS -2015HS-TNRMacBook Air
CPUAMD EPYC 9654P 96-Core ProcessorApple M4
Cores6410
RAM128 GB32 GB
GPUGH100 [H100L 94GB], ASPEED Graphics Family, GH100 [H100L 94GB]Apple M4
OSUbuntu 24.04.3 LTSmacOS 26.3
Archx64arm64
Power Modeperformancebalanced
Performance
gemma3n:latest starcoder2:7b
Tokens/sec108.723.8
First chunk333 msN/A
TTFT333 ms251 ms
Load time4.5 s0.4 s
Memory usage8.6 GB6.3 GB
Memory %7%20%
HW Fit Score Breakdown
gemma3n:latest
Speed
50/50
TTFT
20/20
Memory
30/30
starcoder2:7b
Speed
37/50
TTFT
30/20
Memory
30/30
Quality
gemma3n:latest
Reasoning
14/20
Coding
14/20
Instruction
14/20
Structured
14/15
Math
7/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Weak 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$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest