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phi4-mini:latest

OLLAMA GGUF

phi3 · 3.8B · Q4_K_M

Good

Nov 4, 2026 · Intel Core™ i7-9700

google/gemma-4-12b-it-qat

LM-STUDIO GGUF

gemma4 · 12B · Q4_0

Good

Jun 29, 2026 · Intel Gen Intel® Core™ i9-11900H

Global Score
75 vs 74
Hardware Fit
84 vs 46
Quality Score
71 vs 86

Hardware

phi4-mini:latest google/gemma-4-12b…
MachineVMware, Inc. VMware Virtual PlatformDocker Container
CPUIntel Core™ i7-9700Intel Gen Intel® Core™ i9-11900H
Cores416
RAM16 GB15 GB
GPUIntegrated / UnknownTigerLake-H GT1 [UHD Graphics]
OSUbuntu 24.04.5 LTSUbuntu 26.04 LTS
Archx64x64
Power Modeunknownperformance

Performance

phi4-mini:latest google/gemma-4-12b…
Tokens/sec10.85.0
First chunk643 ms64 ms
TTFT643 ms5.5 s
Load time31.5 s9.5 s
Memory usage2.9 GB0.0 GB
Memory %19%0%

HW Fit Score Breakdown

phi4-mini:latest

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

google/gemma-4-12b-it-qat

Speed
9/50
TTFT
7/20
Memory
30/30

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

google/gemma-4-12b-it-qat

Reasoning
16/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
11/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate 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