phi-1_5
LM-STUDIO GGUFphi2 · Q8_0
Mar 6, 2026 · Intel Core™ i5-5300U
gemma-4-31b-it-qat
LM-STUDIO GGUFgemma4 · 31B · Q4_K_XL
Jul 7, 2026 · AMD Ryzen 7 7800X3D 8-Core Processor
Global Score
28 vs 91
Hardware Fit
66 vs 89
Quality Score
11 vs 92
Hardware
phi-1_5 gemma-4-31b-it-qat
MachineLENOVO 20BUS00700ASUS
CPUIntel Core™ i5-5300UAMD Ryzen 7 7800X3D 8-Core Processor
Cores416
RAM16 GB31 GB
GPUIntel(R) HD Graphics 5500NVIDIA GeForce RTX 4090, Raphael
OSMicrosoft Windows 10 Professionnel 10.0.19045cachyos rolling
Archx64x64
Power Modebalancedlow-power
Performance
phi-1_5 gemma-4-31b-it-qat
Tokens/sec6.940.2
First chunk3040 ms3 ms
TTFT3.0 s302 ms
Load timeN/AN/A
Memory usage1.4 GB18.8 GB
Memory %9%62%
HW Fit Score Breakdown
phi-1_5
Speed
24/50
TTFT
16/20
Memory
26/30
gemma-4-31b-it-qat
Speed
50/50
TTFT
20/20
Memory
19/30
Quality
phi-1_5
Reasoning
2/20
Coding
2/20
Instruction
3/20
Structured
0/15
Math
2/15
Multilingual
2/10
Reasoning: Poor Coding: Poor Instruction Following: Poor Structured Output: Poor Math: Poor Multilingual: Poor
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$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest