Anthropic vs Cohere
Relationship
Both sell enterprise LLM APIs in the market Menlo measures; Anthropic earns 40% of spend while Cohere shares the 12% tail with Mistral and Meta's Llama — the leader against the long tail.
7 of 16 capabilities — Shares agent orchestration, document extraction, email assistance and 4 more.
Ludbee capability tags · from the product recordsShared product type — Both ship application and model API.
Ludbee product recordsSmaller scale — Cohere: $7B valuation, against Anthropic's $965B valuation.
Ludbee scale figures · valuation, market cap or revenue estimateSourced competitor — “We estimate Anthropic now earns 40% of enterprise LLM spend, up from 24% last year and 12% in 2023. Over the same period, OpenAI lost nearly half of its enterprise share, falling to 27% from 50% in 2023. Google also saw significant gains,…”
menlovc.com · checked 2026-08-25Build on a hosted model API — Rivals on this job — Call hosted language models from an application, billed per token, without running the models yourself.
Ludbee needs vocabulary · the scope on the sourced edgeAligned comparison
Capability overlap
Shared · 7
Not verified for Cohere · 9
Recorded for Anthropic. Cohere’s product records say nothing either way — a missing record is not a missing capability.
Not verified for Anthropic · 2
Recorded for Cohere. Anthropic’s product records say nothing either way — a missing record is not a missing capability.
Products, side by side
Hand-checked pairing
Anthropic
Application
Assistant for chat, document analysis and coding, used in the browser and in desktop and mobile apps.
Lets users collaborate with Claude to create on-brand visual work (decks, prototypes, wireframes, marketing collateral) with design-system import and Claude Code integration via /design-sync.
Desktop application for scientific research that runs analyses, searches scientific databases and traces work from data wrangling through to publication.
Application that scans codebases for high-severity vulnerabilities, validates findings by adversarial verification and recommends patches for review, with a companion Claude Code plugin.
Claude working inside Excel, PowerPoint, Word and Outlook with context carried across the documents — preserving templates and house styles and showing every edit as tracked changes, highlighted cells or draft emails.
Claude tagged as @Claude inside Slack threads and channels: it reads thread context and replies in real time, analyses conversations, pulls data, drafts content, monitors channels, triages alerts and runs standing instructions without leaving Slack.
Model API
Cohere
Application
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.
Workplace assistant that runs agents over a company's internal documents and tools, deployable in the customer's own environment.
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
Hosted API for Cohere's generation, embedding and reranking models, billed per token.
No counterpart
Anthropic sells these in a stack layer with no product recorded for Cohere yet — nothing on the other side to compare them against.
AI agent
Coding agent that works on a codebase from the terminal, an IDE extension and a desktop app.
Agentic task app in which Claude works asynchronously across a user's files and tools toward a stated goal, checked in on from desktop, web or phone.
Browser extension that lets Claude act inside Chrome on the user's behalf — reading pages, clicking, typing and filling forms to work through multi-step web tasks without approving each step, with the user keeping control of what it may do.
Agent platform
Hosted API offering a pre-built configurable agent harness with managed sandboxes and persistent sessions for long-running asynchronous agent tasks, billed separately from token usage.
Developer tool
Python and TypeScript library that runs the same agent loop, tools and context management that power Claude Code, so developers can embed the loop in their own process rather than calling the API directly.
Cohere sells these in a stack layer with no product recorded for Anthropic yet — nothing on the other side to compare them against.
API service
Document parsing that turns enterprise documents, tables and images into structured data for search and agents to consume.
Infrastructure 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.