Cohere vs DeepSeek

Cohere — Foundation Models · Private · $7B valuation · 5 of 5 figures sourced  |  DeepSeek — Foundation Models · Private · $50B valuation · 4 of 4 figures sourced

Relationship

Cohere Platform and DeepSeek API Platform both serve buyers who need to build on a hosted model API and draft and edit written content; larger scale (private).

Assembled from the recorded fields for this pair, not hand-checked. The comparison below is read from each company’s own profile.

3 of 9 capabilitiesShared product typeLarger scale

3 of 9 capabilities — Shares agent orchestration, model inference and text generation.

Ludbee capability tags · from the product records

Shared product type — Both ship application and model API.

Ludbee product records

Larger scale — DeepSeek: $50B valuation, against Cohere's $7B valuation.

Ludbee scale figures · valuation, market cap or revenue estimate

Aligned comparison

FieldCohereDeepSeek
Valuation$7B$50B DeepSeek has 7.1× more
Employees500160 DeepSeek has 3.1× fewer
Founded20192023 4 yrs later
StatusPrivatePrivate match
CategoryFoundation ModelsFoundation Models match
Stack layerAPI service, Application, Infrastructure service, Model APIApplication, Developer tool, Model API
HeadquartersToronto, CanadaHangzhou, China

Capability overlap

Shared · 3

Agent orchestrationModel inferenceText generation

Not verified for DeepSeek · 6

Document extractionEmail assistanceModel hostingKnowledge retrievalVector searchWorkflow automation

Recorded for Cohere. DeepSeek’s product records say nothing either way — a missing record is not a missing capability.

Not verified for Cohere · 3

Agentic codingCode generationSummarization

Recorded for DeepSeek. Cohere’s product records say nothing either way — a missing record is not a missing capability.

Products, side by side

Algorithmic pairing — assembled from recorded fields, not hand-checked

Cohere

Application

CompassApplication

An enterprise search and discovery system over a company's own scattered data, sold as a configured end-to-end product rather than as a raw retrieval API.

NorthApplication

Workplace assistant that runs agents over a company's internal documents and tools, deployable in the customer's own environment.

North AutomationsApplication

Workflow-orchestration layer inside Cohere North that lets employees describe a goal in plain language and turns it into a coordinated, multi-model, multi-step automation with approval checkpoints and usage tracking.

Model API

Cohere PlatformModel API

Hosted API for Cohere's generation, embedding and reranking models, billed per token.

DeepSeek

Application

DeepSeekApplication

Assistant app for chat, reasoning and code questions, built on DeepSeek's own models.

Model API

DeepSeek API PlatformModel API

API access to DeepSeek's chat and reasoning models.

No counterpart

Cohere sells these in a stack layer with no product recorded for DeepSeek yet — nothing on the other side to compare them against.

API service

ParseAPI service

Document parsing that turns enterprise documents, tables and images into structured data for search and agents to consume.

Infrastructure service

Model VaultInfrastructure service

Fully managed, network-isolated SaaS inference platform for serving Cohere's embedding, reranking and generative models in production, with auto-scaling and no rate limits.

DeepSeek sells these in a stack layer with no product recorded for Cohere yet — nothing on the other side to compare them against.

Developer tool

DeepSeek HarnessDeveloper tool

Open-source framework for building agents from composable plugins, distributed under the MIT license as a developer-preview initiative (install via `npx @deepseek-ai/dsh web` or clone from GitHub).

Open in the browser view