Which model wins when people vote blind?

Blind vote results from several public arenas, combined into one score per model, filtered to the models you can use on Kubeez today and ranked among themselves.

Text to video

Among models available on Kubeez · 16 models

Rank	Model	Score	Arenas	Votes	Guide
01	Seedance 2.5	1033	3	35,672
02	Wan 3.0	1011	3	14,084
03	Gemini Omni	1004	3	13,310
04	Seedance 2	1000	3	81,743
05	FLUX 3	991	3	11,588
06	Seedance 2 Mini	989	1	3,871
07	Grok Imagine Video 1.5	949	3	10,304
08	Kling 3.0 Omni	911	2	8,650
09	Kling 3.0	864	1	6,155
10	Grok Video	860	1	189,688
11	Wan 2.7	856	1	47,586
12	Veo 3.1	854	2	18,269
13	Veo 3.1 Fast	850	2	45,762
14	Veo 3.1 Lite	815	1	4,325
15	Kling 2.6	735	1	75,311
16	P-Video	725	1	7,336

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Image to video

Among models available on Kubeez · 16 models

Rank	Model	Score	Arenas	Votes	Guide
01	Seedance 2.5	1038	3	52,297
02	Seedance 2	1000	3	158,344
03	Wan 3.0	994	3	13,567
04	Seedance 2 Mini	989	1	3,871
05	Gemini Omni	967	3	13,836
06	FLUX 3	955	3	94,088
07	Wan 2.7	950	1	109,419
08	Grok Imagine Video 1.5	937	3	207,133
09	Grok Video	934	1	626,961
10	Kling 3.0 Omni	902	2	8,206
11	Kling 3.0	870	2	268,294
12	Veo 3.1	870	2	29,686
13	Veo 3.1 Fast	855	2	107,246
14	Kling 2.6	816	1	210,002
15	Veo 3.1 Lite	793	1	4,329
16	P-Video	762	1	24,486

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Video editing

Kubeez ranking of models that take a video as input · 7 models

Rank	Model	Guide
01	Seedance 2.5
02	Kling 4.0
03	Gemini Omni
04	Wan 3.0
05	Kling 3.0 Omni
06	Seedance 2
07	Seedance 2 Mini

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Text to image

Among models available on Kubeez · 16 models

Rank	Model	Score	Arenas	Votes	Guide
01	GPT Image 2.6	1177	1	2,967
02	GPT Image 2.5	1152	2	68,207
03	GPT Image 2	1086	3	121,829
04	Nano Banana 2.1	1075	2	11,677
05	Seedream 5.0 Pro	1015	3	123,573
06	GPT Image 1.5	1004	2	186,902
07	Nano Banana 2 Lite	1004	2	33,160
08	Nano Banana Pro	1000	3	103,945
09	Nano Banana 2	1000	2	18,341
10	Grok Image	921	2	298,956
11	Seedream V4.5	914	2	330,325
12	Flux 2	908	3	239,321
13	Seedream 5 Lite	904	2	151,196
14	Nano Banana	892	2	917,327
15	Z-Image	834	2	33,356
16	P Image	789	2	112,325

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Image editing

Among models available on Kubeez · 15 models

Rank	Model	Score	Arenas	Votes	Guide
01	GPT Image 2.5	1111	2	133,043
02	GPT Image 2.6	1091	1	3,833
03	Nano Banana 2.1	1042	2	20,071
04	GPT Image 2	1037	3	377,442
05	Seedream 5.0 Pro	1009	3	358,504
06	Nano Banana 2	1006	2	19,587
07	Nano Banana Pro	1000	3	559,026
08	GPT Image 1.5	995	2	718,372
09	Grok Image	954	2	850,633
10	Nano Banana 2 Lite	936	2	74,019
11	Seedream 5 Lite	931	2	527,541
12	Seedream V4.5	924	2	1,411,924
13	Flux 2	895	3	701,936
14	Nano Banana	890	2	11,495,458
15	P Image Edit	850	2	365,304

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Text to music

All ranked models, not only the ones on Kubeez · 19 models

Rank	Model	Score	Arenas	Votes	Guide
01	Suno V6On Kubeez	1000	2	5,271
02	Suno V6 MiniOn Kubeez	977	2	5,507
03	Mureka V9.5	946	2	5,438
04	Mureka V9	927	2	5,443
05	Lyria 3 Pro	918	2	5,520
06	Lyria 3.5	918	2	5,505
07	Stable Audio 3 Large	866	1	2,291
08	Eleven Music	864	2	5,459
09	Eleven Music v2.5	862	2	5,484
10	Eleven Music v2	860	2	5,557
11	MiniMax Music 3.0	854	2	5,605
12	MiniMax Music 2.6	854	2	5,492
13	MiniMax Music 2.5+	852	2	5,625
14	Stable Audio 3 Medium	848	1	2,241
15	Stable Audio 2.5	836	1	2,205
16	Melodia v3	829	2	5,521
17	Stable Audio 3 Small	798	1	2,222
18	Lyria 2	778	1	2,145
19	MusicGen	720	1	2,130

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Text to speech

Among the leading voice models, including the ones on Kubeez · 6 models

Rank	Model	Guide
01	Gemini 3.8 Flash TTS
02	ElevenLabs v3
03	Gemini 3.1 Flash TTS
04	Sonic 3.6
05	GPT-4o mini TTS
06	Seed Audio 1.0

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