Back to leaderboard

phi4-mini:latest

OLLAMA GGUF

phi3 · 3.8B · Q4_K_M

Good

Nov 4, 2026 · Intel Core™ i7-9700

gemma-4-31b-it-qat

LM-STUDIO GGUF

gemma4 · 31B · Q4_K_XL

Excellent

Jul 7, 2026 · AMD Ryzen 7 7800X3D 8-Core Processor

Global Score
75 vs 91
Hardware Fit
84 vs 89
Quality Score
71 vs 92

Hardware

phi4-mini:latest gemma-4-31b-it-qat
MachineVMware, Inc. VMware Virtual PlatformASUS
CPUIntel Core™ i7-9700AMD Ryzen 7 7800X3D 8-Core Processor
Cores416
RAM16 GB31 GB
GPUIntegrated / UnknownNVIDIA GeForce RTX 4090, Raphael
OSUbuntu 24.04.5 LTScachyos rolling
Archx64x64
Power Modeunknownlow-power

Performance

phi4-mini:latest gemma-4-31b-it-qat
Tokens/sec10.840.2
First chunk643 ms3 ms
TTFT643 ms302 ms
Load time31.5 sN/A
Memory usage2.9 GB18.8 GB
Memory %19%62%

HW Fit Score Breakdown

phi4-mini:latest

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

gemma-4-31b-it-qat

Speed
50/50
TTFT
20/20
Memory
19/30

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

gemma-4-31b-it-qat

Reasoning
19/20
Coding
18/20
Instruction
17/20
Structured
15/15
Math
14/15
Multilingual
9/10
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