Companies using up a lot of tokens are worth learning from. As there are some in the list that people are not familiar with I've prepared (with Grok) short descriptions what they are doing (apologies for any mistakes):
1T token companies:
Duolingo is an educational technology company offering mobile apps for language learning and certification.
OpenRouter is a platform providing unified API access to multiple large language models for developers.
Indeed is an employment website facilitating global job matching and hiring services.
Salesforce is a cloud-based software company specializing in customer relationship management applications.
CodeRabbit is an AI platform for automated code reviews and pull request inspections.
iSolutionsAI develops custom machine learning models and AI integrations for business applications.
Outtake is an AI cybersecurity firm focused on agentic threat detection and automated response.
Tiger Analytics delivers AI and advanced analytics solutions for enterprise operational challenges.
Ramp is a fintech company providing corporate cards, expense management, and spend automation tools.
Abridge is a generative AI platform for transcribing and generating clinical notes from patient conversations.
Sider AI is a browser-integrated AI assistant for web-based chatting, writing, and research tasks.
Warp dev is an AI-powered terminal and agentic development environment for coding workflows.
Shopify is an e-commerce platform for creating, managing, and scaling online stores.
Notion is an all-in-one workspace platform combining notes, databases, tasks, and wikis.
WHOOP is a wearable technology company offering fitness trackers for health and performance monitoring.
Dashworks is an AI knowledge assistant for enterprise search and productivity workflows.
JetBrains develops intelligent software tools and IDEs for developers.
Delphi is a digital cloning platform for scaling expert knowledge and personalized insights.
Decagon is a conversational AI platform for building and scaling customer experience agents.
Rox is an AI platform providing revenue agents for sales productivity and operations.
T-Mobile is a wireless telecommunications company offering mobile network services and plans.
Zendesk is a SaaS company providing customer service and engagement software solutions.
Harvey is a generative AI platform tailored for legal and professional services workflows.
Read AI is a productivity platform analyzing meetings and communications for insights and automation.
Canva is an online design and publishing tool for creating visual content.
Cognition is an applied AI lab developing software engineering agents like Devin.
Datadog is a monitoring and security platform for cloud-scale applications.
Perplexity is an AI-powered search engine delivering cited answers to user queries.
Mercado Libre is an e-commerce and fintech platform operating in Latin America.
Genspark AI is an agentic search engine generating custom pages and workflows from queries.
100B - 1T token companies:
Powerbroker AI is a generative AI platform that automates routine tasks and analyzes insurance documents for property and casualty agencies.
Scalestack AI is an AI-powered enterprise platform for go-to-market orchestration and activation for revenue operations teams.
Endex.ai is an Excel-native AI agent that accelerates financial modeling and automates data entry for finance professionals.
micro1 is an AI platform for human intelligence that converts human data into high-quality datasets for AI training.
Klick Health is the world's largest independent commercialization partner for life sciences companies.
Navan is a corporate travel and expense management platform that streamlines booking and spend control for businesses.
Maven Bio is an AI platform for BioPharma knowledge work that analyzes data to support strategic decisions in drug research.
Invisible Technologies is an end-to-end AI software platform that structures messy data and deploys agentic solutions for enterprises.
Atom is a Nicaraguan software company specializing in API integrations for client management and administration.
Sourcegraph is a code intelligence platform that enables fast searching and analysis of large codebases using AI agents.
LM Arena is an open platform for evaluating large language models through crowdsourced human preferences.
Cerebras builds high-performance computer systems designed for complex AI deep learning applications.
GovTech Singapore is the government agency responsible for driving digital transformation and delivering public digital services.
Hex is a collaborative workspace for data science and analytics teams supporting analysis in Python, SQL, or R.
Every is a media and consulting company focused on AI and technology, providing content and strategic advisory services.
Gauge is a Y Combinator-backed tool that helps companies measure and optimize their visibility in AI-generated answers.
Model ML is an AI workspace for financial services that automates research, due diligence, and data retrieval.
Poshmark is a social commerce marketplace where users can buy and sell new and secondhand fashion and home goods.
Symph is a technology firm that designs and develops AI applications and business systems to solve organizational challenges.
Raptive is a media company that empowers content creators with ad monetization tools and audience growth strategies.
Silurian is an AI company building foundation models to simulate the impact of weather on assets for risk assessment.
Scribe is a productivity platform that uses AI to create step-by-step guides and process documentation.
Unify is a go-to-market platform that uses AI research agents to identify and sequence buyers for revenue growth.
SuperSprings International designs and manufactures innovative suspension solutions for commercial and recreational vehicles.
Hello Robot builds portable, developer-friendly mobile manipulators designed for AI and robotics research.
Figma is a collaborative web application for interface design that enables teams to create and prototype products together.
Suki AI is an AI-powered voice assistant that automates clinical documentation and administrative tasks for healthcare clinicians.
Steam (YC S22) is a Y Combinator-backed startup focused on innovative software solutions.
Harvard University is a private Ivy League research university dedicated to excellence in teaching, learning, and research.
Cornell University is a private Ivy League research university offering education across more than 100 fields of study.
Tenstorrent is a next-generation computing company that designs and manufactures AI hardware and software solutions.
Doximity is the leading professional network for U.S. healthcare professionals, enabling secure communication and collaboration.
Glean is an AI-powered work assistant that connects to enterprise data to enable search and content generation.
Holtzbrinck Publishing Group is a family-owned multinational media company that publishes books and invests in education.
Arize AI is a machine learning observability platform that helps teams monitor and troubleshoot AI models in production.
SmartNews is a news aggregator app that delivers personalized, high-quality news from trusted publishers.
The Gates Foundation is a philanthropic organization that works to help people lead healthy, productive lives.
Nillion is a secure computation network that enables decentralized and private data processing.
Browser Use is an AI platform that enables the creation and deployment of custom AI agents running directly in browsers.
Intuit is a global financial technology platform that provides tools to help individuals and small businesses manage finances.
eBay is a multinational e-commerce corporation that facilitates online auctions and sales of goods and services.
Fathom is an AI meeting assistant that records, transcribes, and summarizes calls to help users focus on conversations.
Asana is a work management platform that helps teams organize, track, and manage projects and tasks.
Fractional AI is a development shop that builds bespoke generative AI software solutions to automate business workflows.
Upstart is an AI lending platform that uses alternative data for credit underwriting to expand access to loans.
Recursive AI develops advanced AI systems focused on recursive self-improvement and emergent intelligence.
NVIDIA is a multinational technology company specializing in designing graphics processing units for various markets.
Docology is an AI-powered company that supports medical professionals by alleviating administrative burdens.
Retool is a low-code development platform that enables developers to build custom internal tools quickly.
Maisa is an AI platform that develops hallucination-resistant AI agents for automating complex business processes.
FireHydrant is an incident management platform that helps software teams respond to and learn from incidents.
Workato is an enterprise integration and automation platform that allows businesses to connect applications and automate workflows.
Hamming AI is a platform that provides automated testing, monitoring, and analytics for voice AI agents.
BuzzFeed is a digital media company that produces and distributes news, entertainment, and lifestyle content.
SoftBank Group is a Japanese multinational conglomerate holding company focused on investments in technology.
Reworkd AI is a platform that uses AI agents to automate web data extraction and scraping.
Weights & Biases is a machine learning platform offering tools for experiment tracking, and model management.
Forge is an AI company that automates complex manual workflows and processes for large enterprises.
Databook is a Strategic Relationship Management platform that uses AI to provide customer intelligence to sales teams.
Hugging Face is an open-source platform providing tools and a hub for sharing machine learning models and datasets.
Granola is an AI-powered notepad application that transcribes, enhances, and organizes meeting notes.
SonicJobs is an online job search platform that uses AI agents to simplify the application process for candidates.