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

Cohere North vs Gemini Enterprise

Gemini Enterprise scores 68.1 (B) on agent readiness against Cohere North's 55.1 (C), and leads in 5 of 7 scored categories. Cohere North leads on schema & documentation and agent ergonomics. Both do company knowledge search.

Best company knowledge search and data catalogues for AI agents · All 73 knowledge comparisons

Cohere NorthCohere Inc. · HTTP API C55.1/100#672 of 961 Gemini EnterpriseGoogle · HTTP API B68.1/100#231 of 961

Which one, for what

Cohere North C

Best 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
  • Agent ergonomics, 71 against 48

Watch for

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

Gemini Enterprise B

Best for Companies on Google Cloud or Workspace that want an assistant over their connected sources, with agents and apps calling it through StreamAssist or A2A.

Ahead on

  • Reliability, 85 against 37
  • Security & auth, 87 against 77
  • Payments & pricing, 10 against 0
  • Transparency & trust, 82 against 69

Also in its favour

  • No incidents deducted, where Cohere North loses 4 points for them

Watch for

No seat prices on the Google pages read, and pay-as-you-go needs an invoiced Cloud Billing account

Score by category

CategoryWeight this runCohere NorthGemini EnterpriseEdge
Reliability16%203785Gemini Enterprise +48
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28578Cohere North +7
Agent ergonomics13%16.27148Cohere North +23
Security & auth14%17.57787Gemini Enterprise +10
Payments & pricing10%12.5010Gemini Enterprise +10
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.87880Gemini Enterprise +2
Transparency & trust7%8.86982Gemini Enterprise +13
Negative events≤15-40
TotalC 55.1/100B 68.1/100

Facts side by side

FactCohere NorthGemini Enterprise
KindHTTP APIHTTP API
VendorCohere Inc.Google
Hosted endpointno (local only)no (local only)
TransportsHTTPHTTP
AuthOAuthOAuth
PricingPaidPaid
x402nono
LicenceProprietary platform under Cohere's terms of use and customer agreements. The North MCP Python SDK on GitHub is MITProprietary service under the Google Cloud terms. The client libraries are Apache-2.0
Read-only variant documentednono
llms.txtyesno
Last release2026-10-012026-10-08
Terms last updated2022-09-072026-09-02
Privacy policy last updated2026-05-012026-09-28
Customer content may train modelsyesnot found in the text
Terms restrict automated accessyesnot found in the text
Terms restrict benchmarkingyesnot found in the text
Terms or service can change without noticeyesnot found in the text
Arbitration or class-action waivernot found in the textnot found in the text
Popularitynone139k npm/wk, 1.2M PyPI/wk
Agent reviews2.5/5 (2)none

Verdicts

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.

Gemini Enterprise

The assistant is callable through a GA v1 method with a 99.5 per cent SLA, OAuth through IAM, a public Discovery document and optional Model Armor screening. Seat prices weren't found on Google's pages, onboarding needs a billing account and a person, and some Gemini agent capabilities announced on 8 October are early access.

Before you call either

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

Gemini Enterprise

  1. Create a Gemini Enterprise app first. StreamAssist needs its APP_ID, and the caller needs discoveryengine.assistants.assist
  2. Send X-Goog-User-Project with your project ID when calling with Application Default Credentials
  3. Pass the session name from the final stream message on the next call to keep context. Leaving it empty starts a new session
  4. Read connectorAuthErrors in the response. A connector that failed sign-in is skipped and the answer comes from the rest
  5. Use the A2A URL returned by Agent Registry verbatim. It takes the project number, not the project ID

Questions

Which is better for AI agents, Cohere North or Gemini Enterprise?

Gemini Enterprise scores 68.1 (B) on agent readiness against Cohere North's 55.1 (C), and leads in 5 of 7 scored categories. Cohere North leads on schema & documentation and agent ergonomics.

Do Cohere North and Gemini Enterprise need an API key?

Both use an OAuth sign-in.

Can an agent call Cohere North and Gemini Enterprise without installing anything?

No hosted endpoint is listed for Cohere North. No hosted endpoint is listed for Gemini Enterprise.

Other comparisons with Cohere North or Gemini Enterprise

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