Visko Orbis
Real-time interactive long-video generation model that streams living worlds with persistent memory and physics-grounded 4K/24fps output.
Updated 2026-09-02
Yes. Visko Orbis is free to use.
Listed pricing: Free public demos; API access via Reactor (contact for enterprise).
Overview
Visko Orbis is a real-time video generation system that produces interactive, long-form streams of simulated worlds. It maintains persistent state across sessions, supports mid-stream prompt changes, and renders at 4K/24fps with explicit physics constraints.
The model targets researchers, simulation developers, and media teams that need controllable, memory-aware video rather than short clips. Its September 2026 launch coincided with a $10M pre-seed round and early coverage in arXiv and industry outlets.
Unlike one-shot text-to-video tools, Orbis streams continuously and remembers prior scene elements, enabling extended interactive sequences without regeneration from scratch.
Is Visko Orbis free?
Yes. Visko Orbis is free to use.
What the free tier covers: Free public demos available.
Listed pricing: Free public demos; API access via Reactor (contact for enterprise).
Pricing on this page has not been re-verified. The entry was last edited on , and no separate pricing check has been run since. Treat the figures as a record of what was published then and confirm on the official site.
What the free tier leaves out
Read straight off the plan list below. Vendors move features between tiers, so check the current split before you pay.
- Reactor API Contact for pricing Enterprise integration and higher-rate access
Visko Orbis pricing
| Plan | Price | What's included |
|---|---|---|
| Public Demo | Free | Limited public access for testing and experimentation |
| Reactor API | Contact for pricing | Enterprise integration and higher-rate access |
Limited public access for testing and experimentation
Enterprise integration and higher-rate access
One plan carries no published number: Reactor API, recorded as “Contact for pricing”. Nothing is estimated in its place. The vendor's own pricing page is the only source for those figures.
Pricing on this page has not been re-verified. The entry was last edited on , and no separate pricing check has been run since. Treat the figures as a record of what was published then and confirm on the official site.
Is Visko Orbis worth it?
You can test that on the free tier before paying anything. The recorded trade-offs are listed below, and any one of them can settle the question on its own.
The 8.2/10 AI Score is an editorial read of published capability, price and shipping pace. Nobody here has hands-on hours with Visko Orbis. How we verify.
Worth it if
The strengths recorded against this entry.
- Supports extended interactive sessions with memory
- Physics constraints reduce common motion artifacts
- 4K/24fps real-time output documented in launch materials
- Early funding signals sustained development
Not worth it if
Any one of these blocks your use case.
- API pricing and rate limits not publicly listed
- Still early-stage with limited third-party benchmarks
- Requires significant compute for full-resolution streaming
Key features
Persistent memory
Maintains scene state across prompt changes and extended sessions, allowing coherent long-form output without resets.
Real-time interaction
Accepts live prompt updates while the video stream continues, supporting dynamic world editing during playback.
Physics-grounded rendering
Enforces physical constraints at 4K/24fps, producing more stable motion and object interactions than purely generative approaches.
How it compares
| Tool | Best for | Pricing | Score |
|---|---|---|---|
| Visko Orbis | — | Free public demos; API access via Reactor (contact for enterprise) | 8.2/10 |
| Runway | Filmmakers, advertisers, and content creators who need cinematic AI video with realistic motion and fine-grained creative control. | Free tier + Standard $12/mo + Pro $28/mo + Max $76/mo + Enterprise contact sales | 9.3/10 |
| Veo 3 | Filmmakers, content creators, and marketing teams who need production-quality cinematic video with synced audio, without a production budget. | Free via Gemini + Vertex AI pay-per-use | 9.1/10 |
| Seedance 2.0 | Video creators and developers who need short AI-generated clips with synchronized audio, lip-sync, and cinematic camera control. | Free daily credits (Dreamina) + paid ~$15-$70/mo; API from ~$0.08/s | 9/10 |
Compare head-to-head
Comparison explorer Put Visko Orbis up against any three tools Opens with Visko Orbis already loaded. Add up to three more from the full index and read pricing, features, pros and cons in one table. →Related reading
Three Gemini Flash Models Add Agentic Video
Google launched agentic video understanding on Sep 01, 2026 for three Gemini Flash models, cutting tokens up to 88% and costs up to 66% on long-form video
Automated researchers mitigate alignment failures
Anthropic's report details how an automated loop closed substantial portions of safety gaps on ten alignment failures using 15,000 times fewer examples than
Reward Hacking Explained Through Hacker-Opus
Anthropic's August 2026 paper trains an Opus-class model on vulnerable environments and records 40 percent reward hacking plus simulated cyberattacks. The
Ready to try Visko Orbis?
Head to the official site to start with Visko Orbis — pricing and plans are listed above.
Visit Visko Orbis


