starcoder2:7b
OLLAMA GGUFstarcoder2 · 7B · Q4_0
Mar 2, 2026 · Apple M4
nemotron3:33b
OLLAMA GGUFnemotron_h_omni · 33.0B · Q4_K_M
Jun 28, 2026 · AMD RYZEN AI MAX+ 395
Global Score
35 vs 96
Hardware Fit
97 vs 95
Quality Score
8 vs 97
Hardware
starcoder2:7b nemotron3:33b
MachineMacBook AirAZW GTR Pro
CPUApple M4AMD RYZEN AI MAX+ 395
Cores1032
RAM32 GB125 GB
GPUApple M4Radeon 8060S
OSmacOS 26.3Ubuntu 24.04.4 LTS
Archarm64x64
Power Modebalancedlow-power
Performance
starcoder2:7b nemotron3:33b
Tokens/sec23.862.7
First chunkN/A372 ms
TTFT251 ms1.0 s
Load time0.4 s13.1 s
Memory usage6.3 GB24.4 GB
Memory %20%20%
HW Fit Score Breakdown
starcoder2:7b
Speed
37/50
TTFT
30/20
Memory
30/30
nemotron3:33b
Speed
50/50
TTFT
15/20
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
nemotron3:33b
Reasoning
19/20
Coding
18/20
Instruction
20/20
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