What is the best alternative to Aleph Alpha for companies?

For companies that want governed access to Claude, GPT and open models without running a platform, Standard Compute is a managed alternative: a Europe rule, zero data retention, Entra SSO, budgets per key and an audit log, set self-serve.

What happens to Aleph Alpha after the Cohere deal?

Aleph Alpha says it signed a binding business combination agreement with Cohere on 16 September 2026, that the combined company will operate under the Cohere name, and that details on integration and products will follow. Closing needs regulatory approval.

Does Standard Compute train on our data?

Standard Compute never trains on your prompts or outputs, and with a region rule or zero retention turned on, every request goes only to providers that commit not to train on it.

Does it work with Microsoft Entra ID?

Yes. The dashboard takes Microsoft Entra ID or any SAML identity provider, and employees sign in to Claude Desktop and Claude Code with their Microsoft work account, with access following your Entra groups through SCIM.

EnterpriseAlternatives

Enterprise alternative to Aleph Alpha

Standard Compute is the enterprise alternative to Aleph Alpha for companies that want sovereign-grade controls without running an AI platform themselves. It is a managed gateway to Claude, GPT, Gemini and open models that routes each step to the cheapest model that can do it and the cheapest provider fast enough to serve it, with a Europe rule, zero data retention, Microsoft Entra sign-in, a budget for every person and app and an audit log, all set self-serve.

Aleph Alpha offers its platform on-premise, air-gapped or as sovereign SaaS, and on 16 September 2026 signed an agreement to combine with Cohere under the Cohere name. Companies look further when they want published prices, a self-serve start, or a clear product roadmap while the combination closes.

Create a company workspaceor write to contact@standardcompute.com

Aleph Alpha next to Standard Compute

Each row can be checked against the vendor's own pages. Aleph Alpha's facts are linked in the sources at the end of this page, and anything Aleph Alpha does not publish is marked "Not stated". Ours are on security, pricing and the enterprise overview.

Question	Aleph Alpha	Standard Compute
Price model	Aleph Alpha: Not stated.	Standard Compute: A flat monthly plan per person or app key, with a fixed budget that never overruns, and Stripe invoices with your company name and VAT number. Plans are on pricing.
Deployment	Aleph Alpha: On-premise, air-gapped or sovereign SaaS; the self-hosted platform installs with Helm, and a managed version runs on STACKIT.	Standard Compute: Managed service; nothing to host. Create a company workspace and start the same day.
Models	Aleph Alpha: Its own open-weights model Kolibri, plus external OpenAI-compatible APIs you connect as backends.	Standard Compute: Claude, GPT, Gemini and open models such as GLM, DeepSeek and MiniMax through one API.
Routing	Aleph Alpha: The platform deploys, routes and scales models. Routing each step to the cheapest capable model: not stated.	Standard Compute: Each step goes to the cheapest model that can do it and the cheapest provider fast enough to serve it.
Processing location	Aleph Alpha: The SaaS offering is hosted on German infrastructure; self-hosted runs where you deploy it.	Standard Compute: A Europe rule for the company, a team or a key. Every request, including retries and fallbacks, is served only by approved European inference endpoints, and is refused before sending if none qualifies.
Retention and training	Aleph Alpha: Not stated.	Standard Compute: We never train on your prompts or outputs. Zero data retention can be required for the company, a team or a key, and lower levels can't switch it off.
Single sign-on	Aleph Alpha: SSO through an identity broker with external providers such as Google, Microsoft or Okta. Roles: Admin, AssistantUser, OsUser, StudioUser.	Standard Compute: Microsoft Entra ID or any SAML provider for the dashboard. Claude Desktop and Claude Code sign-in with a Microsoft work account, with access following Entra groups through SCIM.
Budgets	Aleph Alpha: Not stated.	Standard Compute: A fixed monthly budget for every person and every app key that never overruns, plus spending caps per key and for the whole company.
Allow-lists	Aleph Alpha: Model access can be restricted to a specific model per permission.	Standard Compute: Provider allow-lists for the company, a team or a key, where new providers need an admin's approval. Models chosen per key.
Audit log	Aleph Alpha: Every step of the agent runtime is logged. A platform audit log for admin changes: not stated.	Standard Compute: An admin audit log with before and after values, and an export of every request with model, serving provider and region rule, kept for 12 months.
Ownership	Aleph Alpha: Aleph Alpha GmbH, Heidelberg. Business combination with Cohere signed 16 September 2026, closing pending approval.	Standard Compute: Standard Compute AS, a Norwegian company headquartered in Oslo.

Aleph Alpha publishes no list prices. Facts about the Cohere combination come from Aleph Alpha's own announcement.

What changes with Standard Compute

Frontier and open models without running a platform

A single API gives you frontier and open-source models, and it routes each step to the cheapest model that can do it and the cheapest provider fast enough to serve it. There is no cluster to install, patch or size: you set the rules once and your teams start.

GLM, DeepSeek and MiniMax run alongside Claude, GPT and Gemini, and are also served by European providers for Europe-restricted workspaces.

Spend control from day one

Every person and app gets a fixed monthly budget that never overruns, and you can set spending caps per key and for the whole company. Plans and Enterprise features are listed on pricing.

Security and control

Our EU gateway terminates TLS and runs in Finland, and your account data is stored in Frankfurt. Zero data retention and the Europe rule are set once for the company; teams and keys inherit them and can never switch them off underneath you.

Lower levels can only narrow a provider list, and fallbacks can never route around it. Sign our Data Processing Agreement in the dashboard, and see every sub-processor we use, with 14 days' notice before a new one is added.

When each option fits

When Aleph Alpha fits

You need an AI platform running air-gapped in your own data center, your team can operate it, and you want a vendor that builds its own open-weights models and agent tooling.

When Standard Compute fits

You want Claude, GPT, Gemini and open models for your people, agents and Claude Code now, with a Europe rule, zero data retention, Entra sign-in, budgets per person and app and an audit log, without a platform project.

Using both

Keep air-gapped workloads on your own deployment, and give the rest of the company governed access to frontier and open models through Standard Compute.

Moving from Aleph Alpha

Create a company workspace
Create the company in the dashboard, invite colleagues by email and organize them into teams.
Set the rules once
Set a Europe rule, zero data retention, and the providers and models you approve for the company. Teams and keys inherit them and can only narrow them.
Connect Microsoft Entra ID
Add SAML single sign-on for the dashboard, and set up Claude Desktop and Claude Code sign-in with Microsoft work accounts.
Give every person and app a key
Each key gets its own monthly budget and the models it may use.
Move the traffic
Point each app's OpenAI-compatible client at the gateway, and set ANTHROPIC_BASE_URL for Claude Code.

Environment, before and after

# Before
OPENAI_BASE_URL=https://<your-pharia-inference-host>/v1
OPENAI_API_KEY=$PHARIA_TOKEN

# After: Standard Compute EU gateway
OPENAI_BASE_URL=https://eu.stdcmpt.com/v1
OPENAI_API_KEY=YOUR_STANDARD_COMPUTE_KEY

# Claude Code
ANTHROPIC_BASE_URL=https://eu.stdcmpt.com
ANTHROPIC_AUTH_TOKEN=YOUR_STANDARD_COMPUTE_KEY

Common questions from IT and procurement

What is the best alternative to Aleph Alpha for companies?: For companies that want governed access to Claude, GPT and open models without running a platform, Standard Compute is a managed alternative: a Europe rule, zero data retention, Entra SSO, budgets per key and an audit log, set self-serve.
What happens to Aleph Alpha after the Cohere deal?: Aleph Alpha says it signed a binding business combination agreement with Cohere on 16 September 2026, that the combined company will operate under the Cohere name, and that details on integration and products will follow. Closing needs regulatory approval.
Does Standard Compute train on our data?: Standard Compute never trains on your prompts or outputs, and with a region rule or zero retention turned on, every request goes only to providers that commit not to train on it.
Does it work with Microsoft Entra ID?: Yes. The dashboard takes Microsoft Entra ID or any SAML identity provider, and employees sign in to Claude Desktop and Claude Code with their Microsoft work account, with access following your Entra groups through SCIM.

Sources

Every statement about Aleph Alpha on this page comes from Aleph Alpha's own pricing, help and documentation pages, checked on 9 November 2026.

Create a company workspace, set a Europe rule and zero data retention once, connect Microsoft Entra ID, and give every person and app a key with its own budget.

Create a company workspace