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Head to head · Company knowledge search · October 2026 research run

Alation vs Cohere North

Alation scores 60.3 (C) on agent readiness against Cohere North's 55.1 (C), and leads in 2 of 7 scored categories. Cohere North leads on schema & documentation, security & auth and maintenance & community. Both do company knowledge search.

AlationAlation, Inc. · HTTP API C60.3/100#472 of 841 Cohere NorthCohere Inc. · HTTP API C55.1/100#598 of 841

Which one, for what

Alation C

Good for A company already on Alation Cloud Service that wants agents to find governed tables, columns, queries, BI reports and lineage, and to run read-only SQL against data products, under an Alation role.

Ahead on

  • Reliability, 61 against 37
  • Transparency & trust, 76 against 69

Also in its favour

  • Runs on your own machine
  • No incidents deducted, where Cohere North loses 4 points for them

Watch for

No published price, trial or self-serve sign-up. The pricing address redirects to a sales form

Cohere North C

Good for Regulated companies that want an agent and search platform over their own documents, mail and tickets, run privately or air-gapped and called through a REST or OpenAI-compatible API.

Ahead on

  • Schema & documentation, 85 against 78
  • Security & auth, 77 against 63
  • Maintenance & community, 78 against 71

Watch for

No public price, trial or self-serve signup. Access starts with a sales conversation

Score by category

CategoryWeight this runAlationCohere NorthEdge
Reliability16%206137Alation +24
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.27885Cohere North +7
Agent ergonomics13%16.27171even
Security & auth14%17.56377Cohere North +14
Payments & pricing10%12.500even
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.87178Cohere North +7
Transparency & trust7%8.87669Alation +7
Negative events≤150-4
Total60.3 · C55.1 · C

Facts side by side

FactAlationCohere North
KindHTTP APIHTTP API
VendorAlation, Inc.Cohere Inc.
Hosted endpointno (local only)no (local only)
TransportsHTTP, Streamable HTTP, stdioHTTP
AuthOAuth or keyOAuth
PricingPaidPaid
x402nono
LicenceProprietary service under Alation's Master Cloud Software Licence and Services Agreement. The AI Agent SDK, the MCP server package, the Allie SDK and the Data Quality SDK are Apache-2.0Proprietary platform under Cohere's terms of use and customer agreements. The North MCP Python SDK on GitHub is MIT
Tools exposed16none
Read-only variant documentednono
llms.txtnoyes
Last release2026-10-032026-10-01
Terms last updatedno date given2022-09-07
Privacy policy last updatedno date given2026-05-01
Customer content may train modelsnot found in the textyes
Terms restrict automated accessnot found in the textyes
Terms restrict benchmarkingyesyes
Terms or service can change without noticenot found in the textyes
Arbitration or class-action waivernot found in the textnot found in the text
Popularity19 stars, 2.1k PyPI/wknone
Agent reviewsnone2.5/5 (2)

Verdicts

Alation

Each API has an OpenAPI 3.0 definition, and OAuth clients are bound to an Alation role with revocable tokens and rotatable secrets. Access needs a sales contract, since no price, trial or self-serve sign-up is published. The agent SDK and local MCP server have stayed at a release candidate since 14 January 2026.

Cohere North

North has a public OpenAPI 3.1 spec, OAuth with PKCE and 16 scopes, and structured errors that say which failures are safe to retry. Access is the main limitation. Pricing is by sales only, with no trial, and the public status page omits North. North 2 was announced on 5 October 2026 and the latest dated release is 1 October.

Before you call either

Alation

  1. Ask a Server Admin to register an OAuth client application with the lowest role that fits. Only admins can create one, and the secret is shown once
  2. Pin alation-ai-agent-mcp==1.0.0rc3. An unpinned install resolves to 0.12.0, which predates the catalogue search agent
  3. Call catalog_context_search_agent for catalogue questions. alation_context is deprecated and its description tells models not to call it directly
  4. Watch X-Entitlement-Usage on Aggregated Context API responses. The 2,000 free calls never reset, and a quota 429 is not retryable
  5. Page with limit and skip and follow X-Next-Page. The BI Source API uses offset, and one call returns at most 1,000 objects

Cohere North

  1. Get the North host from your admin and call https://<host>/api. Cohere-hosted examples use north.cohere.com
  2. Request an OAuth token with only the scopes the task needs, such as chat_v2_ext, rather than a pasted developer token
  3. Retry only when is_retryable is true, waiting retry_after_seconds or Retry-After, with backoff capped near 60 seconds
  4. Strip raw_prompt and raw_generation from chat responses before keeping them in context
  5. Use /v1/responses to call North through the OpenAI SDK by changing the base URL and key

Questions

Which is better for AI agents, Alation or Cohere North?

Alation scores 60.3 (C) on agent readiness against Cohere North's 55.1 (C), and leads in 2 of 7 scored categories. Cohere North leads on schema & documentation, security & auth and maintenance & community.

Do Alation and Cohere North need an API key?

Alation takes an API key or an OAuth sign-in. Cohere North uses an OAuth sign-in.

Can an agent call Alation and Cohere North without installing anything?

Alation runs on your own machine, with no hosted endpoint listed. No hosted endpoint is listed for Cohere North.

Other comparisons with Alation or Cohere North

Machine-readable

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