Leaderboard

On-device LLM performance rankings powered by Glicko-2

How rankings work

Devices are ranked using the Glicko-2 rating system. Each model creates pairwise matchups between all devices that benchmarked it — the faster device wins. Scores combine token generation (60%) and prompt processing (40%).

Sorted by conservative rating (rating − 2 × RD), which penalizes high uncertainty. Devices need at least 3 unique models and 5 matches to appear.

Only standard config benchmarks (pp=512, tg=128) are included. Rankings are recomputed every 6 hours.

#	Device	Platform	Rating	TG Rating	PP Rating	Uncertainty (RD)	Matches
1	iPad Pro 11 inch 6th Gen	iOS	2,018	2,018	2,018	17.0	928
2	iPad Pro 12.9 inch 7th Gen	iOS	2,013	2,011	2,013	16.4	1,005
4	iPad Pro 11 inch 4th Gen	iOS	2,003	2,003	2,002	18.4	792
3	iPad Pro 11 inch 5th Gen	iOS	1,999	1,997	1,999	14.8	1,233
8	iPad Air 13 inch 6th Gen	iOS	1,995	2,000	1,995	24.8	436
7	iPad Air 11 inch 6th Gen	iOS	1,992	1,994	1,985	20.2	658
5	iPhone 17 Pro	iOS	1,992	1,990	1,990	15.3	1,143
14	iPad Air 11-inch 7th Gen	iOS	1,989	1,989	1,999	36.0	206
6	iPhone 17 Pro Max	iOS	1,987	1,988	1,990	16.6	979
11	iPhone 17 Air	iOS	1,972	1,972	1,961	21.3	590
10	iPhone 16 Pro	iOS	1,966	1,961	1,962	14.5	1,276
9	iPhone 16 Pro Max	iOS	1,966	1,949	1,966	13.1	1,568
15	iPad Air 5th Gen	iOS	1,964	1,952	1,971	24.4	449
13	iPad Pro 12.9 inch 5th Gen	iOS	1,960	1,953	1,975	20.7	628
12	iPhone 17	iOS	1,954	1,931	1,962	15.4	1,134
16	iPhone 16e	iOS	1,939	1,902	1,927	16.1	1,032
17	iPhone 16	iOS	1,931	1,924	1,928	13.9	1,391
18	iPhone 15 Pro Max	iOS	1,931	1,887	1,945	14.7	1,241
27	iPhone 16 Plus	iOS	1,930	1,934	1,934	32.3	256
19	iPhone 15 Plus	iOS	1,929	1,874	1,936	18.3	801
20	iPhone 14 Pro	iOS	1,925	1,909	1,919	16.3	1,007
21	iPhone 14 Pro Max	iOS	1,921	1,888	1,929	15.7	1,086
22	iPhone 15 Pro	iOS	1,916	1,883	1,929	15.6	1,102
23	POCO F7 Ultra	Android	1,906	1,917	1,846	16.8	952
29	iPhone 14	iOS	1,901	1,825	1,918	19.2	729
24	iPhone 13 Pro Max	iOS	1,901	1,786	1,930	14.5	1,284
25	Galaxy S25 Ultra	Android	1,897	1,942	1,832	13.1	1,577
26	Galaxy S25	Android	1,896	1,935	1,807	14.5	1,276
28	iPhone 13 Pro	iOS	1,895	1,801	1,915	15.7	1,096
34	iPad mini 7th Gen	iOS	1,892	1,892	1,892	31.1	276
31	iPhone 15	iOS	1,889	1,816	1,917	18.2	812
30	Galaxy S25+	Android	1,889	1,914	1,837	16.8	955
33	Galaxy S25 Edge	Android	1,883	1,885	1,875	26.4	386
39	iPad 11th Gen	iOS	1,879	1,829	1,883	34.2	228
32	OnePlus 13	Android	1,878	1,902	1,806	14.3	1,314
37	REDMAGIC 11 Pro+	Android	1,869	1,876	1,869	25.1	426
76	iPhone 13 Mini	iOS	1,864	1,834	1,864	88.8	32
36	iPhone 12 Pro Max	iOS	1,863	1,804	1,894	21.2	597
35	REDMAGIC 10 Pro	Android	1,860	1,887	1,825	15.6	1,099
43	ROG Phone 9 Pro	Android	1,857	1,890	1,820	37.4	191
79	iPad 10th Gen	iOS	1,855	1,823	1,887	91.5	30
38	OnePlus 15	Android	1,851	1,859	1,843	17.4	887
40	NX799J	Android	1,844	1,780	1,950	24.9	432
41	iQOO 13	Android	1,841	1,870	1,734	23.3	494
48	Find X8 Ultra	Android	1,841	1,867	1,788	36.9	196
45	Xiaomi 15 Pro	Android	1,827	1,847	1,764	26.0	397
50	ROG Phone 8 series	Android	1,821	1,862	1,705	28.5	329
47	nubia Z70 Ultra	Android	1,819	1,831	1,850	24.9	433
42	Galaxy Z Fold7	Android	1,815	1,802	1,820	14.5	1,287
44	Galaxy S24 Ultra	Android	1,808	1,834	1,730	13.4	1,506

1–50 of 269 rows

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Rankings computed using the Glicko-2 rating system. Lower RD indicates higher confidence in the rating.

Last updated: Mar 15, 2026, 10:23 AM