World models, compared.

Capabilities, hourly prices, access, and published benchmarks for 27 models.

27 models4 categories15 pricesReviewed Oct 15, 2026Methodology

Provider-sourced specifications and prices. Elo scores link to external evaluations. Sources & methodology

Model comparison

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+Model / ProviderCategory / ControlsPrice ($/hr)Video EloResolutionFrame rateAccessDetails
VivaSequencerContinuous videoLive prompts · Image input$40.00 /hrActive stream timeNot rated1344 × 76824 fps outputHosted API · request accessView
H3 Max DirectorfalContinuous videoLive prompts · First / last frame$288.00 /hrGenerated video · 768pNot rated768p; 1080p optionNot publishedPublic APIView
H3 Maxfal / MiniMaxVideo clipsText to video · Image to video$288.00 /hrGenerated video · 768p1124 ±17AA I2V v1.1 · audio480p / 768p; refined 1080pNot publishedPublic APIView
H3 Max Turbofal / MiniMaxVideo clipsImage to video · Native audio$144.00 /hrGenerated video · 768pNot rated480p / 768p / 1080p optionsNot publishedPublic APIView
MiniMax H3MiniMax (via fal)Video clipsText to video · Native audio$216.00 /hrGenerated video · 768p1141 ±17AA I2V v1.1 · audio480p / 768p / 2K / 4K optionsNot publishedPublic APIView
Fast H3ReactorContinuous videoText prompts · First / last frame$126.00 /hrReserved GPU session time, including idle timeNot rated1344 × 768 (16:9)24 fps outputPublic APIView
Fast H3 OmniReactorContinuous videoImage / audio references · First / last frame$45.00 /hrReserved GPU session time, including idle timeNot rated1344 × 768 (16:9); other aspect ratios supported24 fps outputPublic APIView
H3 Reference Turbo RealtimeReactorContinuous videoUp to 9 image references · Up to 3 audio references$126.00 /hrReserved GPU session time, including idle timeNot rated1344 × 768 (16:9); other aspect ratios supportedNot publishedPublic APIView
Odyssey-2 ProOdysseyContinuous videoLive text actions · Scripted simulation timelinesNot verifiedSee source notesNot ratedNot published20, inferred from the official 50 ms per-frame statementPublic developer APIView
Genie 3Google DeepMindInteractive worldsWorld sketching · NavigationNot verifiedSee source notesNot rated720p20–24, provider-reportedExperimental Project Genie web app; public API not verifiedView
Happy OysterAlibaba Cloud Model Studio (Bailian)Interactive worldsHeld movement · Look$100.08 /hrReactor reserved session wall-clock timeNot ratedAdventure 720p; Directing 480p or 720pNot publishedHosted API and playground through ReactorView
LingBot World 2Ant GroupInteractive worldsTwo-axis WASD · Arrow-key look$25.20 /hrReactor reserved session wall-clock timeNot rated1664 × 960 delivered on Reactor48 delivered on Reactor…Hosted API and playground through ReactorView
LingBotAnt GroupInteractive worldsWASD movement · Look controls$18.00 /hrReactor reserved session wall-clock timeNot rated1664 × 960 on Reactor16 on ReactorHosted API and playground through ReactorView
HeliosByteDance (as credited by Reactor)Continuous videoLive and scheduled prompts · Reference image changes$6.12 /hrReactor reserved session wall-clock timeNot rated640 × 384 native on Reactor…Hosted output rate not specified…Reactor hosted API; research code and weights available separatelyView
LongLive 2NVIDIA / research collaboratorsContinuous videoLive text shots · Hard cuts$6.12 /hrReactor reserved session wall-clock timeNot rated1280 × 704 on Reactor24 playback fps on ReactorReactor hosted API; NVlabs research implementationView
Orbis StableViskoContinuous videoLive prompts · Starting image$34.92 /hrReactor reserved session wall-clock timeNot rated832 × 480 generated; optional 1080p, 2K and 4K upscaling18 on ReactorHosted API through ReactorView
Orbis DynamicViskoContinuous videoLive prompts · Starting image$75.24 /hrReactor reserved session wall-clock timeNot rated832 × 480 generated; optional 1080p, 2K and 4K upscaling18 on ReactorHosted API through ReactorView
Oasis 3DecartInteractive worldsSteering and physical control signals · Scenario promptsNot verifiedSee source notesNot ratedNot publishedNot publishedAPI and preview; commercial access through providerView
Waypoint-1.5OverworldInteractive worldsReal-time world exploration · Local runtimeNot verifiedSee source notesNot rated360p and 720p model tiersUp to 60, provider-reported and hardware-dependentLocal Biome runtime and Overworld.streamView
Matrix-Game 3.0Skywork AIInteractive worldsInput image · Text promptNot verifiedSee source notesNot rated1280 × 704 example configuration, marketed as 720pUp to 40, author-reported optimized configuration…Open code and 5B weights; self-hostedView
Matrix-Game 3.5Riemann Dynamics / research authorsInteractive worldsAnchor image · Camera trajectoryNot verifiedSee source notesNot rated1280 × 704 example configuration, marketed as 720pNot publishedOpen first- and third-person base weights and first-person distilled checkpointView
HY-World 1.5 (WorldPlay)Tencent HunyuanInteractive worldsKeyboard and mouse actions · Camera trajectoriesNot verifiedSee source notesNot rated480p released image-to-video checkpoints24, author-reported configuration-dependent streaming speedOpen research code and checkpoints; hosted demoView
GWM Worlds 2RunwayInteractive worldsFree-form subject and scene actions · Camera motionNot verifiedSee source notesNot rated720p24, provider-reported live generationResearch previewView
GWM-1 WorldsRunwayInteractive worldsStarting scene · Camera actionsNot verifiedSee source notesNot rated720p stated for the GWM-1 familyNot publishedEarly-access request for world simulationView
MarbleWorld Labs3D worldsText and multimodal inputs · Chisel layoutNot verifiedHourly rate unverifiedNot rated3D assets; not comparable to a fixed video rasterRenderer-dependent; not a generated-video fps metricPublic web app and World APIView
AtlasWorld Labs3D worldsCamera paths · Text, images, video and 3D contextNot verifiedHourly rate unverifiedNot ratedUp to 1440p camera-conditioned video, provider-reportedNot publishedResearch announcement; access-dependent beta productsView
HY-World 2.0Tencent Hunyuan3D worldsText and image world generation · Multi-view and video reconstructionNot verifiedHourly rate unverifiedNot rated3D assets; reconstruction resolution variesRenderer-dependent; not a generated-video fps metricOpen code and model components; hosted scene productView

All rates are USD/hr. Billing labels distinguish session time from generated video. Elo: Artificial Analysis I2V v1.1 with audio. Elo methodology

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