Dreamscale Labs (YC F26) is building the real-time cloud inference platform for robotics. We serve frontier physical AI models (e.g. VLAs, WAMs) over the cloud with ultra-low latency. Instead of purchasing expensive GPUs, you can run large SOTA models using on-demand cloud inference!
We started working on Dreamscale because of one observation: frontier physical AI models becoming more compute-intensive to run, while robots are bottlenecked by small on-board GPUs. It's a painful process to quantize and distill these large models to fit on these GPUs, and you lose quality in the process. Using existing cloud providers means you still have the load the weights and write up an inference server for each new model you want to try.
Dreamscale is an inference API that lets you easily run the best robot AI models over the cloud, with real-time latency. It's as simple as:
Choose the model
Choose the target robot
Write the instruction, and run it!
We achieve <100ms end-to-end latency for many models, with a flat hourly-based pricing.
As the state-of-the-art keeps moving rapidly in Physical AI, we felt there was a need for deployment, research and evaluation companies to have an easy way to use and experiment with the latest physical AI models.
What's one model that you'd like to run on your robot?
About Dreamscale Labs on Product Hunt
“Run the best robot AI models over the cloud”
Dreamscale Labs launched on Product Hunt on October 15th, 2026 and earned 80 upvotes and 6 comments, placing #23 on the daily leaderboard. Dreamscale Labs (YC F26) is building the real-time cloud inference platform for robotics. We serve frontier physical AI models (e.g. VLAs, WAMs) over the cloud with ultra-low latency. Instead of purchasing expensive GPUs, you can run large SOTA models using on-demand cloud inference!
On the analytics side, Dreamscale Labs competes within API, Robots and Artificial Intelligence — topics that collectively have 590.7k followers on Product Hunt. The dashboard above tracks how Dreamscale Labs performed against the three products that launched closest to it on the same day.
Who hunted Dreamscale Labs?
Dreamscale Labs was hunted by Garry Tan. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of Dreamscale Labs including community comment highlights and product details, visit the product overview.
Garry Tan
Hey Product Hunt 👋
We started working on Dreamscale because of one observation: frontier physical AI models becoming more compute-intensive to run, while robots are bottlenecked by small on-board GPUs. It's a painful process to quantize and distill these large models to fit on these GPUs, and you lose quality in the process. Using existing cloud providers means you still have the load the weights and write up an inference server for each new model you want to try.
Dreamscale is an inference API that lets you easily run the best robot AI models over the cloud, with real-time latency. It's as simple as:
Choose the model
Choose the target robot
Write the instruction, and run it!
We achieve <100ms end-to-end latency for many models, with a flat hourly-based pricing.
As the state-of-the-art keeps moving rapidly in Physical AI, we felt there was a need for deployment, research and evaluation companies to have an easy way to use and experiment with the latest physical AI models.
What's one model that you'd like to run on your robot?