Gimlet Cloud
Managed inference API for agentic AI workloads across heterogeneous hardware
- Tool type
- Managed inference cloud for agents
- Made for
- Developers and enterprises running agent workloads
- Runs on
- Gimlet managed cloud or own data center
- Runs on Gimlet's infrastructure or deployed into a customer's own data center; accessed through a web waitlist flow.
What it does
Gimlet Cloud provides serverless inference for AI agents. Teams can run anything from simple agents to multi-agent systems with custom logic and data sources, import existing agentic pipelines, and chain models with non-model stages such as search. The platform handles scheduling, orchestration, and optimization.
It is offered as a managed inference API running on Gimlet's infrastructure, or the same stack can be deployed into a customer's own data center. Gimlet models agent workloads as multi-stage graphs and maps phases such as prefill and decode onto different hardware types, including GPUs and Cerebras wafer-scale systems. The company describes 3-10x higher interactivity at a given throughput target; these are vendor claims.
Gimlet Cloud suits developers and enterprises building agentic or multi-step applications, and frontier labs running large-scale inference. Access runs through a waitlist and request-access flow. Pricing, a supported model list, and general availability are not published, so buyers should confirm those details with Gimlet directly.
What it can do
- Build and run custom agents combining LLMs, multimodal and diffusion models, code sandboxes, and remote filesystems
- Run agent workloads as multi-stage graphs at scale
- Managed inference API running on Gimlet infrastructure
- Self-hosted deployment of the same stack into your own data center
- Multi-silicon scheduling that maps inference phases to GPUs, CPUs, and accelerators
- Import existing agentic pipelines and chain models with non-model stages such as search
Works with
- Cerebras (hardware partnership, CS-3/CS-4 accelerators)
Before you choose
- Pricing is not published; contact Gimlet or join the waitlist to learn costs.
- Performance figures such as 3-10x interactivity and up to 3,000 tokens per second are company claims, and the Cerebras-powered datacenter is expected later in the year.
- Access appears to be waitlist-based; confirm availability before planning production use.
Listed under
Get started
Sign-up is through a waitlist; general availability not explicitly confirmed in sources.
- Request access or join the waitlist at app.gimletlabs.ai/waitlist.
- Deploy agent workloads through the managed inference API, or contact the team about deploying into your own data center.
Plans and prices
Sign up for the waitlist or contact Gimlet to confirm pricing and billing terms.
We couldn’t find published prices for Gimlet Cloud.
Sources for this overview
Product pages, documentation, and pricing checked 29 Oct 2026. Each source supports part of the overview; availability and prices can change.
- Gimlet ↗gimlet.ai
- Scaling low-latency inference with Gimlet Cloud and Cerebras | Gimlet Blog ↗gimletlabs.ai
- Gimlet Labs ↗gimletlabs.ai
- About Us | Gimlet Labs ↗gimletlabs.ai
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Last checked 29 Oct 2026. Every field keeps its source and date; unknown means we couldn’t confirm it.