Moonvalley is an AI video company that builds its own model, Marey, for filmmakers and studios, with licensed training data as the heart of its pitch. Picasso IA is a curated catalog of 488 models across video, image, voice, music and 3D, with free credits to start, an API, an MCP server and an agent.
Picasso IA and Moonvalley both make video from a prompt or a still, and the overlap ends roughly there. Moonvalley is an AI video company built around one idea: a video model that filmmakers and studios can put into a production because of what it learned from. Its model is called Marey, and Moonvalley presents it as trained on licensed footage, with controls for camera movement, motion and pose that speak the language of a film set. Picasso IA is a different kind of product: 488 models from many labs, across twelve categories, with video sitting next to still images, voice, music, 3D, upscaling and editing, all behind one account.
If your production has to be able to say where its video model came from, because a client, a distributor or a legal team will ask, Moonvalley was built around that question and a broad mixed catalog was not. If you want to try a dozen video engines on the same shot, make the poster, the voiceover and the soundtrack in the same place, or call generation from code or from an assistant, Picasso IA was built around that instead.
Neither one is the cautious choice in every case, which is why this page does not hand out a winner. The sections below cover what the free side gives you, what paying changes, how each one generates, what each covers beyond video, and who should pick which. Where Moonvalley is better, and for a studio it is better in ways that matter, the page says so plainly and at length.
Eleven rows. The first seven are plain yes or no questions; the last four need a few words, because a tick cannot describe them honestly.
| Feature | Picasso IA | Moonvalley |
|---|---|---|
| Text-to-video generation | Yes | Yes |
| Image-to-video generation | Yes | Yes |
| Motion transfer from a reference video | Yes | Yes |
| Video model presented as trained on licensed footage | No | Yes |
| Text-to-image generation | Yes | No |
| 3D model generation | Yes | No |
| Drawn trajectory control for objects | No | Yes |
| Model catalog | 488 models, many labs | Its own video model, Marey |
| Training data stance | Differs by model | Licensed footage, the core pitch |
| Main audience | Anyone making media | Filmmakers and studios |
| Ways in | Toolkit, API, MCP, agent | The Moonvalley app and the routes it lists |
Picasso IA leads on 2 rows, Moonvalley leads on 2, and the other 7 come down to what you need.
The two rows Moonvalley wins are not small ones. For a production that needs a documented answer about training data, no amount of catalog breadth on our side changes the answer to that row, and if that describes your job, the rest of the table is background. Drawn trajectories matter just as much to a shot that depends on exactly where an object travels. What a row cannot show is how often a project needs a different engine from one shot to the next, which is the situation where the two rows on our side, and the breadth behind them, start to matter.
A new Picasso IA account starts with free credits that spend on the same models everyone else uses, so a first session can be a real test: a video model on a shot you actually need, a still from an image model, a voice track, a 3D mesh. Browse the full catalog and the collection without paying to see what each model produces before you spend anything, and open effects for one-click presets that skip the prompt entirely. The interface runs in English, Spanish, Portuguese, French, Arabic and Hindi.
Moonvalley has its own way in through the Moonvalley app, and what a new visitor can try for free, and how much of it, is Moonvalley's to publish and changes over time, so check its own site for the current offer rather than trusting a sentence written here. What is stable is the shape of the thing: you arrive at a video model made for filmmakers, not at a store of engines.
The honest split is about the question you are trying to answer. If it is whether a particular shot works across several video models, the free credits here let you run that comparison on day one. If it is whether a model built around licensed data and film-style controls fits how your team already works, the right test is Moonvalley's own app, and no catalog of ours can run that test for you.
On Picasso IA, paying buys credits, and credits are spent per generation at a cost that depends on the model and the settings you choose. A short clip from one video model and a long, high-resolution one from another do not cost the same, and the cost is shown before you run. Current plans and numbers live on the pricing page, kept there instead of in articles because plans change and a stale number helps nobody. Questions about any of it go to support.
On Moonvalley, paying is about access to its model and the production side of it. How its tiers are built and what each one includes is Moonvalley's to publish, and this page deliberately repeats none of it. A figure copied here would be out of date almost immediately, and a reader deciding where to put a production budget deserves the live version.
The practical way to decide is to be honest about how your work is shaped. Many different outputs across formats, with the freedom to switch engine when a shot fights back, suits a credit balance that follows you from model to model. A sustained project built around one model and its controls, inside a pipeline that has to be defensible, suits paying for access to that one model.
This is the section that earns the most space, because it is where the two products stop resembling each other, and where Moonvalley's strengths are most concrete.
Moonvalley makes a focused bet. It builds its own video model, Marey, and arranges the product around what a director of photography or a VFX supervisor asks for: placing the camera, directing how a subject moves, carrying a performance from a reference onto a new subject, drawing the path an object should travel. Moonvalley describes these as camera control, motion transfer, pose transfer and trajectory control, and describes the model as built for cinematic detail, motion and lighting. The training data is the other half of the bet. Moonvalley says the model learned from licensed footage, and for studios that is not a footnote, it is the reason to consider the product at all. A tool whose maker can speak to where its training material came from changes who is willing to approve it, and that is a real advantage no mixed catalog can copy by adding more models.
Picasso IA makes the opposite bet. It does not pick one video engine and build the workflow around it. It keeps a catalog of 488 models from many labs, and for video that means Veo 3.1, Kling v3, Seedance 2.0, Wan 3, Gen-4.5, Luma Ray and Hailuo 2.3, among others, each with its own look, its own strengths and its own page where you can use it directly. In the toolkit you pick the model yourself, write a prompt or attach files, and generate. When one engine handles a shot badly, the next one is one click away, and when a stronger model arrives it sits next to the old one. For motion transfer, Kling v3 Motion Control takes a character image and a reference video and maps the movement onto the character, which covers part of the same ground as Moonvalley's motion tools, though not its drawn trajectories or its camera panel, and we do not claim otherwise.
The cost of that breadth is provenance. Each model in the catalog comes from a different lab, with its own licence and its own account of how it was trained, and Picasso IA makes no single statement about training data that could cover all of them. That is an honest limit, and for a production that must answer the provenance question, it is a disqualifying one.
There is also the agent. Supercomputer is a chat where you describe the result you want in plain words: it plans the job, picks models from the catalog, renders the steps and shows you the result, and you steer it in the same conversation. It is a separate product from the toolkit, the place where you choose the model yourself. For a filmmaker it is a way to rough out a sequence quickly, see the creative agent for how it works. It is previs and exploration, not a guaranteed-provenance pipeline.
For video, both products generate from text and from a starting image. Moonvalley goes deep on one model with film-oriented controls. Picasso IA goes wide, so the same shot can be tried on several engines and a different engine can be chosen for a different job, a dialogue scene on one, a product shot on another. For work that leans on a recognizable cinematic language, the Runway comparison and the Google Veo comparison cover two engines that sit in the catalog.
For still images, Picasso IA offers text-to-image models such as FLUX 2 Pro, Seedream 5 Pro and nano banana pro, useful for concept frames, mood boards and posters. Moonvalley is a video product, and that is a fair description of its range, so a reader who wants stills should not expect them from it.
For audio, the catalog includes text-to-speech such as Speech 2.8 HD for narration and scratch dialogue, lipsync models such as Lipsync 2 Pro to match a voice to a face in a clip, and music models such as Lyria 2 for a score or a temp track. Moonvalley is built around picture, and what it offers for sound is for its own site to say.
For 3D, Hunyuan 3D 3.1 turns an image into a 3D model, an asset type that sits outside Moonvalley's scope. A short film or a trailer is where this breadth pays off: boards, shots, voice and score from one account, which the guide to AI short films and trailers walks through.
Picasso IA treats editing as its own category, and the tools accept files that did not start on our platform. Upscale a still with an image upscaler, remove a background from a frame or a product photo, raise the resolution of a finished clip with a video upscaler, or change something in an image with an edit-capable model such as nano banana pro while the rest stays untouched. The cost is visible before each run, so trying an upscaler on a real file is a cheap experiment.
Moonvalley's editing story is tied to its model: controls that shape the shot as it is generated, such as moving the camera, transferring a performance or steering an object along a path, rather than a general-purpose retouching bench. That is a strength for a director who wants to direct inside the generation, and it is a different job from cleaning up an arbitrary image.
Neither product is a full timeline editor or a color-grading suite, and a finished piece will go through real post-production in an editor either way. The difference is what you can do before that point. On our side, tidy a still, extract a subject, upscale a clip and drop it into your edit. On Moonvalley's, get a shot that was directed more precisely in the first place.
Speed on Picasso IA depends on the model. Fast image models return quickly, frontier video models take longer, and video is expensive to compute everywhere, so the cost and the wait both track the model you picked. The toolkit shows what you are about to spend before you run it.
How fast Moonvalley generates, and what limits apply to a given account, are numbers Moonvalley publishes and revises, so check its own pages for the current ones. This page quotes none of them.
Commercial use is where the two products differ most, and it deserves care on both sides. On Picasso IA, usage rights come from each model and the platform rules, so read the licence of the specific model you depend on and the platform terms before you ship something paid. On Moonvalley, the licensed-data positioning is meant to make that conversation easier for studios, and the terms that govern your own use of the output are Moonvalley's to state, so read them as you would any production contract. On both, nothing removes the need to check a generated shot for resemblance to a real person, a trademark or a distinctive existing work.
Eight reasons, four per side. If your shortlist is mostly about general-purpose video engines rather than a studio-grade specialist, the Kling AI comparison may match your decision better.
Choose Picasso IA instead when you want video next to image, voice, music and 3D under one account, would rather run the same shot across several engines than commit to one, need to call generation from an API or from an MCP-capable assistant, or want an agent that plans a multi-step job and picks the models for you.
Most people who try both end up using each for what it does well, so this is about adding a tool, not abandoning one. Nothing you have on Moonvalley is affected by trying Picasso IA, and the shots you care about stay where they are while you test.
For breadth, yes, and for provenance, no. If you want many video engines, plus image, voice, music and 3D, from one account, Picasso IA gives you that, and the toolkit, the API, the MCP server and the agent all reach the same catalog. If your production requires a video model presented as trained on licensed footage, with film-style controls, Moonvalley was built for that and a mixed catalog does not replace it.
Not as a promise that covers the catalog. The 488 models come from many labs, and each has its own licence and its own account of how it was trained. Picasso IA does not make a single statement about training data that applies to all of them. If your client or your legal team needs that guarantee for a production, Moonvalley's licensed-data model is the better fit, and the model page and its licence are the place to check anything else.
Partly. Kling v3 Motion Control takes a character image and a reference video, then maps the movement onto the character, and prompts on most video models can describe camera moves in words. What Picasso IA does not offer is a dedicated camera panel or drawn trajectories like the controls Moonvalley builds around its own model, so a shot that depends on precise path direction is better served there.
Yes, as long as the pieces fit your needs. You can generate shots with video models, boards and posters with image models, narration and a score with voice and music models, and plan the whole thing with the Supercomputer agent in a chat. See AI short films and trailers for a worked approach. It is a way to build a piece quickly from many tools, not a production pipeline with a documented chain of rights.
Picasso IA does: text-to-image, text-to-speech, lipsync, music and 3D generation sit in the same catalog as video. Moonvalley is a video product built around its own model and does not set out to cover those formats. A project that needs only video can be a perfect fit for it, and a project that needs the whole kit around the video is easier to run in one place on Picasso IA.
Yes. You create an API key in your account, send a request naming a model and its inputs, and get the generated file back, using the same models and credits as the toolkit, as described in one API for all models. MCP-capable clients such as Claude Desktop, Claude Code and Cursor can also generate video from the catalog inside a conversation through the MCP server.
This page quotes no prices for either product, because plans change and a number printed here would go stale. New Picasso IA accounts get free credits, and every generation costs credits that depend on the model and the settings, shown before you run it. Current details are on the pricing page. For Moonvalley, its own site is the source of what its tiers include today.
Check the terms on both before you ship something paid. On Picasso IA, check the licence of each model you use and the platform rules, since they can differ from model to model, and never assume a licence you have not read. On Moonvalley, read its terms for your plan and use case. On either one, review a generated shot for resemblance to a real person, a trademark or a distinctive existing work.
No. There is no partnership, no affiliate arrangement and no payment in either direction between Picasso IA and Moonvalley, or any other product named on these pages. Moonvalley appears here because people choosing between a broad video catalog and a licensed-data video specialist search for this comparison, and an honest answer is more useful to them than a sales pitch dressed up as one.
Yes, and for the right production it is the better one. It built a video model for filmmakers and studios, grounded it in licensed footage, and gave it controls that speak to how shots are actually directed, a combination that is hard to assemble from a general catalog. Its focus is both its strength and its boundary: the more your work looks like a studio pipeline with provenance requirements, the more it deserves a serious trial, and a reader who picks it for that reason has used this page well.
Whichever way you lean, the quickest answer is to test a real shot. Open the toolkit, spend the free credits on a scene you know well, and compare it with what you expect from a licensed-data workflow.
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