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phi4-mini:latest

OLLAMA GGUF

phi3 · 3.8B · Q4_K_M

Good

Nov 4, 2026 · Intel Core™ i7-9700

maternion/ling-3.0-tiny:8b

OLLAMA GGUF

bailingmoe3 · 7.9B · Q4_K_M

Good

Aug 24, 2026 · Apple M1 Pro

Global Score
75 vs 68
Hardware Fit
84 vs 98
Quality Score
71 vs 55

Hardware

phi4-mini:latest maternion/ling-3.0…
MachineVMware, Inc. VMware Virtual PlatformMacBook Pro
CPUIntel Core™ i7-9700Apple M1 Pro
Cores410
RAM16 GB16 GB
GPUIntegrated / UnknownApple M1 Pro
OSUbuntu 24.04.5 LTSmacOS 26.6.2
Archx64arm64
Power Modeunknownbalanced

Performance

phi4-mini:latest maternion/ling-3.0…
Tokens/sec10.873.6
First chunk643 ms190 ms
TTFT643 ms190 ms
Load time31.5 s2.9 s
Memory usage2.9 GB5.9 GB
Memory %19%37%

HW Fit Score Breakdown

phi4-mini:latest

Speed
34/50
TTFT
20/20
Memory
30/30

maternion/ling-3.0-tiny…

Speed
50/50
TTFT
20/20
Memory
28/30

Quality

phi4-mini:latest

Reasoning
13/20
Coding
14/20
Instruction
15/20
Structured
14/15
Math
6/15
Multilingual
9/10
Reasoning: Adequate Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Weak Multilingual: Strong

maternion/ling-3.0-tiny…

Reasoning
19/20
Coding
17/20
Instruction
3/20
Structured
0/15
Math
15/15
Multilingual
1/10
Reasoning: Strong Coding: Strong Instruction Following: Poor Structured Output: Poor Math: Strong 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