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AGENT PROFILES

Abacus AI Agent

Abacus.AI · General-purpose agents · Coding agents

General-purpose agent for research, applications, documents and presentations. The Abacus platform connects models, tools and enterprise services.

Research Organize office work Develop software Automate

Abacus AI Agent · General-purpose platform agent

Product and access

DeepAgent has been named Abacus AI Agent since the March 2026 platform update. The agent is bundled with ChatLLM and Abacus AI Desktop.

Provider

Abacus.AI operates a platform for models, enterprise integration and agents. Abacus AI Agent adds multi-step work assignments to ChatLLM.

Operator
Abacus.AI, Inc.
Organization
Company
Website
abacus.ai
Provider sourcesSource 1 Source 2 Reviewed
01

Core features

6 features from provider sources · checked on 10 October 2026. Availability and limitations follow below.

  • Build apps from requirements

    The agent creates applications and websites from prompts and prepares them for deployment.

    Source 3

  • Generate documents and slides

    Reports and presentations can be generated as work assignments.

    Source 3

  • Add fact-checking to research

    After research, an additional check can evaluate claims, citations and source consistency.

    Source 1

  • Connect services for workflows

    Connectors include Google Workspace, Gmail and Jira for tasks.

    Source 2

  • Import custom skills

    SKILL.md and additional resources can be added through ZIP or GitHub URLs and used in Agent mode.

    Source 4

  • Coordinate agent swarms

    A project can distribute subtasks across agents and coordinate them through a main conversation.

    Source 1
02

Requirements and limits

  • Limitation

    Swarm mode requires a project

    Agent swarms start inside a project. The provider notes high token consumption even at lower effort levels.

    Source 1

  • Limitation

    Skills apply to agent tasks

    Project skills are used for standalone agent tasks and agent tasks inside projects. According to the update, regular chat conversations do not use these project skills.

    Source 1

  • Not yet confirmed

    Check Pro access and quotas

    The FAQ describes Pro as access to the more powerful agent version. Binding quotas for general agent runs or tokens per plan remain publicly unclear.

    Source 2

  • Limitation

    App infrastructure has separate usage prices

    After the included infrastructure allowance, app visits, traffic, database and file storage are charged in credits.

    Source 5

Accounts & permissions

Accounts and permissions for this profile have not yet been researched.

Operation & oversight

Operational details for this profile have not yet been researched.

03

Practical tasks

Editorial examples based on documented features. No product tests performed.

01

Turn research into a presentation

Your input
A research question, relevant sources and audience and slide requirements.
Possible result
A researched report and a presentation based on it.
What to check
Check sources, fact-check results, slide content and exported files.
02

Create an internal app prototype

Your input
A clear process, sample data and explicitly approved connections.
Possible result
A testable app prototype for business acceptance.
What to check
Check permissions, test data, database costs and deployment target.
EDITORIAL EXAMPLE

A research question, relevant sources and audience and slide requirements.

Your possible prompt

Compare three providers for [task]. Use their official documentation. Show differences, sources, and open questions in a table.

Getting-started idea based on documented capabilities. Not an executed product test. Adapt the task, data, and permissions.

04

Setup and pricing

Setup

Set up an Abacus account and plan, select Agent mode and authorise required service connections

Prices and included usage

Pricing checked

The FAQ lists USD 10 per user per month for Agent, ChatLLM and desktop. Pro costs an additional USD 10; check usage and infrastructure details separately.

Basic
USD 10/user/month

Access to Abacus AI Agent, ChatLLM and Abacus AI Desktop. General agent quotas are not numerically specified in the FAQ.

Price source
Pro
USD 20/user/month total: USD 10 base + USD 10 upgrade

Access to the more powerful agent version; check specific consumption and additional charges in the account.

Price source
  • The product page advertises USD 7 for the first month, then USD 10 monthly. The FAQ describes the introductory discount as a possible offer for selected users.
  • The term unrestricted in the FAQ describes Pro access. A public numerical general token or task allowance was not found there.
  • According to the infrastructure pricing page, app hosting, database and file storage include up to 25,000 credits/month. Separate credit prices apply above that; a USD conversion is not specified there.

Pricing details

05

Sources and evidence

Official product documentation reviewed. Workflows and assessments are editorial; hands-on product tests are outside the scope of this directory.

Editorial team: Michael Meierhoff · sources reviewed on . Provider information is not independent evidence of performance.

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How we assess the sources