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1Gemini Omni 1.1 Flash Google81±2api $0.10/secai.google.dev ↗LMArena leaderboard datasetRapidata/world-model-physics published dataset-card rankingsRapidata/relative-camera-movement-human-preference-900k published dataset-card rankingsRapidata/image-to-video-realism published dataset-card rankingsTraining Object Permanence in World Models (WROP exam; arXiv:2609.28654v1)Datapoint Video Bench leaderboard (datapointai/text-to-video-human-preferences-326k dataset card)+1
2Wan 3.0 Prime Alibaba80±7*api $0.14/secwww.alibabacloud.com ↗Training Object Permanence in World Models (WROP exam; arXiv:2609.28654v1)
3Gemini Omni Flash Google80±2api $0.10/secai.google.dev ↗LMArena leaderboard datasetRapidata/world-model-physics published dataset-card rankingsSci-VBench: Evaluating Knowledge- and Reasoning-Intensive Video Generation in Science Domains
4Wan 3.0 Alibaba79±2api $0.10/secwww.alibabacloud.com ↗LMArena leaderboard datasetRapidata/world-model-physics published dataset-card rankingsRapidata/relative-camera-movement-human-preference-900k published dataset-card rankingsRapidata/image-to-video-realism published dataset-card rankingsDatapoint Video Bench leaderboard (datapointai/text-to-video-human-preferences-326k dataset card)Rapidata/camera-movement published dataset-card rankings
5Dreamina Seedance 2.0 ByteDance Seed79±1api $0.30/secfal.ai ↗LMArena leaderboard datasetWorldReasonBench: Human-Aligned Stress Testing of Video Generators as Future World-State Predictors (arXiv v1)Rapidata/world-model-physics published dataset-card rankingsSWITCH: Benchmarking Modeling and Handling of Tangible Interfaces in Long-horizon Embodied Scenarios (arXiv:2511.17649v5)VGI-Bench: Probing Visual Intelligence in Video Generation ModelsSci-VBench: Evaluating Knowledge- and Reasoning-Intensive Video Generation in Science Domains+3
6MiniMax H3 MiniMax78±1api $0.13/sec +local~40GBfal.ai ↗LMArena leaderboard datasetRapidata/world-model-physics published dataset-card rankingsRapidata/relative-camera-movement-human-preference-900k published dataset-card rankingsVGI-Bench: Probing Visual Intelligence in Video Generation ModelsRapidata/image-to-video-realism published dataset-card rankingsTraining Object Permanence in World Models (WROP exam; arXiv:2609.28654v1)+2
7Dreamina Seedance 2.5 ByteDance77±1api $0.30/secdocs.dev.runwayml.com ↗LMArena leaderboard datasetRapidata/world-model-physics published dataset-card rankingsRapidata/relative-camera-movement-human-preference-900k published dataset-card rankingsRapidata/image-to-video-realism published dataset-card rankingsTraining Object Permanence in World Models (WROP exam; arXiv:2609.28654v1)Datapoint Video Bench leaderboard (datapointai/text-to-video-human-preferences-326k dataset card)
8FLUX 3 Video Black Forest Labs77±2api $0.17/secdocs.bfl.ai ↗LMArena leaderboard datasetRapidata/world-model-physics published dataset-card rankingsRapidata/relative-camera-movement-human-preference-900k published dataset-card rankingsRapidata/image-to-video-realism published dataset-card rankingsDatapoint Video Bench leaderboard (datapointai/text-to-video-human-preferences-326k dataset card)Rapidata/camera-movement published dataset-card rankings
9HappyHorse 1.1 Alibaba76±3api $0.14/secwww.alibabacloud.com ↗Rapidata/relative-camera-movement-human-preference-900k published dataset-card rankingsRapidata/image-to-video-realism published dataset-card rankingsSci-VBench: Evaluating Knowledge- and Reasoning-Intensive Video Generation in Science DomainsDatapoint Video Bench leaderboard (datapointai/text-to-video-human-preferences-326k dataset card)Rapidata/camera-movement published dataset-card rankings
10MiniMax H3 Max MiniMax76±4*api $0.080/secplatform.minimax.io ↗Rapidata/relative-camera-movement-human-preference-900k published dataset-card rankingsRapidata/image-to-video-realism published dataset-card rankings
11Muse Video Meta76±2*comparison onlyLMArena leaderboard dataset
12Grok Imagine Video 1.5 xAI75±2api $0.080/secdocs.x.ai ↗LMArena leaderboard datasetRapidata/world-model-physics published dataset-card rankingsRapidata/relative-camera-movement-human-preference-900k published dataset-card rankingsRapidata/image-to-video-realism published dataset-card rankingsDatapoint Video Bench leaderboard (datapointai/text-to-video-human-preferences-326k dataset card)Rapidata/camera-movement published dataset-card rankings
13HiDream-O1-Video 1.0 HiDream75±3*comparison onlyLMArena leaderboard dataset
14Wan 2.2 I2V Flash Alibaba75±4*api $0.036/secwww.alibabacloud.com ↗Target-Bench: Can Video World Models Achieve Mapless Path Planning with Semantic Targets?
15HappyHorse 1.0 Alibaba-ATH73±2api $0.14/secreplicate.com ↗LMArena leaderboard datasetRapidata/world-model-physics published dataset-card rankingsMechVerse: Evaluating Physical Motion Consistency in Video Generation Models (arXiv:2605.14843v1)
16Wan 2.2 I2V Plus Alibaba71±5*api $0.10/secwww.alibabacloud.com ↗Target-Bench: Can Video World Models Achieve Mapless Path Planning with Semantic Targets?
17Grok Imagine Video xAI69±2api $0.050/secdocs.x.ai ↗LMArena leaderboard datasetRapidata/world-model-physics published dataset-card rankingsWhat-If World: A Causal Benchmark for General World Models in Embodied Scenarios (arXiv:2605.27589v1), Table 2Physics-IQ Verified
18Kling 3.0 Pro Kuaishou69±2api $0.11/secfal.ai ↗LMArena leaderboard datasetRapidata/world-model-physics published dataset-card rankingsRapidata/relative-camera-movement-human-preference-900k published dataset-card rankingsRapidata/image-to-video-realism published dataset-card rankingsDatapoint Video Bench leaderboard (datapointai/text-to-video-human-preferences-326k dataset card)Rapidata/camera-movement published dataset-card rankings
19Veo 3.1 Google69±1api $0.40/secai.google.dev ↗LMArena leaderboard datasetRapidata/world-model-physics published dataset-card rankingsTarget-Bench: Can Video World Models Achieve Mapless Path Planning with Semantic Targets?Rapidata/relative-camera-movement-human-preference-900k published dataset-card rankingsMindWorldBench: Evaluating Mental-State-to-Behavior Reasoning in Image-to-Video Generation (arXiv:2609.39147v1)Cosmos 3: Omnimodal World Models for Physical AI (arXiv:2606.02800v4)+11
20Sora 2 Pro OpenAI68±2*comparison onlyLMArena leaderboard datasetViGoR-Bench: How Far Are Visual Generative Models From Zero-Shot Visual Reasoners? (arXiv:2603.25823v1)
21Veo 3.1 Fast Google68±1api $0.10/secai.google.dev ↗LMArena leaderboard datasetWorldReasonBench: Human-Aligned Stress Testing of Video Generators as Future World-State Predictors (arXiv v1)Rapidata/world-model-physics published dataset-card rankingsTarget-Bench: Can Video World Models Achieve Mapless Path Planning with Semantic Targets?WorldJen: An End-to-End Multi-Dimensional Benchmark for Generative Video ModelsSci-VBench: Evaluating Knowledge- and Reasoning-Intensive Video Generation in Science Domains+1
22Kling 3.0 Kuaishou (Kling AI)68±4api $0.084/seckling.ai ↗SWITCH: Benchmarking Modeling and Handling of Tangible Interfaces in Long-horizon Embodied Scenarios (arXiv:2511.17649v5)VGI-Bench: Probing Visual Intelligence in Video Generation ModelsMechVerse: Evaluating Physical Motion Consistency in Video Generation Models (arXiv:2605.14843v1)
23Wan 2.7 Alibaba68±2api $0.10/secwww.alibabacloud.com ↗LMArena leaderboard datasetRapidata/world-model-physics published dataset-card rankingsSWITCH: Benchmarking Modeling and Handling of Tangible Interfaces in Long-horizon Embodied Scenarios (arXiv:2511.17649v5)VGI-Bench: Probing Visual Intelligence in Video Generation ModelsMechVerse: Evaluating Physical Motion Consistency in Video Generation Models (arXiv:2605.14843v1)
24Vidu Q3 Pro ShengShu (Vidu)65±2api $0.10/secplatform.vidu.com ↗LMArena leaderboard datasetRapidata/world-model-physics published dataset-card rankingsRapidata/relative-camera-movement-human-preference-900k published dataset-card rankingsRapidata/image-to-video-realism published dataset-card rankingsDatapoint Video Bench leaderboard (datapointai/text-to-video-human-preferences-326k dataset card)
25Veo 3 Fast Google65±2comparison onlyLMArena leaderboard datasetVideoVerse: Does Your T2V Generator Have World Model Capability to Synthesize Videos?VABench: A Comprehensive Benchmark for Audio-Video Generation (arXiv:2512.09299v2)
26Runway Aleph 2.0 Runway65±7*api $0.28/secdocs.dev.runwayml.com ↗Training Object Permanence in World Models (WROP exam; arXiv:2609.28654v1)
27Sora 2 OpenAI65±2comparison onlyLMArena leaderboard datasetWorldReasonBench: Human-Aligned Stress Testing of Video Generators as Future World-State Predictors (arXiv v1)Target-Bench: Can Video World Models Achieve Mapless Path Planning with Semantic Targets?VGI-Bench: Probing Visual Intelligence in Video Generation ModelsFrom Evaluation to Enhancement: Benchmarking and Improving Think-with-Video Reasoning for Video Generative Models (VWG-Bench)VideoVerse: Does Your T2V Generator Have World Model Capability to Synthesize Videos?+5
28Wan 2.6 Alibaba65±1api $0.10/secwww.alibabacloud.com ↗LMArena leaderboard datasetWorldReasonBench: Human-Aligned Stress Testing of Video Generators as Future World-State Predictors (arXiv v1)Rapidata/world-model-physics published dataset-card rankingsMindWorldBench: Evaluating Mental-State-to-Behavior Reasoning in Image-to-Video Generation (arXiv:2609.39147v1)Sci-VBench: Evaluating Knowledge- and Reasoning-Intensive Video Generation in Science DomainsHumanScore: Benchmarking Human Motions in Generated Videos
29Wan2.1-VACE-14B Alibaba65±7*comparison onlyTraining Object Permanence in World Models (WROP exam; arXiv:2609.28654v1)
30Veo 3 Google64±2comparison onlyLMArena leaderboard datasetPAI-Bench: A Comprehensive Benchmark For Physical AI (arXiv:2512.01989v1)ViGoR-Bench: How Far Are Visual Generative Models From Zero-Shot Visual Reasoners? (arXiv:2603.25823v1)
31Kling O3 Pro Kuaishou (Kling AI)64±4*api $0.11/secfal.ai ↗LMArena leaderboard datasetTraining Object Permanence in World Models (WROP exam; arXiv:2609.28654v1)
32Seedance 1.0 Pro Fast ByteDance62±11*api $0.049/secfal.ai ↗HumanScore: Benchmarking Human Motions in Generated Videos
33Wan 2.5 Preview Alibaba61±2api $0.10/secwww.alibabacloud.com ↗LMArena leaderboard datasetRapidata/world-model-physics published dataset-card rankingsTarget-Bench: Can Video World Models Achieve Mapless Path Planning with Semantic Targets?From Evaluation to Enhancement: Benchmarking and Improving Think-with-Video Reasoning for Video Generative Models (VWG-Bench)VABench: A Comprehensive Benchmark for Audio-Video Generation (arXiv:2512.09299v2)
34Kling 2.6 Pro Kuaishou (Kling AI)59±2api $0.070/secfal.ai ↗LMArena leaderboard datasetRapidata/world-model-physics published dataset-card rankingsWorldJen: An End-to-End Multi-Dimensional Benchmark for Generative Video Models
35PixVerse V5.6 PixVerse59±2api $0.045/secdocs.platform.pixverse.ai ↗LMArena leaderboard datasetRapidata/world-model-physics published dataset-card rankingsRapidata/relative-camera-movement-human-preference-900k published dataset-card rankingsRapidata/image-to-video-realism published dataset-card rankings
36Runway Gen-4.5 Runway58±2api $0.12/secdocs.dev.runwayml.com ↗LMArena leaderboard datasetVGI-Bench: Probing Visual Intelligence in Video Generation ModelsSWITCH: Benchmarking Modeling and Handling of Tangible Interfaces in Long-horizon Embodied Scenarios (arXiv:2511.17649v5)
37Wan 2.1 I2V Plus Alibaba58±5*api price unknownwww.alibabacloud.com ↗Target-Bench: Can Video World Models Achieve Mapless Path Planning with Semantic Targets?
38Cosmos3-Super NVIDIA58±4*†local~160GBhow to run › Cosmos 3: Omnimodal World Models for Physical AI (arXiv:2606.02800v4)
39Seedance 1.5 Pro ByteDance Seed58±2api $0.052/secfal.ai ↗LMArena leaderboard datasetRapidata/world-model-physics published dataset-card rankingsCosmos 3: Omnimodal World Models for Physical AI (arXiv:2606.02800v4)MindWorldBench: Evaluating Mental-State-to-Behavior Reasoning in Image-to-Video Generation (arXiv:2609.39147v1)What-If World: A Causal Benchmark for General World Models in Embodied Scenarios (arXiv:2605.27589v1), Table 2
40Kling 2.5 Turbo Pro Kuaishou57±2api $0.070/secfal.ai ↗LMArena leaderboard datasetFrom Evaluation to Enhancement: Benchmarking and Improving Think-with-Video Reasoning for Video Generative Models (VWG-Bench)V-ReasonBench: Toward Unified Reasoning Benchmark Suite for Video Generation ModelsHumanScore: Benchmarking Human Motions in Generated Videos
41Runway Aleph Runway56±5*comparison onlyLMArena leaderboard dataset
42Wan 2.2 I2V A14B Alibaba56±2api $0.080/sec +local~31GBfal.ai ↗WorldReasonBench: Human-Aligned Stress Testing of Video Generators as Future World-State Predictors (arXiv v1)CRONOS: Benchmarking Counterfactual Physical Consistency in Video Models (arXiv:2605.23699v1), Table 1PAI-Bench: A Comprehensive Benchmark For Physical AI (arXiv:2512.01989v1)MindWorldBench: Evaluating Mental-State-to-Behavior Reasoning in Image-to-Video Generation (arXiv:2609.39147v1)Cosmos 3: Omnimodal World Models for Physical AI (arXiv:2606.02800v4)VGI-Bench: Probing Visual Intelligence in Video Generation Models+2
43Seedance 1.0 Pro ByteDance Seed56±2api $0.052/secdocs.byteplus.com ↗LMArena leaderboard datasetViGoR-Bench: How Far Are Visual Generative Models From Zero-Shot Visual Reasoners? (arXiv:2603.25823v1)
44Kling O1 Pro Kuaishou (Kling AI)56±2*api $0.11/secreplicate.com ↗LMArena leaderboard dataset
45Wan 2.6 Flash Alibaba55±7*api $0.025/secwww.alibabacloud.com ↗From Evaluation to Enhancement: Benchmarking and Improving Think-with-Video Reasoning for Video Generative Models (VWG-Bench)
46P-Video Pruna55±2api $0.020/secreplicate.com ↗LMArena leaderboard datasetPhysics-IQ Verified
47Vidu Q2 Turbo ShengShu (Vidu)55±3*api $0.050/secfal.ai ↗LMArena leaderboard dataset
48Hailuo 2.3 MiniMax55±2api $0.047/secplatform.minimax.io ↗LMArena leaderboard datasetMindWorldBench: Evaluating Mental-State-to-Behavior Reasoning in Image-to-Video Generation (arXiv:2609.39147v1)
49Ray 3 Luma AI55±2comparison onlyLMArena leaderboard datasetHumanScore: Benchmarking Human Motions in Generated Videos
50Vidu Q3 Shengshu54±12*comparison onlyRapidata/camera-movement published dataset-card rankings
51Kling 2.1 Standard Kuaishou (Kling AI)54±3*api $0.050/secreplicate.com ↗LMArena leaderboard dataset
52Hailuo 02 MiniMax54±2api $0.047/secplatform.minimax.io ↗LMArena leaderboard datasetHumanScore: Benchmarking Human Motions in Generated VideosV-ReasonBench: Toward Unified Reasoning Benchmark Suite for Video Generation Models
53LTX-2.5 Lightricks53±6*api $0.12/sec +local~14GBdocs.ltx.io ↗Kandinsky 6.0 Video: Foundation Models for Synchronized Video and Audio Generation (arXiv:2610.05608v1)Datapoint Video Bench leaderboard (datapointai/text-to-video-human-preferences-326k dataset card)
54Vidu Q2 Pro ShengShu (Vidu)53±3*comparison onlyLMArena leaderboard dataset
55HunyuanVideo 1.5 (I2V) Tencent53±2api $0.075/sec +local~66GBfal.ai ↗WorldReasonBench: Human-Aligned Stress Testing of Video Generators as Future World-State Predictors (arXiv v1)MindWorldBench: Evaluating Mental-State-to-Behavior Reasoning in Image-to-Video Generation (arXiv:2609.39147v1)Cosmos 3: Omnimodal World Models for Physical AI (arXiv:2606.02800v4)VGI-Bench: Probing Visual Intelligence in Video Generation ModelsVideoArgus: Agentic Rubric-Grounded Unified Evaluation for Video Generation and Editing (arXiv:2608.05485v1)MechVerse: Evaluating Physical Motion Consistency in Video Generation Models (arXiv:2605.14843v1)+2
56Kling 2.1 Master Kuaishou (Kling AI)53±2*api $0.28/secreplicate.com ↗LMArena leaderboard dataset
57Kandinsky 5.0 Pro Sber52±2*api $0.040/sec +local~76GBfal.ai ↗LMArena leaderboard datasetHumanScore: Benchmarking Human Motions in Generated Videos
58HY-OmniWeaving Tencent52±4comparison onlyVideoArgus: Agentic Rubric-Grounded Unified Evaluation for Video Generation and Editing (arXiv:2608.05485v1)Training Object Permanence in World Models (WROP exam; arXiv:2609.28654v1)PhyGround: Benchmarking Physical Reasoning in Generative World Models (arXiv:2605.10806v1)
59HunyuanVideo 1.5 Tencent52±2api $0.075/sec +local~20GBfal.ai ↗LMArena leaderboard datasetCosmos 3: Omnimodal World Models for Physical AI (arXiv:2606.02800v4)WorldJen: An End-to-End Multi-Dimensional Benchmark for Generative Video ModelsVideoArgus: Agentic Rubric-Grounded Unified Evaluation for Video Generation and Editing (arXiv:2608.05485v1)Sci-VBench: Evaluating Knowledge- and Reasoning-Intensive Video Generation in Science DomainsHumanScore: Benchmarking Human Motions in Generated Videos
60Cosmos3-Nano NVIDIA52±3local~42GBhow to run › Cosmos 3: Omnimodal World Models for Physical AI (arXiv:2606.02800v4)Rapidata/relative-camera-movement-human-preference-900k published dataset-card rankingsRapidata/image-to-video-realism published dataset-card rankingsSci-VBench: Evaluating Knowledge- and Reasoning-Intensive Video Generation in Science DomainsPhysics-IQ Verified
61PixVerse 5.5 PixVerse52±10*api $0.060/secdocs.platform.pixverse.ai ↗HumanScore: Benchmarking Human Motions in Generated Videos
62Kling 1.6 (Pro mode) Kuaishou (Kling AI)52±4*comparison onlySkyReels-V2: Infinite-length Film Generative ModelSeaweed-7B: Cost-Effective Training of Video Generation Foundation Model
63LongCat-Video Meituan51±2api $0.040/sec +local~100GBfal.ai ↗WorldReasonBench: Human-Aligned Stress Testing of Video Generators as Future World-State Predictors (arXiv v1)MindWorldBench: Evaluating Mental-State-to-Behavior Reasoning in Image-to-Video Generation (arXiv:2609.39147v1)VideoArgus: Agentic Rubric-Grounded Unified Evaluation for Video Generation and Editing (arXiv:2608.05485v1)Sci-VBench: Evaluating Knowledge- and Reasoning-Intensive Video Generation in Science Domains
64Kandinsky 6.0 Video Lite Sber51±7*†local~34GBhow to run › Kandinsky 6.0 Video: Foundation Models for Synchronized Video and Audio Generation (arXiv:2610.05608v1)
65Seaweed-7B ByteDance Seed50±6*†comparison onlySeaweed-7B: Cost-Effective Training of Video Generation Foundation Model
66Luma Dream Machine 1.6 Luma AI50±7*comparison onlyWorldModelBench: Judging Video Generation Models As World Models
67Wan 2.2 A14B Alibaba50±2api $0.080/sec +local~31GBfal.ai ↗LMArena leaderboard datasetCosmos 3: Omnimodal World Models for Physical AI (arXiv:2606.02800v4)WorldJen: An End-to-End Multi-Dimensional Benchmark for Generative Video ModelsVideoVerse: Does Your T2V Generator Have World Model Capability to Synthesize Videos?VideoArgus: Agentic Rubric-Grounded Unified Evaluation for Video Generation and Editing (arXiv:2608.05485v1)
68Runway Gen-4 Runway50±4*comparison onlySkyReels-V2: Infinite-length Film Generative ModelMindWorldBench: Evaluating Mental-State-to-Behavior Reasoning in Image-to-Video Generation (arXiv:2609.39147v1)
69Veo 2 Google50±2comparison onlyLMArena leaderboard datasetSeaweed-7B: Cost-Effective Training of Video Generation Foundation Model
70LTX-2 Lightricks49±2local~120GBhow to run › LMArena leaderboard datasetWorldJen: An End-to-End Multi-Dimensional Benchmark for Generative Video ModelsPhyGround: Benchmarking Physical Reasoning in Generative World Models (arXiv:2605.10806v1)
71Open-Sora Plan v1.3 (T2V) Peking University (PKU-YuanGroup)49±7*local~24GBhow to run › WorldModelBench: Judging Video Generation Models As World Models
72Cosmos-1.0-Diffusion-7B-Video2World NVIDIA49±5*†comparison onlyCosmos World Foundation Model Platform for Physical AI (arXiv:2501.03575v3)
73Seedance 1.0 Lite ByteDance Seed48±2comparison onlyLMArena leaderboard datasetVABench: A Comprehensive Benchmark for Audio-Video Generation (arXiv:2512.09299v2)V-ReasonBench: Toward Unified Reasoning Benchmark Suite for Video Generation Models
74Cosmos-Predict2.5-2B NVIDIA48±2comparison onlyCosmos 3: Omnimodal World Models for Physical AI (arXiv:2606.02800v4)PAI-Bench: A Comprehensive Benchmark For Physical AI (arXiv:2512.01989v1)CRONOS: Benchmarking Counterfactual Physical Consistency in Video Models (arXiv:2605.23699v1), Table 1PhyGround: Benchmarking Physical Reasoning in Generative World Models (arXiv:2605.10806v1)
75Cosmos-Predict2-14B-Video2World NVIDIA48±8*comparison onlyPAI-Bench: A Comprehensive Benchmark For Physical AI (arXiv:2512.01989v1)
76MAGI-1 24B Sand AI48±4*comparison onlyPAI-Bench: A Comprehensive Benchmark For Physical AI (arXiv:2512.01989v1)
77Kandinsky 6.0 Video Pro Sber48±7*†local~109GBhow to run › Kandinsky 6.0 Video: Foundation Models for Synchronized Video and Audio Generation (arXiv:2610.05608v1)
78Wan2.1-I2V-14B-720P Alibaba48±4*comparison onlyPAI-Bench: A Comprehensive Benchmark For Physical AI (arXiv:2512.01989v1)
79Cosmos-Predict2-2B-Video2World NVIDIA48±8*comparison onlyPAI-Bench: A Comprehensive Benchmark For Physical AI (arXiv:2512.01989v1)
80Wan 2.1 14B Alibaba47±2api $0.24/sec +local~20GBreplicate.com ↗VideoPhy / VideoPhy-2 official repository leaderboardsSkyReels-V2: Infinite-length Film Generative ModelCosmos 3: Omnimodal World Models for Physical AI (arXiv:2606.02800v4)T2VPhysBench: A First-Principles Benchmark for Physical Consistency in Text-to-Video GenerationWan-AI/Wan2.1-T2V-14B model cardAlibaba Wan technical report (arXiv:2503.20314v2), VBench table (own models)
81Wan 2.2 TI2V 5B Alibaba47±2api price unknown +local~6.5GBfal.ai ↗Cosmos 3: Omnimodal World Models for Physical AI (arXiv:2606.02800v4)VABench: A Comprehensive Benchmark for Audio-Video Generation (arXiv:2512.09299v2)Target-Bench: Can Video World Models Achieve Mapless Path Planning with Semantic Targets?VideoArgus: Agentic Rubric-Grounded Unified Evaluation for Video Generation and Editing (arXiv:2608.05485v1)Sci-VBench: Evaluating Knowledge- and Reasoning-Intensive Video Generation in Science DomainsPAI-Bench: A Comprehensive Benchmark For Physical AI (arXiv:2512.01989v1)+3
82Kandinsky 5.0 T2V Lite Sber47±2*local~29GBhow to run › LMArena leaderboard dataset
83LTX-2 19B Distilled Lightricks47±8*api $0.020/sec +local~41GBreplicate.com ↗Sci-VBench: Evaluating Knowledge- and Reasoning-Intensive Video Generation in Science Domains
84Cosmos-Predict2.5-14B NVIDIA47±3comparison onlyCosmos 3: Omnimodal World Models for Physical AI (arXiv:2606.02800v4)CRONOS: Benchmarking Counterfactual Physical Consistency in Video Models (arXiv:2605.23699v1), Table 1PhyGround: Benchmarking Physical Reasoning in Generative World Models (arXiv:2605.10806v1)
85CogVideoX-5B-I2V Zhipu AI (THUDM)46±4local~13GBhow to run › MindWorldBench: Evaluating Mental-State-to-Behavior Reasoning in Image-to-Video Generation (arXiv:2609.39147v1)VideoArgus: Agentic Rubric-Grounded Unified Evaluation for Video Generation and Editing (arXiv:2608.05485v1)WorldModelBench: Judging Video Generation Models As World ModelsMechVerse: Evaluating Physical Motion Consistency in Video Generation Models (arXiv:2605.14843v1)
86Cosmos-1.0-Diffusion-7B-Text2World NVIDIA46±3local~30GBhow to run › VideoPhy / VideoPhy-2 official repository leaderboardsCosmos World Foundation Model Platform for Physical AI (arXiv:2501.03575v3)
87Hailuo 01 (MiniMax video-01 / I2V-01) MiniMax46±4*api $0.083/secfal.ai ↗SkyReels-V2: Infinite-length Film Generative Model
88Kling 1.6 (Standard mode) Kuaishou (Kling AI)45±5*comparison onlySkyReels-V2: Infinite-length Film Generative Model
89Step-Video-T2V StepFun45±7*comparison onlyVideoArgus: Agentic Rubric-Grounded Unified Evaluation for Video Generation and Editing (arXiv:2608.05485v1)
90HunyuanVideo-I2V Tencent45±4local~57GBhow to run › PAI-Bench: A Comprehensive Benchmark For Physical AI (arXiv:2512.01989v1)SkyReels-V2: Infinite-length Film Generative Model
91CogVideoX-5B Zhipu AI (THUDM)44±2api price unknown +local~13GBfal.ai ↗VideoPhy / VideoPhy-2 official repository leaderboardsGenAI-Arena (TIGER-Lab) text-to-video leaderboardVideoArgus: Agentic Rubric-Grounded Unified Evaluation for Video Generation and Editing (arXiv:2608.05485v1)WorldModelBench: Judging Video Generation Models As World ModelsHumanScore: Benchmarking Human Motions in Generated Videos
92Step-Video-TI2V StepFun44±7*comparison onlyVideoArgus: Agentic Rubric-Grounded Unified Evaluation for Video Generation and Editing (arXiv:2608.05485v1)
93Wan 2.1 I2V Turbo Alibaba43±7*api price unknownwww.alibabacloud.com ↗Target-Bench: Can Video World Models Achieve Mapless Path Planning with Semantic Targets?
94Ray 2 Luma AI43±2comparison onlyLMArena leaderboard datasetVideoPhy / VideoPhy-2 official repository leaderboardsSeaweed-7B: Cost-Effective Training of Video Generation Foundation Model
95Open-Sora 2.0 HPC-AI Tech42±5*local~55GBhow to run › VideoVerse: Does Your T2V Generator Have World Model Capability to Synthesize Videos?SkyReels-V2: Infinite-length Film Generative Model
96Pyramid Flow (SD3) Peking University / Kuaishou42±3*local~8GBhow to run › GenAI-Arena (TIGER-Lab) text-to-video leaderboard
97Luma Dream Machine 1.0 Luma AI42±7*comparison onlyChronoMagic-Bench: A Benchmark for Metamorphic Evaluation of Text-to-Time-lapse Video Generation
98Sora (original, 2024) OpenAI42±2comparison onlyLMArena leaderboard datasetLOVE: Benchmarking and Evaluating Text-to-Video Generation and Video-to-Text Interpretation (AIGVE-60K)Seaweed-7B: Cost-Effective Training of Video Generation Foundation ModelWan-AI/Wan2.1-T2V-14B model cardT2VPhysBench: A First-Principles Benchmark for Physical Consistency in Text-to-Video Generation
99Wan 2.1 T2V 1.3B Alibaba40±4api $0.040/sec +local~8.6GBreplicate.com ↗WorldJen: An End-to-End Multi-Dimensional Benchmark for Generative Video ModelsAlibaba Wan technical report (arXiv:2503.20314v2), VBench table (own models)Training-Free Efficient Video Generation via Dynamic Token Carving
100Mochi 1 Genmo40±2api price unknown +local~6.5GBreplicate.com ↗LMArena leaderboard datasetGenAI-Arena (TIGER-Lab) text-to-video leaderboardVideoPhy / VideoPhy-2 official repository leaderboardsWan-AI/Wan2.1-T2V-14B model cardT2VPhysBench: A First-Principles Benchmark for Physical Consistency in Text-to-Video GenerationWorldModelBench: Judging Video Generation Models As World Models
101Runway Gen-3 Alpha Runway40±3comparison onlyLOVE: Benchmarking and Evaluating Text-to-Video Generation and Video-to-Text Interpretation (AIGVE-60K)SkyReels-V2: Infinite-length Film Generative ModelSeaweed-7B: Cost-Effective Training of Video Generation Foundation Model
102Open-Sora Plan v1.3 (I2V) Peking University (PKU-YuanGroup)39±7*local~24GBhow to run › WorldModelBench: Judging Video Generation Models As World Models
103UniVideo Kuaishou (Kling AI)39±3*comparison onlyWorldReasonBench: Human-Aligned Stress Testing of Video Generators as Future World-State Predictors (arXiv v1)
104T2V-Turbo (MS) UC Santa Barbara39±6*†comparison onlyT2V-Turbo: Breaking the Quality Bottleneck of Video Consistency Model with Mixed Reward Feedback (arXiv:2405.18750v2)
105HunyuanVideo Tencent39±3api price unknown +local~28GBfal.ai ↗VideoPhy / VideoPhy-2 official repository leaderboardsSkyReels-V2: Infinite-length Film Generative ModelVideoVerse: Does Your T2V Generator Have World Model Capability to Synthesize Videos?Training-Free Efficient Video Generation via Dynamic Token Carving
106Pandora (world model) Maitrix.org (MBZUAI / UC San Diego)39±7*comparison onlyWorldModelBench: Judging Video Generation Models As World Models
107T2V-Turbo-v2 UC Santa Barbara38±5*api price unknown +local~9.4GBreplicate.com ↗T2V-Turbo-v2: Enhancing Video Generation Model Post-Training through Data, Reward, and Conditional Guidance Design (arXiv 2410.05677v3)WorldModelBench: Judging Video Generation Models As World Models
108Vidu 1.5 ShengShu (Vidu)38±3*comparison onlyLOVE: Benchmarking and Evaluating Text-to-Video Generation and Video-to-Text Interpretation (AIGVE-60K)
109T2V-Turbo (VC2) UC Santa Barbara38±3†local~9.4GBhow to run › GenAI-Arena (TIGER-Lab) text-to-video leaderboardT2V-Turbo: Breaking the Quality Bottleneck of Video Consistency Model with Mixed Reward Feedback (arXiv:2405.18750v2)T2V-Turbo-v2: Enhancing Video Generation Model Post-Training through Data, Reward, and Conditional Guidance Design (arXiv 2410.05677v3)
110Runway Gen-4 Turbo Runway37±3*api $0.050/secdocs.dev.runwayml.com ↗LMArena leaderboard dataset
111MAGI-1 4.5B Sand AI37±5*comparison onlyCRONOS: Benchmarking Counterfactual Physical Consistency in Video Models (arXiv:2605.23699v1), Table 1PAI-Bench: A Comprehensive Benchmark For Physical AI (arXiv:2512.01989v1)
112LTX-2.3 Lightricks36±3api $0.040/sec +local~34GBdocs.ltx.io ↗WorldReasonBench: Human-Aligned Stress Testing of Video Generators as Future World-State Predictors (arXiv v1)MindWorldBench: Evaluating Mental-State-to-Behavior Reasoning in Image-to-Video Generation (arXiv:2609.39147v1)Sci-VBench: Evaluating Knowledge- and Reasoning-Intensive Video Generation in Science DomainsPhyGround: Benchmarking Physical Reasoning in Generative World Models (arXiv:2605.10806v1)
113CogVideoX1.5-5B Zhipu AI (THUDM)36±2local~38GBhow to run › LOVE: Benchmarking and Evaluating Text-to-Video Generation and Video-to-Text Interpretation (AIGVE-60K)VideoVerse: Does Your T2V Generator Have World Model Capability to Synthesize Videos?VideoArgus: Agentic Rubric-Grounded Unified Evaluation for Video Generation and Editing (arXiv:2608.05485v1)SkyReels-V2: Infinite-length Film Generative ModelSci-VBench: Evaluating Knowledge- and Reasoning-Intensive Video Generation in Science Domains
114CogVideoX-2B Zhipu AI (THUDM)36±2local~5.3GBhow to run › VideoPhy / VideoPhy-2 official repository leaderboardsGenAI-Arena (TIGER-Lab) text-to-video leaderboardChronoMagic-Bench: A Benchmark for Metamorphic Evaluation of Text-to-Time-lapse Video Generation
115Pika 2.2 Pika36±2api $0.040/secfal.ai ↗LMArena leaderboard datasetT2VPhysBench: A First-Principles Benchmark for Physical Consistency in Text-to-Video GenerationHumanScore: Benchmarking Human Motions in Generated Videos
116Allegro Rhymes AI35±2local~9.3GBhow to run › GenAI-Arena (TIGER-Lab) text-to-video leaderboardLOVE: Benchmarking and Evaluating Text-to-Video Generation and Video-to-Text Interpretation (AIGVE-60K)
117Kling 1.0 Kuaishou (Kling AI)35±7*comparison onlyChronoMagic-Bench: A Benchmark for Metamorphic Evaluation of Text-to-Time-lapse Video Generation
118VideoCrafter2 Tencent AI Lab34±2local~9.4GBhow to run › VideoPhy / VideoPhy-2 official repository leaderboardsGenAI-Arena (TIGER-Lab) text-to-video leaderboardLOVE: Benchmarking and Evaluating Text-to-Video Generation and Video-to-Text Interpretation (AIGVE-60K)ChronoMagic-Bench: A Benchmark for Metamorphic Evaluation of Text-to-Time-lapse Video Generation
119Cosmos-1.0-Autoregressive-4B NVIDIA34±5*†comparison onlyCosmos World Foundation Model Platform for Physical AI (arXiv:2501.03575v3)
120Pika 1.0 Pika32±3comparison onlyVideoPhy / VideoPhy-2 official repository leaderboardsChronoMagic-Bench: A Benchmark for Metamorphic Evaluation of Text-to-Time-lapse Video Generation
121Open-Sora 1.1 HPC-AI Tech32±7*local~14GBhow to run › ChronoMagic-Bench: A Benchmark for Metamorphic Evaluation of Text-to-Time-lapse Video Generation
122LaVie (base T2V) Shanghai AI Lab (Vchitect)32±2local~4.9GBhow to run › GenAI-Arena (TIGER-Lab) text-to-video leaderboardLOVE: Benchmarking and Evaluating Text-to-Video Generation and Video-to-Text Interpretation (AIGVE-60K)VideoPhy / VideoPhy-2 official repository leaderboardsChronoMagic-Bench: A Benchmark for Metamorphic Evaluation of Text-to-Time-lapse Video Generation
123LTX-Video 0.9 (2B) Lightricks32±3*local~5.3GBhow to run › GenAI-Arena (TIGER-Lab) text-to-video leaderboard
124Cosmos-1.0-Autoregressive-5B-Video2World NVIDIA31±5*†comparison onlyCosmos World Foundation Model Platform for Physical AI (arXiv:2501.03575v3)
125NOVA-0.6B T2V BAAI29±3*local~9.3GBhow to run › LOVE: Benchmarking and Evaluating Text-to-Video Generation and Video-to-Text Interpretation (AIGVE-60K)
126ZeroScope v2 576w cerspense27±3local~7.9GBhow to run › VideoPhy / VideoPhy-2 official repository leaderboardsChronoMagic-Bench: A Benchmark for Metamorphic Evaluation of Text-to-Time-lapse Video GenerationFETV: A Benchmark for Fine-Grained Evaluation of Open-Domain Text-to-Video Generation (arXiv:2311.01813v3)
127Hotshot-XL Hotshot27±2local~10GBhow to run › EvalCrafter: original 2023 text-to-video evaluationsLOVE: Benchmarking and Evaluating Text-to-Video Generation and Video-to-Text Interpretation (AIGVE-60K)
128Lumiere (T2V) Google27±4*comparison onlyVideoPhy / VideoPhy-2 official repository leaderboards
129DynamiCrafter (1024) CUHK / Tencent AI Lab (DynamiCrafter)27±4*comparison onlyPAI-Bench: A Comprehensive Benchmark For Physical AI (arXiv:2512.01989v1)
130Open-Sora 1.2 HPC-AI Tech27±3local~39GBhow to run › GenAI-Arena (TIGER-Lab) text-to-video leaderboardWorldModelBench: Judging Video Generation Models As World ModelsChronoMagic-Bench: A Benchmark for Metamorphic Evaluation of Text-to-Time-lapse Video Generation
131Runway Gen-2 Runway27±2comparison onlyEvalCrafter: original 2023 text-to-video evaluationsVideoPhy / VideoPhy-2 official repository leaderboardsChronoMagic-Bench: A Benchmark for Metamorphic Evaluation of Text-to-Time-lapse Video Generation
132PikaLab (September 2023) Pika27±2comparison onlyEvalCrafter: original 2023 text-to-video evaluations
133VideoCrafter1 T2V Tencent AI Lab / HKUST26±2local~8.1GBhow to run › EvalCrafter: original 2023 text-to-video evaluations
134Show-1 Show Lab / NUS25±2local~83GBhow to run › EvalCrafter: original 2023 text-to-video evaluations
135LVDM (text-to-video) HKUST / Tencent AI Lab25±3*local~6.1GBhow to run › LOVE: Benchmarking and Evaluating Text-to-Video Generation and Video-to-Text Interpretation (AIGVE-60K)
136ModelScope T2V 1.7B Alibaba DAMO Academy25±2local~4.6GBhow to run › EvalCrafter: original 2023 text-to-video evaluationsGenAI-Arena (TIGER-Lab) text-to-video leaderboardLOVE: Benchmarking and Evaluating Text-to-Video Generation and Video-to-Text Interpretation (AIGVE-60K)FETV: A Benchmark for Fine-Grained Evaluation of Open-Domain Text-to-Video Generation (arXiv:2311.01813v3)ChronoMagic-Bench: A Benchmark for Metamorphic Evaluation of Text-to-Time-lapse Video Generation
137Floor33 Pictures (August 2023) Floor33 Pictures24±2comparison onlyEvalCrafter: original 2023 text-to-video evaluations
138ZeroScope v2 XL (576w → XL pipeline) cerspense24±2local~15GBhow to run › EvalCrafter: original 2023 text-to-video evaluations
139CogVideo 9B (original) Tsinghua / Zhipu23±7*local~52GBhow to run › FETV: A Benchmark for Fine-Grained Evaluation of Open-Domain Text-to-Video Generation (arXiv:2311.01813v3)
—AnimateDiff SD 1.5 v2 motion adapter AnimateDiff authorsno reviewed resultslocal~7.8GBhow to run ›
—Stable Video Diffusion (SVD, 14 frames) Stability AIno reviewed resultslocal~8GBhow to run ›
—Stable Video Diffusion XT (25 frames) Stability AIno reviewed resultslocal~8GBhow to run ›

Includes 46 comparison-only models with no verified API or download · hide them

142 of 142 catalogue models listed here · sources and licences

* new or thinly tested: ranked on too few benchmark results · † only the maker’s own numbers so far · ~RAM is estimated; full context may need more memory