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Dreamscale Labs

● Identity checked

Code · Vendor site 2026-10-04

Dreamscale Labs hosts cloud inference for robot foundation models such as NVIDIA DreamZero and MolmoAct2 so robotics teams can run brains remotely without local GPUs. The company optimizes models, kernels, and networking to cut tail latency and support multiple robots per GPU.

Updated 2026-10-04View sources
Official website
Category
Code
Free access
Not confirmed; go-to-market is demo-driven rather than self-serve checkout.
API access
Not confirmed on the marketing site; engagement starts through scheduling a demo.

Is Dreamscale Labs right for you?

A good fit for

Robotics teams experimenting with frontier vision-language-action models who need low-latency cloud inference.

Before you choose

No public pricing page; compute is sold through sales conversations and custom deployments.

Cloud robot model inference

Dreamscale Labs runs optimized robot policy models in the cloud, targeting lower tail latency and higher robot density per GPU than generic hosting.

What it can do

Features & capabilities

Unknown is different from unavailable. Each fact carries its own evidence.

CapabilityValueEvidenceChecked
DreamZero hostingHomepage cites real-time DreamZero 14B inference with 320 ms latency on optimized cloud hardware.Facts sourced2026-10-04
Multi-robot densityMarketing claims 8+ robots running concurrently on a single H100.Facts sourced2026-10-04
Bring your modelSite offers onboarding custom checkpoints fine-tuned for specific robots and tasks.Facts sourced2026-10-04

Understand the total cost

Dreamscale Labs pricing & plans

Pricing

Not listed

Official monthly price not confirmed

API
Not confirmed on the marketing site; engagement starts through scheduling a demo.
Explore pricing & history

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The practical questions

Frequently asked questions

What is Dreamscale Labs used for?

Dreamscale Labs hosts cloud inference for robot foundation models such as NVIDIA DreamZero and MolmoAct2 so robotics teams can run brains remotely without local GPUs. The company optimizes models, kernels, and networking to cut tail latency and support multiple robots per GPU.

Does Dreamscale Labs have a free plan?

Not confirmed; go-to-market is demo-driven rather than self-serve checkout.. This record does not confirm an ongoing free plan.

How much does Dreamscale Labs cost?

A listed monthly price has not been confirmed. See the plan cards for entitlements, billing commitments and seat minimums.

Can I use Dreamscale Labs through an API?

Not confirmed on the marketing site; engagement starts through scheduling a demo.. API access and subscription access may have different terms; consult the linked sources.

What should I check before choosing it?

No public pricing page; compute is sold through sales conversations and custom deployments.

Price history

No retained pricing changes yet. A current price alone does not establish a historical trend.

How this profile is supported

Facts apply to the named version and check date. Send a sourced correction if something changed.