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phi4-mini:latest

OLLAMA GGUF

phi3 · 3.8B · Q4_K_M

Good

Nov 4, 2026 · Intel Core™ i7-9700

winnow-12b

LM-STUDIO GGUF

gemma4 · 12B · Q8_0

Good

Nov 1, 2026 · AMD RYZEN AI MAX+ 395

Global Score
75 vs 77
Hardware Fit
84 vs 38
Quality Score
71 vs 93

Hardware

phi4-mini:latest winnow-12b
MachineVMware, Inc. VMware Virtual PlatformGMKtec EVO-X3
CPUIntel Core™ i7-9700AMD RYZEN AI MAX+ 395
Cores432
RAM16 GB120 GB
GPUIntegrated / UnknownAMD Radeon(TM) 8060S Graphics
OSUbuntu 24.04.5 LTSMicrosoft Windows 11 Pro 10.0.26300
Archx64x64
Power Modeunknownbalanced

Performance

phi4-mini:latest winnow-12b
Tokens/sec10.812.9
First chunk643 ms19 ms
TTFT643 ms9.7 s
Load time31.5 s86.2 s
Memory usage2.9 GB51.3 GB
Memory %19%43%

HW Fit Score Breakdown

phi4-mini:latest

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

winnow-12b

Speed
11/50
TTFT
0/20
Memory
27/30

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

winnow-12b

Reasoning
19/20
Coding
19/20
Instruction
18/20
Structured
15/15
Math
12/15
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