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starcoder2:3b

OLLAMA GGUF

starcoder2 · 3B · Q4_0

Not Rec.

Mar 2, 2026 · Apple M4

nemotron-3.5-bolt:74b-a9b-iq2

OLLAMA GGUF

nemotron_h_moe · 74.0B · IQ2_XXS

Excellent

Oct 16, 2026 · AMD RYZEN AI MAX+ 395

Global Score
39 vs 90
Hardware Fit
100 vs 96
Quality Score
13 vs 87

Hardware

starcoder2:3b nemotron-3.5-bolt:…
MachineMacBook AirAZW GTR Pro
CPUApple M4AMD RYZEN AI MAX+ 395
Cores1032
RAM32 GB125 GB
GPUApple M4Radeon 8060S
OSmacOS 26.3Ubuntu 24.04.5 LTS
Archarm64x64
Power Modebalancedperformance

Performance

starcoder2:3b nemotron-3.5-bolt:…
Tokens/sec49.449.9
First chunkN/A370 ms
TTFT155 ms370 ms
Load time0.4 s7.6 s
Memory usage3.0 GB3.9 GB
Memory %9%3%

HW Fit Score Breakdown

starcoder2:3b

Speed
40/50
TTFT
30/20
Memory
30/30

nemotron-3.5-bolt:74b-a…

Speed
46/50
TTFT
20/20
Memory
30/30

Quality

starcoder2:3b

Reasoning
0/20
Coding
2/20
Instruction
5/20
Structured
2/15
Math
2/15
Multilingual
2/10
Reasoning: Poor Coding: Poor Instruction Following: Weak Structured Output: Poor Math: Poor Multilingual: Poor

nemotron-3.5-bolt:74b-a…

Reasoning
15/20
Coding
18/20
Instruction
16/20
Structured
15/15
Math
13/15
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
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest