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Scalaris Atlas

What Scalaris Atlas is
Scalaris Atlas turns a computer into a local host for AI models, serving them to compatible clients. It accepts OpenAI-compatible clients at localhost and offers routes for chat completions, embeddings, and model lists. Atlas includes Pulsar, and its model manager lets users install other models. The service runs on macOS, Linux, and Windows, and the maker says models are served locally without data leaving the machine. Egress is denied by default, and Atlas refuses non-loopback network bindings unless the user changes that setting. The maker also says it has no telemetry and does not phone home. Scalaris Toolbox handles installation and supervision. Configuration is kept in one TOML file, with settings reloaded when the file changes. Atlas implements only a strict subset of the OpenAI HTTP surface; unimplemented endpoints return a typed 501 response. If GPU memory is exhausted, it falls back to CPU only when `--allow-cpu` is enabled. Atlas has a free plan and API access.
Who it suits
Atlas suits people who use OpenAI-compatible clients and want to run models locally on macOS, Linux, or Windows.
What it does well
- Serves chat completion, embedding, and model-list routes.
- Includes Pulsar and supports installing other models.
- Network egress is denied by default.
- The maker says it has no telemetry.
- Configuration reloads when its TOML file changes.
What to know first
- The API implements only a subset of the OpenAI HTTP surface.
- Unimplemented API endpoints return a typed 501 response.
- CPU fallback requires enabling `--allow-cpu`.
- Installation and supervision use Scalaris Toolbox.
Limits
The API supports a strict subset of the OpenAI HTTP surface, and unimplemented endpoints return a typed 501 response. CPU fallback is available only when `--allow-cpu` is enabled.
Plans
| Plan | Billed and limits | Price |
|---|---|---|
| Free | Free forever · zero egress by default | Free |
As scalarislab.com lists them, read 8 Oct 2026. The maker's own page has the final word.
Getting started
- Visit the Scalaris website.
- Install Atlas through Scalaris Toolbox.
- Use Atlas’s model manager to install models as needed.
- Point an OpenAI-compatible client to localhost:8787.
- Enable `--allow-cpu` if you want CPU fallback when GPU memory is exhausted.
Verdict
Scalaris Atlas offers local model serving through an OpenAI-compatible API, with network restrictions enabled by default. Its limited API surface and conditional CPU fallback matter when choosing it for a client or machine.
Questions
How much does Scalaris Atlas cost?
Its Free plan costs nothing and is described as free forever.
Which operating systems does Atlas support?
Atlas supports macOS, Linux, and Windows.
How do compatible clients connect?
Point an OpenAI-compatible client to localhost:8787. Atlas exposes chat completion, embedding, and model-list routes.
Can I use models besides Pulsar?
Yes. Atlas includes Pulsar and has a model manager for installing other models.
Does Atlas send models or telemetry off the computer?
The maker says models are served locally, egress is denied by default, and Atlas has no telemetry or phone-home behavior.
How is Atlas installed?
Atlas is installed and supervised through Scalaris Toolbox.
Facts from Scalaris Atlas's own pages
- API compatibility
- Atlas accepts OpenAI-compatible clients at localhost and exposes chat completions, embeddings, and model-list routes. · scalarislab.com, 8 Oct 2026
- API limits
- Atlas exposes a strict subset of the OpenAI HTTP surface, and unimplemented endpoints return a typed 501 response. · scalarislab.com, 8 Oct 2026
- Configuration
- Atlas configuration is stored in one TOML file, and settings reload when that file changes. · scalarislab.com, 8 Oct 2026
- Installation
- Atlas is installed and supervised through Scalaris Toolbox. · scalarislab.com, 8 Oct 2026
- Integration
- The maker says to point an OpenAI-compatible client at localhost:8787 to integrate Atlas. · scalarislab.com, 8 Oct 2026
- Intended users
- Atlas is for people using OpenAI-compatible clients who want to run AI models locally. · scalarislab.com, 8 Oct 2026
- Local processing
- The maker says models are served locally and nothing leaves the machine. · scalarislab.com, 8 Oct 2026
- Model support
- Atlas includes Pulsar and lets users install their own models through its model manager. · scalarislab.com, 8 Oct 2026
- Network controls
- Egress is denied by default, and Atlas refuses non-loopback binds unless the user explicitly changes the setting. · scalarislab.com, 8 Oct 2026
- Resource handling
- When GPU memory is exhausted, Atlas falls back to CPU only if the user enables --allow-cpu. · scalarislab.com, 8 Oct 2026
- Telemetry
- The maker says Atlas has no telemetry and does not phone home. · scalarislab.com, 8 Oct 2026
- What it does
- Atlas turns a computer into a private AI host that serves local models to compatible clients. · scalarislab.com, 8 Oct 2026
Where Scalaris Atlas stands on Freedom251
- AI Computer Use Agents#12 of 24