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 · 18 models

Rank	Model	Score	Arenas	Votes	Guide
01	Seedance 2.5	1038	2	11,832
02	Gemini Omni	1015	3	20,797
03	Wan 3.0	1006	3	12,432
04	Seedance 2	1000	3	80,527
05	Seedance 2 Mini	989	1	3,871
06	FLUX 3	986	2	5,217
07	Grok Imagine Video 1.5	919	1	3,841
08	Kling 3.0 Omni	904	2	11,108
09	Kling 3.0	885	1	18,305
10	Veo 3.1	882	2	21,270
11	Veo 3.1 Fast	879	2	55,923
12	Wan 2.7	873	2	32,482
13	Veo 3.1 Lite	873	1	5,167
14	Grok Video	859	2	180,603
15	Seedance 1.5 Pro	784	2	86,376
16	Wan 2.5	766	1	36,378
17	Kling 2.6	750	2	79,646
18	P-Video	728	1	7,079

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Image to video

Among models available on Kubeez · 19 models

Rank	Model	Score	Arenas	Votes	Guide
01	Seedance 2.5	1041	2	19,560
02	Seedance 2	1000	3	139,088
03	Gemini Omni	1000	3	17,654
04	Wan 3.0	999	3	15,026
05	Seedance 2 Mini	989	1	3,871
06	FLUX 3	966	2	40,957
07	Grok Imagine Video 1.5	942	3	146,161
08	Wan 2.7	928	2	89,781
09	Grok Video	920	2	567,878
10	Veo 3.1	916	2	31,854
11	Kling 3.0 Omni	903	2	9,845
12	Veo 3.1 Fast	900	2	112,766
13	Veo 3.1 Lite	895	1	4,880
14	Kling 3.0	880	2	219,641
15	Wan 2.5	846	1	16,907
16	Seedance 1.5 Pro	829	2	254,439
17	Kling 2.6	818	2	208,318
18	Kling 2.5 Turbo	801	1	3,795
19	P-Video	769	1	23,364

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Video editing

Kubeez ranking of models that take a video as input · 6 models

Rank	Model	Guide
01	Seedance 2.5
02	Gemini Omni
03	Wan 3.0
04	Kling 3.0 Omni
05	Seedance 2
06	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 2.5	1143	2	22,302
02	GPT Image 2	1086	3	100,041
03	Seedream 5.0 Pro	1015	3	91,579
04	GPT Image 1.5	1004	2	170,394
05	Nano Banana 2 Lite	1004	2	32,458
06	Nano Banana Pro	1000	3	100,935
07	Nano Banana 2	999	2	19,637
08	Grok Image	930	2	251,019
09	Seedream V4	918	2	18,031
10	Seedream V4.5	917	2	275,397
11	Flux 2	914	3	206,441
12	Seedream 5 Lite	907	2	119,887
13	Imagen 4	906	2	390,765
14	Nano Banana	902	2	859,954
15	Z-Image	846	2	30,805
16	P Image	792	2	108,088

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Image editing

Among models available on Kubeez · 14 models

Rank	Model	Score	Arenas	Votes	Guide
01	GPT Image 2.5	1112	2	46,448
02	GPT Image 2	1037	3	275,419
03	Seedream 5.0 Pro	1007	3	241,543
04	Nano Banana 2	1003	2	17,158
05	Nano Banana Pro	1000	3	534,647
06	GPT Image 1.5	996	2	601,882
07	Grok Image	957	2	668,892
08	Nano Banana 2 Lite	937	2	65,368
09	Seedream 5 Lite	934	2	404,255
10	Seedream V4.5	928	2	1,156,246
11	Seedream V4	902	2	219,020
12	Nano Banana	898	2	11,235,649
13	Flux 2	897	3	575,552
14	P Image Edit	854	2	341,156

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Text to music

All ranked models, not only the ones on Kubeez · 18 models

Rank	Model	Score	Arenas	Votes	Guide
01	Suno V6	1000	2	4,527
02	Mureka V9	991	2	4,452
03	Mureka V8	970	2	6,390
04	Suno V5.5	942	2	5,908
05	StepAudio 3 Music	937	2	4,255
06	Lyria 3 Pro	922	2	5,829
07	Lyria 3.5	910	2	4,119
08	MiniMax Music 2.6	902	2	5,917
09	Suno V4.5	898	2	2,223
10	MiniMax Music 2.5+	894	2	5,668
11	Eleven Music v2	883	2	4,355
12	FUZZ-2.0	859	2	1,789
13	FUZZ-2.0 Raw	852	2	1,670
14	Eleven Music	846	2	1,700
15	FUZZ-1.1 Pro	842	2	1,620
16	Lyria 2	829	1	557
17	Sonauto V2.1	812	1	745
18	Udio v1.5 Allegro	796	1	822

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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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