Laying out the streets…STEP 1 OF 3

Dream-1 by Dream Labs · Office #56,376

Give new robots an AI brain without training from scratch

In the Building AI agents neighborhood (AI and agents). In town since 30 Oct 2026.

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What Tablif read on Dream-1 by Dream Labs's site

Dream-1 by Dream Labs describes itself as: “Zero-Shot to New Robots: Introducing Dream-1 | Dream Labs”

What it is

Calls itself “World Action Model”.

  • Calls itself: World Action Model
“Dream-1 is Dream Labs' World Action Model that gives compatible robots the ability to perform tasks without robot-specific training.”

Where it puts itself

Claims “first”. Rules out “safety-critical use”.

  • Superlative claim: first
  • Says it will not: safety-critical use
“Their report, above, shows Dream-1 is better, faster and cheaper: a new Pareto frontier for robot control. It scores above the next best models, Opus 5.5 and Gemini 4 Argon”
“This is one of the first reported zero-shot generalizations to completely unseen robot embodiments.”

What it costs

No free plan. Prices quoted: $2 per hour, $3 per hour, $3/hour.

  • Free plan: no
  • Price: $2 per hour · $3 per hour · $3/hour
“Running the model costs just $3 per hour for Dream-1 , or $2 per hour for Dream-1-flash.”
“Available in public research beta starting at $3/hour, plus a playground for trying real and simulated robots.”
“Available in public research beta starting at $3/hour”

How it runs

A API. Hosted in the cloud. Offers an API. AI is the core of the product.

  • Kind: api
  • Runs where: cloud / hosted
  • API: yes
  • AI role: core to the product
“…making Dream-1 available to people all around the world through a public API.”
“Connect a two-armed robot with parallel grippers to its API, provide camera observations and instructions, and Dream-1 generates the actions.”

What it works with

Names Dream Labs, Dream-1 and 6 more on its pages.

  • Names: Dream Labs · Dream-1 · DreamZero · +5
“Dream-1 is Dream Labs' World Action Model that gives compatible robots the ability to perform tasks without robot-specific training.”
“In February 2026, our team released DreamZero, the paper that introduced World Action Models 3 .”

What it offers as proof

In beta. Claims “10,000 units”. Funding: “$90M in seed funding”. Instant signup. Publishes docs and a careers page.

  • Stage: beta
  • Number claimed: 10,000 units
  • Funding: $90M in seed funding
  • Instant signup: yes
“Available in public research beta starting at $3/hour”
“Try out Dream API”

Sources

Tablif read these pages, last on 30 Oct 2026. Everything above is what the product says about itself; Tablif does not verify every claim.

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