Back to leaderboard

GPT-20B:20b

OLLAMA GGUF

gptoss · 20.9B · MXFP4

Good

Aug 19, 2026 · Intel Core™ Ultra X7 358H

lfm2:24b-a2b

OLLAMA GGUF

lfm2moe · 23.8B · Q4_K_M

Good

May 24, 2026 · Intel Gen Intel® Core™ i7-1355U

Global Score
79 vs 78
Hardware Fit
59 vs 67
Quality Score
88 vs 82

Hardware

GPT-20B:20b lfm2:24b-a2b
MachineGMKtec NucBox EVO-T2SDell Inc. Inspiron 15 3530
CPUIntel Core™ Ultra X7 358HIntel Gen Intel® Core™ i7-1355U
Cores1612
RAM64 GB31 GB
GPUIntel(R) Arc(TM) B390 GPURaptor Lake-P [Iris Xe Graphics]
OSMicrosoft Windows 11 Pro 10.0.26200cachyos rolling
Archx64x64
Power Modebalancedlow-power

Performance

GPT-20B:20b lfm2:24b-a2b
Tokens/sec19.311.5
First chunk2004 ms1727 ms
TTFT10.4 s1.7 s
Load time10.4 s6.8 s
Memory usage12.9 GB13.9 GB
Memory %20%45%

HW Fit Score Breakdown

GPT-20B:20b

Speed
26/50
TTFT
3/20
Memory
30/30

lfm2:24b-a2b

Speed
22/50
TTFT
19/20
Memory
26/30

Quality

GPT-20B:20b

Reasoning
19/20
Coding
18/20
Instruction
11/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong

lfm2:24b-a2b

Reasoning
13/20
Coding
17/20
Instruction
16/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Adequate 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