Abacus

One subscription, 100+ AI models, and agents that finish the work for you

Beginner API
Screenshot of Abacus, One subscription, 100+ AI models, and agents that finish the work for you

What is Abacus?

Abacus is an AI spreadsheet generator tool. Abacus.AI puts 100+ chat models plus autonomous agents in one subscription. Its data analysis agents convert raw spreadsheets and datasets into trends, charts and business insights, and can build reports, decks and apps around the results.

Abacus.AI is a multi-model AI platform that bundles more than 100 chat models (including GPT, Claude, Gemini and open-weight families) into a single assistant, then layers autonomous agents on top for work that goes beyond conversation. The core product, ChatLLM, presents chat mode with a model picker, an agent mode for delegated tasks, and company knowledge so answers can be grounded in internal material. Rather than committing to one vendor's model, a team picks whichever model suits a task and keeps everything in one workspace. The agent layer is where the data analysis story sits. Abacus AI Agent, described on the company site as a way to hand off a task and receive a finished app, deck or report, is marketed through concrete examples: an AI Data Analyst that turns complex datasets into visual trends and business insights, a Revenue Analytics Pro that runs automated Excel analysis to surface revenue patterns, and parallelised equity research that screens S&P 500 companies and assembles a diversified portfolio. Agents can also build the artefacts themselves, from web and mobile apps to investor-ready decks and reports. Practically, a user signs in through the web app, chooses chat or agent mode, and either converses with a chosen model or assigns a larger goal. The agent works through the steps, can call tools and browse, and returns output such as a dashboard, spreadsheet analysis or slide deck. Data-focused users bring their own files or connect a dataset; the agent handles exploration and charting while the user reviews findings. Abacus.AI sits between a single-model chatbot subscription and a build-your-own analytics stack. It competes with the top-tier plans of individual model providers by aggregating them, and with BI and notebook tools by wrapping analysis in a conversational agent. Enterprise buyers get additional layers: generative AI infrastructure, structured ML and discrete optimisation, plus on-premises or cloud deployment and a separate desktop client, always-on supercomputer and self-improving agent products.

How do you use Abacus?

  1. 1Create an account and open the assistant
    Sign in to the ChatLLM web app. The chat interface, model picker and agent mode are all reachable from the same workspace.
    Abacus — Create an account and open the assistant
  2. 2Pick a model or switch to agent mode
    For a quick question, choose a model from the picker and chat. For multi-step analysis, switch to agent mode and describe the end result you want.
    Abacus — Pick a model or switch to agent mode
  3. 3Load your data
    Attach the spreadsheet or dataset for the task and state the question in plain language, for example which regions drove revenue change this quarter.
  4. 4Review the agent's analysis output
    The agent returns charts, trends and written findings. Check calculations and assumptions before using them in a decision.
  5. 5Package the result
    Ask the agent to turn findings into a slide deck or report, or to build a small app around the analysis if the audience needs a repeatable tool.
    Abacus — Package the result
  6. 6Check limits and plan details
    Read the ChatLLM FAQ for how models, usage and the subscription are structured before rolling the tool out to a team.
    Abacus — Check limits and plan details

Pros and cons

Pros

  • Access to a broad roster of leading chat models and media models under one subscriptionAI
  • Agent mode completes multi-step tasks such as data analysis, research and report building rather than just answeringAI
  • Concrete data workflows shown on the site, including automated Excel revenue analysis and a dedicated AI Data Analyst agentAI
  • Separate enterprise tier covering generative AI, structured ML and optimisation for larger deploymentsAI
  • Desktop client and always-on supercomputer options extend beyond browser chatAI

Cons

  • The site lists many models and example agents but publishes little detail on data connectors, file limits or how datasets are retainedAI
  • Autonomous outputs need verification; agentic analysis of financial or revenue data should not be trusted without reviewAI
  • The breadth of the platform (agents, studio, ML, optimisation, supercomputer) makes the entry point confusing for a data analystAI
  • No transparent pricing on the homepage, so cost has to be confirmed before committing a teamAI
  • Dependence on third-party model providers means model availability and quality can shift over timeAI

How much does Abacus cost?

Pricing

Paid subscription, with a free tier for professional and small teams plus a separate enterprise offering. The homepage does not publish prices or plan tiers.

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Support

A ChatLLM FAQ and a sales contact path exist on the site. No dedicated help centre or support SLA is described.

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Integrations

Stripe payments, LinkedIn outreach and browser use are shown in the published agent examples. No formal integrations directory is listed.

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Features

Chat with 100+ models (GPT, Claude, Gemini, Grok and more), agent mode for delegated tasks, company knowledge grounding, app and API building, PowerPoint generation, browser use, code work, video and audio generation, data analysis, trading agents, research and chatbots, plus self-improving agents and an always-on supercomputer.

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Frequently asked questions about Abacus

  • How much does Abacus cost?
    Paid subscription, with a free tier for professional and small teams plus a separate enterprise offering. The homepage does not publish prices or plan tiers.
  • Does Abacus have an API?
    Yes, Abacus offers an API.
  • How do you use Abacus?
    The walkthrough on this page covers 6 steps: 1. Create an account and open the assistant 2. Pick a model or switch to agent mode 3. Load your data 4. Review the agent's analysis output 5. Package the result 6. Check limits and plan details.
  • What platforms does Abacus support?
    Abacus is available on Web App, MacOS and Windows.
  • What does Abacus integrate with?
    Stripe payments, LinkedIn outreach and browser use are shown in the published agent examples. No formal integrations directory is listed.
  • What are the limitations of Abacus?
    The site lists many models and example agents but publishes little detail on data connectors, file limits or how datasets are retained. Autonomous outputs need verification; agentic analysis of financial or revenue data should not be trusted without review. The breadth of the platform (agents, studio, ML, optimisation, supercomputer) makes the entry point confusing for a data analyst.

Status

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Added10/21/2026

Platforms

Web AppMacOSWindows

Pricing

FreeSubscriptionPaid