710
媒体竞技场
11图像、视频、语音与音乐模型的人类偏好排名。Elo 带 95% 置信区间,区间重叠即代表名次差异不显著。
文生图
Elo · 162- 1GPT Image 2.5 Sunburst (max)OpenAI1,196±9
- 2GPT Image 2.5 Flare (max)OpenAI1,190±9
- 3GPT Image 2 (high)OpenAI1,171±9
- 4Grok Imagine Image 2.0SpaceXAI1,157±11
- 5MAI-Image-2.6Microsoft AI1,148±10
- 6Nano Banana 2 (Gemini 3.1 Flash Image)Google1,123±8
- 7Muse ImageMeta1,111±10
- 8GPT Image 1.5 (high)OpenAI1,104±9
- 9MAI-Image-2.5Microsoft AI1,102±8
- 10MAI-Image-2.6-FlashMicrosoft AI1,102±9
- 11Nano Banana Pro (Gemini 3 Pro Image)Google1,101±8
- 12MAI-Image-2.5-ProMicrosoft AI1,100±8
- 13Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image)Google1,093±8
- 14Qwen-Image-3.0-ProAlibaba1,088±10
- 15Seedream 5.0 ProByteDance Seed1,078±8
- 16Qwen-Image-3.0Alibaba1,074±10
- 17grok-imagine-image-qualitySpaceXAI1,045±7
- 18Qwen-Image-2.1Alibaba1,035±10
- 19MAI-Image-2.5-FlashMicrosoft AI1,033±9
- 20Qwen Image 2.0 Pro (2026-04-22)Alibaba1,029±9
- 21Seedream 4.0ByteDance Seed1,028±10
- 22Wan 2.6 ImageAlibaba1,027±9
- 23FLUX.2 [flex]Black Forest Labs1,026±9
- 24Krea 2 LargeKrea1,025±7
- 25Seedream 4.5ByteDance Seed1,021±9
- 26HiDream-O1-Image-1.5HiDream1,021±8
- 27Recraft V4.1 UtilityRecraft1,021±9
- 28FLUX.2 [max]Black Forest Labs1,021±8
- 29grok-imagine-imageSpaceXAI1,020±9
- 30Krea 2 Medium TurboKrea1,018±9
- 31Recraft V4.1 Utility ProRecraft1,017±7
- 32Wan2.6 Text to ImageAlibaba1,014±9
- 33Luma UNI 1 MaxLuma Labs1,014±9
- 34Krea 2 MediumKrea1,012±7
- 35GPT Image 1 (high)OpenAI1,011±9
- 36Ideogram 4.0 (Quality)Ideogram1,010±7
- 37Seedream 5.0 LiteByteDance Seed1,009±9
- 38MAI-Image-2Microsoft AI1,008±9
- 39Ideogram 4.0Ideogram1,003±8
- 40FLUX.2 [pro]Black Forest Labs1,002±8
- 41FLUX.2 [dev]Black Forest Labs1,000±0
- 42FLUX.2 [dev] TurboFal999±9
- 43Qwen Image Max 2512Alibaba998±10
- 44Imagen 4 UltraGoogle997±10
- 45P-Image-Ideogram (High)Pruna AI997±10
- 46Ming-Image-0.1-DesignInclusionAI996±8
- 47Cosmos3-Super-Text2Image (agentic)NVIDIA995±8
- 48Luma UNI 1Luma Labs991±9
- 49Recraft V4.1Recraft990±9
- 50MAI-Image-2-EfficientMicrosoft AI989±10
- 51Wan 2.7Alibaba989±9
- 52Recraft V4 ProRecraft986±9
- 53Ideogram 4.0 Fast (Quality)Fal985±9
- 54Nano Banana (Gemini 2.5 Flash Image)Google985±9
- 55Cosmos3-Super-Text2ImageNVIDIA985±8
- 56P-Image-Ideogram (Very High)Pruna AI985±11
- 57Recraft V4.1 ProRecraft984±9
- 58FLUX.2 [dev] FlashFal984±9
- 59Wan 2.7 ProAlibaba983±9
- 60Recraft V4Recraft982±9
- 61Ideogram 4.0 InstantFal982±9
- 62HiDream-O1-ImageHiDream979±8
- 63P-Image-Ideogram (Medium)Pruna AI974±10
- 64Cosmos3-Super-Text2Image-4StepNVIDIA970±8
- 65ImagineArt 2.0ImagineArt970±9
- 66Ideogram 4.0 FastFal969±9
- 67P-Image-Ideogram (Low)Pruna AI965±10
- 68HunyuanImage 3.0 Instruct (Fal)Tencent963±9
- 69Wan 2.5 PreviewAlibaba961±9
- 70Qwen Image 2.0 (2026-03-03)Alibaba960±8
- 71Seedream 3.0ByteDance Seed958±9
- 72ImagineArt 1.5 PreviewImagineArt957±7
- 73HunyuanImage 3.0 (Fal)Tencent945±9
- 74Vivago 2.1HiDream944±9
- 75Kolors 2.1KlingAI943±9
- 76Z-Image TurboAlibaba940±9
- 77image-1Api Airforce940±9
- 78FLUX.2 [klein] 9BBlack Forest Labs940±8
- 79Qwen Image Plus 2601Alibaba935±7
- 80FLUX.1 Kontext [max]Black Forest Labs933±9
- 81Eigen ImageEigen AI923±9
- 82ERNIE Image TurboBaidu923±8
- 83Vivago 2.0HiDream923±9
- 84Vidu Q2Vidu919±7
- 85P-Image-Ideogram (Very Low)Pruna AI916±10
- 86Imagen 3 (v002)Google915±9
- 87GPT Image 1 Mini (medium)OpenAI914±7
- 88Kling Image 3.0 OmniKlingAI914±7
- 89Dreamina 3.1Bytedance913±7
- 90Lucid Origin UltraLeonardo.Ai913±7
- 91ERNIE ImageBaidu912±8
- 92Reve Image (Halfmoon)Reve912±9
- 93Imagen 4 StandardGoogle909±10
- 94FLUX.1 Kontext [pro]Black Forest Labs908±7
- 95FLUX.2 [klein] Base 9BBlack Forest Labs902±9
- 96Lucid Origin FastLeonardo.Ai899±7
- 97Ideogram 3.0Ideogram897±8
- 98FLUX1.1 [pro] UltraBlack Forest Labs893±7
- 99FLUX1.1 [pro]Black Forest Labs890±7
- 100FLUX.1 [pro]Black Forest Labs890±8
- 101GLM-ImageZ AI889±7
- 102Qwen ImageAlibaba887±7
- 103HunyuanImage 2.1Tencent886±9
- 104Luma PhotonLuma Labs885±7
- 105P-ImagePruna AI883±8
- 106Imagen 4 FastGoogle882±10
- 107Ideogram v2Ideogram882±8
- 108FIBOBria879±8
- 109HiDream-O1-Image-DevHiDream878±8
- 110Midjourney v7 AlphaMidjourney878±10
- 111Z-Image BaseAlibaba875±8
- 112Midjourney v6Midjourney874±8
- 113Infinity 8BBytedance873±9
- 114HiDream-I1-DevHiDream873±10
- 115Ideogram v2 TurboIdeogram870±8
- 116HiDream-I1-FastHiDream868±9
- 117Recraft V3Recraft868±7
- 118SRPOTencent864±8
- 119FLUX.2 [klein] 4BBlack Forest Labs864±9
- 120MAI Image 1Microsoft AI864±9
- 121Image-01MiniMax860±9
- 122LongCat ImageMeituan860±8
- 123Midjourney v6.1Midjourney847±8
- 124FLUX.1 Krea [dev]Black Forest Labs844±9
- 125Phoenix 1.0 UltraLeonardo.Ai842±9
- 126FLUX.1 [dev]Black Forest Labs841±7
- 127Stable Diffusion 3.5 LargeStability.ai839±9
- 128Stable Diffusion 3 LargeStability.ai837±8
- 129Phoenix 0.9 UltraLeonardo.Ai832±7
- 130Ideogram v2a TurboIdeogram831±9
- 131Stable Diffusion 3.5 Large TurboStability.ai828±9
- 132FIBO LiteBria827±11
- 133Phoenix 1.0 FastLeonardo.Ai823±8
- 134Ideogram v2aIdeogram819±10
- 135Krea 1Krea819±9
- 136Playground v3 (beta)Playground AI809±8
- 137FLUX.1 [schnell]Black Forest Labs802±7
- 138Step Image Edit 2StepFun797±11
- 139Luma Photon FlashLuma Labs797±7
- 140FLUX.2 [klein] Base 4BBlack Forest Labs793±10
- 141Runway Gen-4 ImageRunway791±9
- 142Lumina Image v2OpenGVLab781±9
- 143DALLE 3OpenAI776±8
- 144Playground v2.5Playground AI776±8
- 145DALLE 3 HDOpenAI774±8
- 146Recraft 20BRecraft772±7
- 147Stable Diffusion 3.5 MediumStability.ai758±10
- 148Sana Sprint 1.6BNVIDIA753±10
- 149Amazon Titan G1 v2 (Standard)Amazon730±9
- 150OmniGen V2VectorSpaceLab726±9
- 151Stable Diffusion 3 Large TurboStability.ai720±9
- 152Stable Diffusion 3 MediumStability.ai719±9
- 153SDXL LightningBytedance719±9
- 154Stable Diffusion 1.6Stability.ai718±9
- 155Amazon Titan G1 (Standard)Amazon707±9
- 156BagelBytedance704±9
- 157Bria 3.2Bria704±10
- 158Stable Diffusion XL 1.0Stability.ai677±9
- 159Stable Diffusion 2.1Stability.ai548±11
- 160DALLE 2OpenAI542±11
- 161Janus ProDeepSeek532±12
- 162Stable Diffusion 1.5Stability.ai455±13
Elo 455–1196
误差条重叠的模型,排名先后没有统计意义
图像编辑
Elo · 77- 1GPT Image 2.5 Sunburst (max)OpenAI1,180±8
- 2GPT Image 2.5 Flare (max)OpenAI1,161±8
- 3MAI-Image-2.6Microsoft AI1,134±8
- 4MAI-Image-2.6-FlashMicrosoft AI1,124±8
- 5GPT Image 2 (high)OpenAI1,121±8
- 6Muse ImageMeta1,117±8
- 7MAI-Image-2.5Microsoft AI1,113±9
- 8Nano Banana 2 (Gemini 3.1 Flash Image)Google1,107±8
- 9Seedream 5.0 ProByteDance Seed1,106±9
- 10MAI-Image-2.5-ProMicrosoft AI1,105±8
- 11Grok Imagine Image 2.0SpaceXAI1,105±9
- 12GPT Image 1.5 (high)OpenAI1,102±8
- 13Nano Banana Pro (Gemini 3 Pro Image)Google1,098±8
- 14MAI-Image-2.5-FlashMicrosoft AI1,088±8
- 15grok-imagine-image-qualitySpaceXAI1,082±9
- 16Qwen-Image-3.0-ProAlibaba1,077±8
- 17Luma UNI 1 MaxLuma Labs1,068±9
- 18grok-imagine-imageSpaceXAI1,067±9
- 19Qwen-Image-2.1Alibaba1,067±10
- 20HiDream-O1-Edit-1.5HiDream1,065±9
- 21Seedream 5.0 LiteByteDance Seed1,057±9
- 22Qwen-Image-3.0Alibaba1,052±9
- 23Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image)Google1,042±9
- 24DreamImage 2.0Newport AI1,041±9
- 25Wan 2.7 ProAlibaba1,041±9
- 26Luma UNI 1Luma Labs1,039±8
- 27Wan 2.6 ImageAlibaba1,038±9
- 28Wan 2.7Alibaba1,036±9
- 29Seedream 4.5ByteDance Seed1,034±9
- 30HunyuanImage 3.0 Instruct (Fal)Tencent1,028±9
- 31Qwen Image Edit Plus 2511Alibaba1,023±8
- 32Qwen Image 2.0 Pro (2026-04-22)Alibaba1,016±8
- 33FLUX.2 [klein] 9BBlack Forest Labs1,014±9
- 34Seedream 4.0ByteDance Seed1,013±8
- 35Eigen ImageEigen AI1,013±10
- 36Agnes Image 2.0 FlashSapiens AI1,011±11
- 37Reve V1 (December)Reve1,009±8
- 38FLUX.2 [pro]Black Forest Labs1,007±7
- 39FLUX.2 [flex]Black Forest Labs1,007±7
- 40Step Image Edit 2StepFun1,005±9
- 41Kling Image 3.0KlingAI1,001±8
- 42FLUX.2 [dev] TurboFal1,000±8
- 43FLUX.2 [dev]Black Forest Labs1,000±0
- 44Qwen Image Edit Max 2601Alibaba1,000±8
- 45FLUX.2 [dev] FlashFal996±8
- 46FLUX.2 [max]Black Forest Labs995±9
- 47Nano Banana (Gemini 2.5 Flash Image)Google985±9
- 48Wan 2.5 PreviewAlibaba983±10
- 49GPT Image 1 (high)OpenAI982±7
- 50P-Image-EditPruna AI981±9
- 51Qwen Image Edit Plus 2509Alibaba981±7
- 52FLUX.2 [klein] Base 9BBlack Forest Labs973±10
- 53ImagineArt 2.0ImagineArt968±12
- 54Vidu Q2Vidu966±7
- 55Qwen Image 2.0 (2026-03-03)Alibaba962±9
- 56Kling Image 3.0 OmniKlingAI953±9
- 57HiDream-O1-ImageHiDream952±9
- 58FLUX.2 [klein] 4BBlack Forest Labs949±7
- 59Kling Image O1KlingAI946±9
- 60LongCat ImageMeituan938±8
- 61FIBO EditBria930±9
- 62FLUX.1 Kontext [max]Black Forest Labs927±7
- 63Step1X-Edit-v1p2StepFun922±10
- 64GPT Image 1 Mini (medium)OpenAI922±7
- 65Qwen Image EditAlibaba918±7
- 66SeedEdit 3.0ByteDance Seed917±7
- 67FLUX.1 Kontext [pro]Black Forest Labs912±7
- 68HiDream-O1-Image-DevHiDream887±10
- 69FLUX.2 [klein] Base 4BBlack Forest Labs868±10
- 70FLUX.1 Kontext [dev]Black Forest Labs857±8
- 71HiDream-E1.1HiDream808±11
- 72step1x-edit-v1p2-previewStepFun803±9
- 73GLM-ImageZ AI781±9
- 74BagelBytedance771±8
- 75OmniGen V2VectorSpaceLab769±8
- 76Step1X-EditStepFun674±10
- 77HiDream-E1-FullHiDream669±18
Elo 669–1180
误差条重叠的模型,排名先后没有统计意义
文生视频
Elo · 81- 1Wan 3.0Alibaba1,335±12
- 2Gemini Omni FlashGoogle1,332±10
- 3MiniMax H3MiniMax1,302±10
- 4HappyHorse-1.0Alibaba-ATH1,286±8
- 5HappyHorse-1.1Alibaba-ATH1,272±9
- 6Dreamina Seedance 2.0 720pByteDance Seed1,259±8
- 7Wan2.7-260612Alibaba1,243±9
- 8grok-imagine-videoSpaceXAI1,235±8
- 9PixVerse V5.6PixVerse1,230±8
- 10PixVerse V6PixVerse1,230±8
- 11Kling 3.0 Omni 1080p (Pro)KlingAI1,230±8
- 12Kling 3.0 1080p (Pro)KlingAI1,230±8
- 13Vidu Q3 ProVidu1,225±8
- 14Bach-1.0 PreviewVideo Rebirth1,222±9
- 15PixVerse V5.5PixVerse1,219±10
- 16LTX-2.5 FastLightricks1,218±11
- 17Veo 3.1 LiteGoogle1,215±10
- 18Kling 3.0 Omni 720p (Standard)KlingAI1,215±8
- 19Runway Gen-4.5Runway1,214±8
- 20Veo 3.1Google1,214±8
- 21Veo 3Google1,211±8
- 22SkyReels V4Skywork AI1,211±9
- 23Wan 2.7Alibaba1,210±9
- 24Kling 3.0 720p (Standard)KlingAI1,210±8
- 25LTX-2.5 ProLightricks1,209±11
- 26Veo 3.1 FastGoogle1,208±8
- 27Kling 2.5 Turbo 1080pKlingAI1,203±8
- 28Wan 2.6Alibaba1,197±9
- 29Kling 2.6 Pro (January)KlingAI1,196±8
- 30Kling O1 Pro (January)KlingAI1,193±8
- 31Kling O1 Standard (January)KlingAI1,185±8
- 32Ray 3Luma Labs1,185±8
- 33Kling 2.6 Standard (January)KlingAI1,184±8
- 34Sora 2 ProOpenAI1,179±9
- 35Seedance 1.5 proByteDance Seed1,176±8
- 36PixVerse V5PixVerse1,176±8
- 37Hailuo 2.3MiniMax1,176±8
- 38Veo 3 Fast PreviewGoogle1,173±9
- 39Vidu Q2Vidu1,171±8
- 40Hailuo 02 StandardMiniMax1,170±9
- 41Sora 2 (December)OpenAI1,168±9
- 42Wan 2.5 PreviewAlibaba1,160±8
- 43Hailuo 02 ProMiniMax1,154±9
- 44Seedance 1.0ByteDance Seed1,136±8
- 45LTX-2 ProLightricks1,127±8
- 46LTX-2 FastLightricks1,125±8
- 47LTX-2.3 ProLightricks1,124±9
- 48LTX-2.3 FastLightricks1,121±9
- 49Wan 2.2 A14BAlibaba1,116±8
- 50Veo 2Google1,108±8
- 51Vidu Q3 TurboVidu1,105±11
- 52Kling 2.0KlingAI1,092±9
- 53Pika 2.5Pika Art1,086±8
- 54Seedance 1.0 MiniByteDance Seed1,084±9
- 55PixVerse V4.5PixVerse1,083±10
- 56P-VideoPruna AI1,059±9
- 57Agnes-Video-V2.0Sapiens AI1,054±10
- 58MareyMoonvalley1,047±9
- 59Kling 1.5 ProKlingAI1,032±9
- 60T2V-01MiniMax1,026±8
- 61T2V-01-DirectorMiniMax1,024±9
- 62HunyuanVideo-1.5 (Fal)Tencent1,020±9
- 63Pika 2.0Pika Art1,020±9
- 64Kling 1.6 ProKlingAI1,018±9
- 65Wan 2.1 14BAlibaba1,018±9
- 66Kling 1.6 StandardKlingAI1,010±9
- 67Vidu Q1Vidu1,002±11
- 68Mochi 1Genmo1,000±0
- 69Hunyuan Video (Fal)Tencent992±9
- 70Runway Gen 3 AlphaRunway986±8
- 71Krea RealtimeKrea982±10
- 72Ray 1Luma Labs979±9
- 73Wan 2.2 5BAlibaba950±10
- 74Pika 2.2Pika Art949±10
- 75Kling 1.0KlingAI949±9
- 76Haiper 2.0Haiper945±9
- 77Ray 2Luma Labs942±9
- 78Pika 1.5Pika Art931±9
- 79Step-Video-T2VStepFun904±11
- 80CogVideoX-5BZ AI805±10
- 81Pyramid FlowOpen Source778±11
Elo 778–1335
误差条重叠的模型,排名先后没有统计意义
图生视频
Elo · 76- 1Gemini Omni FlashGoogle1,369±11
- 2Wan 3.0Alibaba1,362±13
- 3Bach 1.0 ProVideo Rebirth1,362±12
- 4MiniMax H3MiniMax1,357±11
- 5PixVerse V6PixVerse1,340±10
- 6Dreamina Seedance 2.0 720pByteDance Seed1,339±10
- 7grok-imagine-video-1.5SpaceXAI1,331±11
- 8grok-imagine-videoSpaceXAI1,329±9
- 9HappyHorse-1.1Alibaba-ATH1,315±10
- 10Kling 2.5 Turbo 1080pKlingAI1,299±9
- 11HappyHorse-1.0Alibaba-ATH1,295±10
- 12Vidu Q3 ProVidu1,291±9
- 13PixVerse V5.6PixVerse1,287±10
- 14SkyReels V4Skywork AI1,283±11
- 15Kling 3.0 Omni 1080p (Pro)KlingAI1,280±10
- 16Kling 3.0 1080p (Pro)KlingAI1,278±9
- 17PixVerse V5PixVerse1,277±9
- 18PixVerse V5.5PixVerse1,275±10
- 19Cosmos3-Super-Image2Video-4StepNVIDIA1,274±12
- 20Kling 3.0 Omni 720p (Standard)KlingAI1,271±10
- 21Kling 3.0 720p (Standard)KlingAI1,270±9
- 22Wan 2.7Alibaba1,270±11
- 23Kling 2.6 Pro (January)KlingAI1,266±10
- 24Kling 2.6 Standard (January)KlingAI1,265±10
- 25Runway Gen-4.5Runway1,264±10
- 26Veo 3.1 FastGoogle1,259±10
- 27Hailuo 2.3 FastMiniMax1,257±10
- 28Seedance 1.5 proByteDance Seed1,256±9
- 29Hailuo 2.3MiniMax1,255±9
- 30Cosmos3-Super-Image2VideoNVIDIA1,255±11
- 31Veo 3.1Google1,253±10
- 32Hailuo 02 ProMiniMax1,250±11
- 33Hailuo 02 StandardMiniMax1,247±11
- 34Wan 2.5 PreviewAlibaba1,246±9
- 35Veo 3.1 LiteGoogle1,241±13
- 36Vidu Q2 TurboVidu1,237±10
- 37Seedance 1.0ByteDance Seed1,235±10
- 38Vidu Q2 ProVidu1,234±10
- 39Vidu Q3 TurboVidu1,230±12
- 40Veo 3Google1,225±10
- 41Wan 2.6Alibaba1,222±11
- 42Ray 3Luma Labs1,216±10
- 43LTX-2.5 FastLightricks1,214±12
- 44Kling 2.1 MasterKlingAI1,208±12
- 45Hailuo 02 FastMiniMax1,208±11
- 46Pika 2.5Pika Art1,203±10
- 47LTX-2 ProLightricks1,201±9
- 48LTX-2.5 ProLightricks1,193±12
- 49LTX-2 FastLightricks1,191±10
- 50Kling 2.1 ProKlingAI1,185±11
- 51Kling 2.0KlingAI1,180±10
- 52Vivago 2.0HiDream1,177±10
- 53Kling 2.1 StandardKlingAI1,174±11
- 54Midjourney V1Midjourney1,166±11
- 55LTX-2.3 ProLightricks1,159±10
- 56PixVerse V4.5PixVerse1,154±12
- 57LTX-2.3 FastLightricks1,150±11
- 58Seedance 1.0 MiniByteDance Seed1,139±11
- 59Kling 1.6 ProKlingAI1,137±10
- 60HunyuanVideo-1.5 (Fal)Tencent1,134±11
- 61P-VideoPruna AI1,130±11
- 62Agnes-Video-V2.0Sapiens AI1,127±11
- 63Wan 2.2 A14BAlibaba1,107±10
- 64Veo 2Google1,100±11
- 65Runway Gen 4Runway1,088±11
- 66I2V-01-DirectorMiniMax1,049±11
- 67Vidu Q1Vidu1,032±13
- 68LTX Video v0.9.7 13BLightricks1,030±13
- 69Motion 2.0Leonardo.Ai1,027±13
- 70Runway Gen 3 AlphaRunway1,016±12
- 71Pika 2.2Pika Art1,014±12
- 72MareyMoonvalley1,007±12
- 73Runway Gen 3 Alpha TurboRunway1,004±12
- 74Wan 2.1 14BAlibaba1,000±0
- 75Wan 2.2 5BAlibaba993±12
- 76Hunyuan Video (Fal)Tencent921±14
Elo 921–1369
误差条重叠的模型,排名先后没有统计意义
文生视频(含声)
Elo · 36- 1Gemini Omni FlashGoogle1,233±7
- 2Wan 3.0Alibaba1,229±9
- 3Minimax H3 Max (post-trained by fal)Fal1,227±9
- 4MiniMax H3MiniMax1,220±8
- 5Dreamina Seedance 2.0 720pByteDance Seed1,210±6
- 6MAGI-2 Preview (0912)Sand.ai1,156±9
- 7Wan2.7-260612Alibaba1,149±6
- 8HappyHorse-1.1Alibaba-ATH1,147±6
- 9HappyHorse-1.0Alibaba-ATH1,119±7
- 10Wan 2.7Alibaba1,098±7
- 11SkyReels V4Skywork AI1,095±7
- 12Kling 3.0 1080p (Pro)KlingAI1,095±6
- 13Kling 3.0 720p (Standard)KlingAI1,089±6
- 14Veo 3.1Google1,088±7
- 15Veo 3.1 FastGoogle1,085±6
- 16Veo 3.1 LiteGoogle1,083±7
- 17Sora 2 (December)OpenAI1,083±10
- 18Kling 3.0 Omni 720p (Standard)KlingAI1,082±7
- 19Vidu Q3 ProVidu1,078±6
- 20Agnes-Video-2.5Sapiens AI1,076±9
- 21PixVerse V6PixVerse1,076±7
- 22Kling 3.0 Omni 1080p (Pro)KlingAI1,075±7
- 23grok-imagine-videoSpaceXAI1,065±6
- 24Sora 2 ProOpenAI1,059±10
- 25LTX-2.5 FastLightricks1,055±9
- 26LTX-2.5 ProLightricks1,053±9
- 27Wan 2.6Alibaba1,030±7
- 28Vidu Q3 TurboVidu1,025±9
- 29Seedance 1.5 proByteDance Seed1,000±0
- 30LTX-2.3 FastLightricks975±7
- 31Kling 2.6 Pro (January)KlingAI974±8
- 32LTX-2.3 ProLightricks958±7
- 33PixVerse V5.6PixVerse952±8
- 34LTX-2 FastLightricks924±9
- 35LTX-2 ProLightricks905±9
- 36Agnes-Video-V2.0Sapiens AI897±9
Elo 897–1233
误差条重叠的模型,排名先后没有统计意义
图生视频(含声)
Elo · 35- 1Minimax H3 Max (post-trained by fal)Fal1,194±9
- 2MiniMax H3MiniMax1,181±8
- 3Gemini Omni FlashGoogle1,178±7
- 4Dreamina Seedance 2.0 720pByteDance Seed1,175±7
- 5HiDream-O1-VideoHiDream1,174±10
- 6Wan 3.0Alibaba1,164±9
- 7HappyHorse-1.1Alibaba-ATH1,104±7
- 8grok-imagine-video-1.5SpaceXAI1,099±8
- 9MAGI-2 PreviewSand.ai1,096±7
- 10HappyHorse-1.0Alibaba-ATH1,082±7
- 11Veo 3.1Google1,081±7
- 12Wan 2.7Alibaba1,077±8
- 13grok-imagine-videoSpaceXAI1,072±7
- 14Veo 3.1 LiteGoogle1,072±8
- 15PixVerse V6PixVerse1,071±7
- 16SkyReels V4Skywork AI1,069±8
- 17Veo 3.1 FastGoogle1,066±6
- 18Vidu Q3 ProVidu1,056±6
- 19Kling 3.0 1080p (Pro)KlingAI1,054±6
- 20Kling 3.0 720p (Standard)KlingAI1,051±7
- 21Kling 3.0 Omni 1080p (Pro)KlingAI1,045±7
- 22LTX-2.5 FastLightricks1,036±9
- 23Kling 3.0 Omni 720p (Standard)KlingAI1,035±7
- 24Agnes-Video-2.5Sapiens AI1,031±9
- 25Vidu Q3 TurboVidu1,029±9
- 26LTX-2.5 ProLightricks1,004±10
- 27Seedance 1.5 proByteDance Seed1,000±0
- 28Kling 2.6 Pro (January)KlingAI988±8
- 29PixVerse V5.6PixVerse963±8
- 30LTX-2.3 ProLightricks948±8
- 31LTX-2.3 FastLightricks947±8
- 32Agnes-Video-V2.0Sapiens AI924±9
- 33LTX-2 FastLightricks923±9
- 34Wan 2.6Alibaba889±9
- 35LTX-2 ProLightricks863±10
Elo 863–1194
误差条重叠的模型,排名先后没有统计意义
文本转语音
Elo · 91- 1Sonic 3.6Cartesia1,279±17
- 2Gemini 3.8 Flash TTSGoogle1,265±17
- 3Qwen-Audio-3.0-TTS-PlusAlibaba1,259±16
- 4Realtime TTS-2Inworld1,246±18
- 5Simba 3.2SpeechifyAI1,239±14
- 6Gemini 3.8 Flash-Lite TTSGoogle1,239±16
- 7Luna TTSVUI Labs1,229±14
- 8Realtime TTS-2 FlashInworld1,210±15
- 9Breeze TTS 2BreezeBlue1,205±16
- 10Gemini 3.1 Flash TTSGoogle1,202±12
- 11StepAudio 2.5 TTS (Aug 2026)StepFun1,199±16
- 12v3 ConversationalElevenLabs1,196±15
- 13Sonic 3.5Cartesia1,185±12
- 14Lightning V3.1 Pro (Jul 2026)Smallest.ai1,174±14
- 15Soniox TTS Real-Time v2Soniox1,173±12
- 16Speech 2.8 HDMiniMax1,170±11
- 17Eleven v3ElevenLabs1,169±11
- 18Falcon 2Murf AI1,159±15
- 19Speech 2.8 TurboMiniMax1,149±11
- 20Gradium TTS (Aug 2026)Gradium1,149±14
- 21Fish Audio S2.1 ProFish Audio1,140±13
- 22Step TTS 2 (Mar 2026)StepFun1,130±13
- 23Async Flash v1.5async1,130±13
- 24SpaceXAI TTSSpaceXAI1,130±15
- 25Speech 2.6 HDMiniMax1,129±12
- 26Azure HD 2.5Microsoft1,128±12
- 27Fish Audio S2 ProFish Audio1,122±13
- 28Simba 3.0SpeechifyAI1,119±12
- 29Speech 2.6 TurboMiniMax1,115±11
- 30Async Pro v1.0async1,115±13
- 31Speech-02-HDMiniMax1,111±11
- 32TTS-1 HDOpenAI1,101±12
- 33Chatterbox HDResemble AI1,098±13
- 34Speech 2.6Hithink1,096±13
- 35Turbo v2.5ElevenLabs1,095±11
- 36Step Audio EditX (Mar 2026)StepFun1,095±13
- 37Multilingual v2ElevenLabs1,093±10
- 38TTS-1OpenAI1,087±11
- 39Speech-02-TurboMiniMax1,085±12
- 40Gemini 2.5 Flash Lite TTSGoogle1,081±12
- 41Voxtral TTSMistral1,078±13
- 42OpenAudio S1Fish Audio1,077±11
- 43StudioGoogle1,075±12
- 44Flash v2.5ElevenLabs1,074±11
- 45GPT-Realtime-2OpenAI1,074±13
- 46JourneyGoogle1,073±13
- 47Maya 2 FlashMaya Research1,067±14
- 48Kokoro 82M v1.0Kokoro1,063±11
- 49Magpie-Multilingual 357M (Feb 2026)NVIDIA1,063±13
- 50T2A-01-HDMiniMax1,061±11
- 51Polly GenerativeAmazon1,061±12
- 52Sonic 3Cartesia1,057±12
- 53CodaRime1,055±13
- 54Chirp 3: HDGoogle1,053±12
- 55Gemini 2.5 Flash TTS (Dec 2025)Google1,052±12
- 56Async Flash v1.0async1,050±12
- 57Octave 2Hume AI1,050±12
- 58MiMo-V2.5-TTSXiaomi1,049±13
- 59Maya 2 GlobalMaya Research1,047±14
- 60Maya1Maya Research1,044±12
- 61OpenAudio S1 MiniFish Audio1,041±20
- 62Bland Speech v3Bland AI1,034±13
- 63MAI-Voice-1Microsoft1,032±13
- 64Higgs Audio V3 TTSBoson AI1,032±13
- 65Polly Long-FormAmazon1,032±13
- 66Azure NeuralMicrosoft1,032±19
- 67Octave TTSHume AI1,028±12
- 68T2A-01-TurboMiniMax1,027±11
- 69Gemini 2.5 Pro (Dec 2025)Google1,026±13
- 70ChatterboxResemble AI1,023±11
- 71MiMo-V2-TTSXiaomi1,022±14
- 72Lightning v3.1Smallest.ai1,020±13
- 73Raon SpeechLMKrafton1,002±14
- 74Zonos-v0.1Zyphra1,000±0
- 75Murf Speech Gen 2Murf AI983±12
- 76VibeVoice 1.5BMicrosoft950±14
- 77OpenVoice v2OpenVoice949±13
- 78Qwen3 TTS FlashAlibaba943±14
- 79Neuphonic TTSNeuphonic937±14
- 80Kugel 3KugelAudio933±13
- 81Qwen3 TTSAlibaba927±13
- 82WaveNetGoogle917±12
- 83XTTS v2Coqui916±15
- 84Mist V2Rime908±15
- 85Neural2Google895±12
- 86StyleTTS 2StyleTTS 892±15
- 87Polly NeuralAmazon890±14
- 88Noiz TTSNoiz883±15
- 89StandardGoogle882±12
- 90MetaVoice v1MetaVoice845±18
- 91Polly StandardAmazon829±16
Elo 829–1279
误差条重叠的模型,排名先后没有统计意义
语音对话
得分 · 44- 1StepAudio 3 RealtimeStepFun1
- 2Qwen3.5 Omni Plus RealtimeAlibaba0.99
- 3Qwen Audio 3.0 Realtime PlusAlibaba0.99
- 4Step-Audio R1.1 (Realtime)StepFun0.98
- 5Gemini 3.1 Flash Audio Preview (Mar 2026) - HighGoogle0.97
- 6Grok Voice Think Fast 1.0SpaceXAI0.97
- 7GPT-Realtime-2 HighOpenAI0.97
- 8Grok Voice Think Fast 2.0 HighSpaceXAI0.97
- 9Qwen Audio 3.0 Realtime FlashAlibaba0.96
- 10GPT-Realtime-2.1 HighOpenAI0.96
- 11Grok Voice AgentSpaceXAI0.93
- 12GPT-Realtime-2 MediumOpenAI0.93
- 13Gemini 3.8 LiveGoogle0.92
- 14Gemini 2.5 Flash Native Audio Dialog ThinkingGoogle0.91
- 15GPT-Live-1 (Astra, medium)OpenAI0.9
- 16GPT-Live-1 (Sol, low)OpenAI0.89
- 17Nova 2.0 SonicAmazon0.88
- 18GPT-Realtime-2.1 MinimalOpenAI0.87
- 19Deepslate OpalDeepslate0.85
- 20GPT Realtime (Aug 2025)OpenAI0.83
- 21GPT-Realtime-1.5OpenAI0.81
- 22GPT-Realtime-2.1 Mini HighOpenAI0.75
- 23GPT-Realtime-2 MinimalOpenAI0.72
- 24Gemini 3.1 Flash Audio Preview (Mar 2026) - MinimalGoogle0.71
- 25Gemini 2.5 Flash Native Audio DialogGoogle0.69
- 26GPT-4o mini Realtime (Dec '24)OpenAI0.69
- 27Higgs RealtimeBoson AI0.69
- 28GPT Realtime Mini (Oct 2025)OpenAI0.64
- 29GPT-Realtime-2.1 Mini MinimalOpenAI0.63
- 30Qwen3.5 Omni Flash RealtimeAlibaba0.59
- 31Qwen3 Omni 30B A3B InstructAlibaba0.59
- 32Raon SpeechChatKrafton0.57
- 33Qwen3 Omni 30B A3B Instruct (Realtime)Alibaba0.57
- 34GPT 4o audio chatcompletionsOpenAI0.54
- 35Freeze-OmniVITA-MLLM0.33
- 36Nemotron 3 VoiceChat (V1)NVIDIA0.27
- 37PersonaPlexNVIDIA0.19
- 38FLM-AudioCofe AI0.16
- 39MoshiKyutai0.04
- 40Gemini 3.8 Live Extended Thinking (High)Google—
- 41GPT-5 (ChatGPT)OpenAI—
- 42Gemini 2.5 Flash Native Audio Preview (Sep 2025)Google—
- 43Gemini 2.5 Flash Native Audio Preview (Dec 2025)Google—
- 44GPT-4o Realtime (Dec 2024)OpenAI—
语音转文本
词错误率指数 · 71- 1GPT-4o Mini Transcribe, OpenAIOpenAI0
- 2Speechmatics EnhancedSpeechmatics0
- 3Voxtral Small, MistralMistral0
- 4Solaria-1, GladiaGladia0
- 5Smallest AI Pulse ProSmallest.ai0
- 6Gemini 3 Flash (High), GoogleGoogle0
- 7Nova 2 Pro, AmazonAmazon0
- 8StepAudio 2.5 ASR, StepFunStepFun0
- 9GPT-4o Transcribe, OpenAIOpenAI0
- 10GPT Transcribe, OpenAIOpenAI0
- 11Grok Voice Transcribe 2.0SpaceXAI0
- 12Gemini 2.0 Flash Lite, GoogleGoogle0
- 13Gemini 3.1 Pro Preview (High)Google0
- 14Fun-Realtime-ASR-previewAlibaba0
- 15Inworld STT 1Inworld0
- 16MAI-Transcribe-1Microsoft AI0
- 17Chirp 3, GoogleGoogle0
- 18Whisper Large v2, OpenAIOpenAI0
- 19Universal, AssemblyAIAssemblyAI0
- 20Gemini 3.1 Flash-Lite Preview (Minimal)Google0
- 21Qwen3.5 Omni PlusAlibaba0
- 22Soniox V4Soniox0
- 23Gemini 2.5 Pro, GoogleGoogle0
- 24Gemini 3.1 Pro Preview (Low)Google0
- 25Voxtral Mini Transcribe 2, MistralMistral0
- 26Scribe v2, ElevenLabsElevenLabs0
- 27Universal-3 Pro, AssemblyAIAssemblyAI0
- 28Whisper Large v3 Turbo, OpenAIOpenAI0
- 29Cohere TranscribeCohere0
- 30Smallest AI PulseSmallest.ai0
- 31MAI-Transcribe-1.5Microsoft AI0
- 32Grok Voice Transcribe 1.0SpaceXAI0
- 33LLM Speech, AzureMicrosoft0
- 34Modulate STT Batch English VFastModulate0
- 35Universal-3.5 Pro, AssemblyAIAssemblyAI0
- 36MeliaSpeechmatics0
- 37Resonant-1Reson80
- 38Canary Qwen 2.5B, NVIDIANVIDIA0
- 39Solaria-3, GladiaGladia0
- 40Amazon TranscribeAmazon0
- 41Gemini 3.5 TranscribeGoogle0
- 42Inkling (256K), Thinking MachinesThinking Machines0
- 43Soniox v5 AsyncSoniox0
- 44Whisper Large v3, OpenAIOpenAI0
- 45StepAudio 3 ASRStepFun0
- 46MAI-Transcribe-2Microsoft AI0
- 47Gemini 2.5 Flash, GoogleGoogle0.1
- 48Nova 2 Omni, AmazonAmazon0.1
- 49Gemini 2.5 Lite, GoogleGoogle0.1
- 50Speechmatics StandardSpeechmatics0.1
- 51Parakeet RNNT 1.1B, NVIDIANVIDIA0.1
- 52Parakeet TDT 0.6B V2, NVIDIANVIDIA0.1
- 53Raon SpeechKrafton0.1
- 54Gemma 4 12B, GoogleGoogle0.1
- 55Gradium Speech-to-TextGradium0.1
- 56Nova-3, DeepgramDeepgram0.1
- 57Qwen3.5 Omni FlashAlibaba0.1
- 58Chirp 2, GoogleGoogle0.1
- 59Rev AIRev AI0.1
- 60Qwen3 ASR Flash, AlibabaAlibaba0.1
- 61Cloud Speech-To-Text (Chirp), GoogleGoogle0.3
- 62WhisperXOpenAI—
- 63Qwen3 ASR 1.7BAlibaba—
- 64Gemini 3.1 Flash-Lite Preview (High)Google—
- 65Qwen3 ASR 0.6BAlibaba—
- 66Qwen3 Omni, AlibabaAlibaba—
- 67Gemini 3 Flash (Minimal), GoogleGoogle—
- 68Gemini 2.5 Pro (Low Budget Reasoning), GoogleGoogle—
- 69GPT Live Transcribe, OpenAIOpenAI—
- 70Distil-Whisper Large v2, Hugging FaceHugging Face—
- 71Modulate STT Streaming EnglishModulate—
有 46 个模型在已发布的精度下并列最优,这份榜单区分不了它们的先后。
越低越好
纯音乐
Elo · 20- 1Mureka V9Mureka1,177±17
- 2Suno V5.5Suno1,171±15
- 3Mureka V8Mureka1,143±13
- 4Suno V5Suno1,137±14
- 5StepAudio 3 MusicStepFun1,113±14
- 6Lyria 3 ProGoogle1,102±13
- 7Lyria 3.5Google1,085±14
- 8Suno V4.5Suno1,065±20
- 9MiniMax Music 2.6MiniMax1,063±13
- 10Eleven Music v2ElevenLabs1,050±14
- 11MiniMax Music 2.5+MiniMax1,035±14
- 12FUZZ-2.0 RawProducer.ai1,034±22
- 13FUZZ-1.1 ProProducer.ai1,014±22
- 14Eleven MusicElevenLabs1,002±22
- 15Lyria 2Google1,000±0
- 16FUZZ-2.0Producer.ai998±23
- 17Stable Audio 2.0Stability.ai958±27
- 18Sonauto V2.1Sonauto937±27
- 19Udio v1.5 AllegroUdio920±28
- 20MusicGenMeta846±34
Elo 846–1177
误差条重叠的模型,排名先后没有统计意义
带人声音乐
Elo · 17- 1Suno V5.5Suno1,160±14
- 2Mureka V9Mureka1,136±16
- 3Mureka V8Mureka1,129±13
- 4StepAudio 3 MusicStepFun1,092±15
- 5MiniMax Music 2.5+MiniMax1,084±13
- 6Suno V5Suno1,077±13
- 7Lyria 3 ProGoogle1,074±13
- 8MiniMax Music 2.6MiniMax1,071±13
- 9Lyria 3.5Google1,067±15
- 10Suno V4.5Suno1,062±18
- 11FUZZ-2.0Producer.ai1,051±18
- 12Eleven Music v2ElevenLabs1,047±14
- 13Eleven MusicElevenLabs1,022±19
- 14FUZZ-1.1 ProProducer.ai1,000±0
- 15FUZZ-2.0 RawProducer.ai1,000±19
- 16Sonauto V2.1Sonauto972±22
- 17Udio v1.5 AllegroUdio956±22
Elo 956–1160
误差条重叠的模型,排名先后没有统计意义