Leaderboard

On-device LLM performance rankings powered by Glicko-2

Galaxy S20 FE 5G

Android

Rank

#108

Rating

1,632

±34 RD

Win Rate

62.9%

Conservative Rating

1,565

TG Rating

1,650

PP Rating

1,411

Matches

237

Record

149W – 88L

Model	TG Median (tok/s)	PP Median (tok/s)	TG Best	PP Best	Runs
Qwen_Qwen3-0.6B-Q4_0	21.94	53.72	21.94	53.72	1
qwen2.5-0.5b-instruct-q4_k_m	21.55	63.05	21.55	63.05	1
google_gemma-3-1b-it-qat-Q4_0	14.49	57.63	14.49	57.63	1
llama-3.2-1b-instruct-uncensored.Q3_K_L	13.10	25.84	13.10	25.84	1
llama-3.2-1b-instruct-q8_0	10.47	36.75	12.03	37.07	2
DeepSeek-R1-Distill-Qwen-1.5B-IQ2_M	8.04	13.36	8.04	13.36	1
Qwen_Qwen3-1.7B-IQ2_M	7.00	10.63	7.00	10.63	1
Qwen_Qwen3-4B-Q2_K	4.74	6.69	4.74	6.69	1
Qwen_Qwen3-4B-IQ2_M	2.91	3.95	2.91	3.95	1

Opponent	Shared Models	W	L	Win Rate
Pixel 9 vs	3	3	0	100%
Nothing Phone (2a)vs	2	1	1	50%
Xiaomi 14 vs	2	0	2	0%
POCO F6 vs	2	0	2	0%
Xiaomi Pad 6 vs	2	1	1	50%
iPhone 15 Plus vs	2	0	2	0%
iPhone 16 Pro Max vs	2	0	2	0%
Galaxy S24 FE vs	2	0	2	0%
iPad Pro 11 inch 4th Gen vs	2	0	2	0%
iPhone 13 Pro Max vs	2	0	2	0%
P30 Pro vs	2	2	0	100%
OnePlus 7 vs	2	2	0	100%
iPhone 16 Pro vs	2	0	2	0%
iPhone 14 Pro vs	2	0	2	0%
Pixel 6 vs	2	2	0	100%
Pixel 7 Pro vs	2	2	0	100%
Galaxy S24+vs	2	0	2	0%
iPhone 15 Pro vs	2	0	2	0%
iPhone 14 vs	2	0	2	0%
iPhone 13 Mini vs	2	0	2	0%
Galaxy A52s 5G vs	2	1	1	50%
Galaxy A15 vs	2	2	0	100%
iPhone 15 Pro Max vs	2	0	2	0%
ZenFone 7 / 7 Pro (ZS670KS/ZS671KS)vs	2	1	1	50%
iPhone 14 Pro Max vs	2	0	2	0%
iPhone 13 Pro vs	2	0	2	0%

Model

ImprovedRegressed