Training Example: Abacus.AI – Review the Data, Give Your Score & Compare to the Real AI Evaluation

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Abacus AI Agent

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Abacus AI Agent

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[H3] Create Full Stack Apps
No coding required. Deploy apps in minutes

[H3] Abacus AI SuperComputer
AI Native Always-On Cloud

[H3] Abacus AI Studio
Create stunning visuals with AI

[H1]
The World's Best AI Super Assistant
For Professionals And Enterprises

Opus 4.8

Opus 4.8

Nano Banana Pro

GPT-5.5 Thinking

Gemini 3.1 Pro

Kimi 2.7 Thinking

GPT Codex 5.3

Seedance 2.0

GPT Image 2

Kling 3.0

Sonnet 4.6

Grok 4.3

Veo 3.1

More

Chat

Chat Mode
AI Agent
Company Knowledge

[IMG: Send]

Learn More

[H2] All In One AI Platform - Use AI For Everything

Featured

Apps & APIs

Agent Swarm

PowerPoint

Browser Use

Code

AI Workflows

Videos

Data Analysis

Trading

Research

Chatbots

Audio

[H3] Stripe Integrated Website
Abacus AI Agent builds beautiful multi-page websites with Stripe integration—perfect for a quick go to market solution and validating the appetite

[IMG: Stripe Integrated Website]

[H3] Build a Mobile App
Abacus AI Agent builds a fitness app that tracks your daily goals, workouts, and progress.

[IMG: Build a Mobile App]

[H3] Vibe Code a CRM
Vibe-code a CRM for contact and deal management using Abacus AI Agent

[IMG: Vibe Code a CRM]

[H3] Multi-Agent Code Review
Abacus AI Agents review your last 10 PRs in parallel — finding bugs, inefficiencies, missing tests, and security issues — then apply fixes and create PRs.

[IMG: Multi-Agent Code Review]

[H3] AI collaboration PPT
Leverage AI Agent to conduct deep research, synthesize complex technical data, and generate professional, investor-ready presentations. AI Agent can analyze emerging market trends, identify key industry players, and create content-rich slide decks with accurate insights and sophisticated visual formatting.

[IMG: AI collaboration PPT]

[H3] Parallelised Equity Research
Abacus AI Agents research the top 50 S&P 500 companies in parallel and build a 10-stock portfolio optimised for 3-year returns with moderate risk.

[IMG: Parallelised Equity Research]

[H3] AI LinkedIn outreach
Abacus AI Agent finds potential opportunities and runs outreach campaign on LinkedIn.

[IMG: AI LinkedIn outreach]

[H3] Revenue Analytics Pro
Abacus AI Agent transforms raw business data into actionable insights with automated Excel analysis - uncovering revenue patterns and growth opportunities.

[IMG: Revenue Analytics Pro]

[H3] Craft AI Audio Ads
Generate professional audio advertisements with AI voices and music. Perfect for promoting products, services, or brands!

[IMG: Craft AI Audio Ads]

[H3] AI Stock Investor
Abacus AI Agent performs end-to-end equity research by combining fundamentals, technicals, sentiment, and short-term forecasting into a clean, investor-ready analysis that updates with real-time market context.

[IMG: AI Stock Investor]

[H3] Smart Doc Assistant
Abacus AI Agent builds RAG chatbots from any website or documentation—providing instant, accurate answers while admitting knowledge limitations.

[IMG: Smart Doc Assistant]

[H3] Adaptive Twitter Engine
Abacus AI Agent learns your Twitter style, analyzes tweet performance, researches trending topics, and automatically generates optimized content while improving based on engagement. Automate your social media strategy with database-driven insights.

[IMG: Adaptive Twitter Engine]

[H3] Build with Open Source
Abacus AI Agent works on open-source repos to build, extend, or customize features.

[IMG: Build with Open Source]

[H3] Invoice Processing API
Abacus AI Agent creates Invoice Intelligence API instantly extracts vendor, total amount, due date, and line-item details from uploaded invoices in PDF or image form. Just provide the files and get clean, structured data with no manual effort.

[IMG: Invoice Processing API]

[H3] Live Funding News
Abacus AI Agent powers Funding Square, a Live Dashboard that unifies verified funding rounds from across the ecosystem and auto-updates throughout the day inside a clean, bento-style layout.

[IMG: Live Funding News]

[H3] AI Marketing Videos
Abacus AI Agent generates professional marketing videos with AI presenters and seamless lip-sync, turning your product documentation into compelling visual stories.

[IMG: AI Marketing Videos]

[H3] Report - AI in Education
AI Agent conducts in-depth research on AI in education and generates a comprehensive, conference-ready report including infographics.

[IMG: Report - AI in Education]

[H3] AI Data Analyst
Converts complex datasets into clear visual trends and actionable business insights with zero manual effort.

[IMG: AI Data Analyst]

[H3] Space Telescopes PPT
AI Agent creates a visually rich slide deck with a sleek dark-space theme, using minimal text and infographic-first layouts to explain how modern space telescopes observe the universe.

[IMG: Space Telescopes PPT]

[H3] Interdisciplinary analogies
Abacus AI Agent performs interdisciplinary research across biological and engineering domains and generates structured academic research report with citations.

[IMG: Interdisciplinary analogies]

[H3] App with Stripe Payments
Abacus AI Agent creates conversion-optimized websites with integrated Stripe payments—turning workshop ideas into professional registration experiences.

[IMG: App with Stripe Payments]

[H3] Build a Mobile Game
Build creative mobile games. Turn a game idea into a playable mobile experience with Abacus AI Agent.

[IMG: Build a Mobile Game]

[H3] Stripe Integrated Website
Abacus AI Agent builds beautiful multi-page websites with Stripe integration—perfect for a quick go to market solution and validating the appetite

[IMG: Stripe Integrated Website]

[H3] AI QA Engineer
Abacus AI Agent designs and executes comprehensive end-to-end tests by simulating real users, automatically detecting broken flows and generating detailed QA reports.

[IMG: AI QA Engineer]

[H3] AI Sentiment Analysis API
Abacus AI Agent creates a Sentiment analysis API for user reviews that creates instant insights from raw customer feedback. Provide a list of review texts, and it uses Abacus.AI’s LLM-powered sentiment analysis to categorize each review by sentiment and provides an urgency score.

[IMG: AI Sentiment Analysis API]

[H3] Character AI Clone
Abacus AI Agent builds an AI app where users chat with historical figures in rich, in-character conversations. The AI maintains each persona’s unique style, knowledge, and historical accuracy for an immersive experience.

[IMG: Character AI Clone]

[H3] AI Role-based Testing
Abacus AI Agent tests applications across multiple user roles to ensure permissions, access controls, and resource visibility are enforced correctly.

[IMG: AI Role-based Testing]

[H3] X-Like App for Mobile
AI Agent builds a real-time social media app—feeds, profiles, follow graph, likes, comments, and sharing.

[IMG: X-Like App for Mobile]

[H3] Group Expense Tracker
AI Agent builds an expense-splitting app to track personal and shared spending, sync with friends, and settle up fast.

[IMG: Group Expense Tracker]

[H3] Book Club Website
Build an aesthetic themed website that showcases curated content for people to explore and discuss with Abacus AI Agent.

[IMG: Book Club Website]

[H3] Live NYC Events Hub
Abacus AI Agent creates a Live Dashboard that pulls together NYC’s top events from verified sources and updates nightly, keeping the week’s happenings always current.

[IMG: Live NYC Events Hub]

[H3] Automated QA Testing
Abacus AI Agent automatically tests all website navigation paths to identify broken links, dead ends, and inconsistent user journeys.

[IMG: Automated QA Testing]

[H3] Build a Mobile App
Abacus AI Agent builds a fitness app that tracks your daily goals, workouts, and progress.

[IMG: Build a Mobile App]

[H3] Telegram AI Chatbot
Abacus AI Agent creates an AI powered Telegram chatbot.

[IMG: Telegram AI Chatbot]

[H3] Landing Page Testing
Abacus AI Agent validates all user-facing forms and submissions, verifies email confirmations, and flags broken, delayed, or incorrect lead capture flows. It automatically raises the bugs on JIRA platform as well.

[IMG: Landing Page Testing]

[H3] Goal-to-Habit App
Abacus AI Agent builds a habit-forming app with reminders, streaks, goals, and progress insights, tailored to you.

[IMG: Goal-to-Habit App]

[H3] Build AI Camera App
Abacus AI Agent builds an AI-guided camera app that gives real-time composition, framing, and lighting suggestions to help you capture the perfect shot.

[IMG: Build AI Camera App]

[H3] Gamified News App
Abacus AI Agent builds a gamified news app that turns the day's headlines into interactive trivia and infographics, with links back to the original sources.

[IMG: Gamified News App]

[H3] Live AI Podcast App
Abacus AI Agent builds a live AI podcast app that generates daily AI news podcasts, supports custom prompts, and lets users join the conversation in real time.

[IMG: Live AI Podcast App]

[H3] App UI/UX Testing
Abacus AI Agent evaluates the entire user journey from a product and design perspective to surface usability issues and prioritized improvement recommendations.

[IMG: App UI/UX Testing]

[H3] Personalized Job Board
Abacus AI Agent powers a Live Dashboard that ranks and refreshes top job opportunities tailored to the user’s resume — offering a daily snapshot of the best roles to apply for.

[IMG: Personalized Job Board]

[H3] Stock Analyser API
Abacus AI Agent creates a stock analyser API to generate financial insights. Get structured numbers, trend analysis, and readable AI insights in one call.

[IMG: Stock Analyser API]

[H3] Restaurant guide chatbot
Abacus AI Agent creates a Hot NYC restaurant guide website with an AI chatbot..

[IMG: Restaurant guide chatbot]

[H3] AI dating guru
Create AI Apps with AI-powered features and Chatbots in any domain using Abacus AI Agent.

[IMG: AI dating guru]

[H3] Personalized Fitness Plans
Abacus AI Agent generates a fitness app that creates daily workout plans based on user’s body type and goals. Includes visual guides, exercise instructions, and tailored routines—all powered by AI.

[IMG: Personalized Fitness Plans]

[H3] Live Funding News
Abacus AI Agent powers Funding Square, a Live Dashboard that unifies verified funding rounds from across the ecosystem and auto-updates throughout the day inside a clean, bento-style layout.

[IMG: Live Funding News]

[H3] Abacus AI Agent builds X!
Abacus AI Agent Uses A Single Prompt To Build A Mini Version Of X

[IMG: Abacus AI Agent builds X!]

[H3] AI Resume Analysis
Abacus AI Agent creates an AI app where users paste their resumes, and the AI analyzes structure, strengths, and weaknesses, providing actionable feedback to improve their job chances.

[IMG: AI Resume Analysis]

[H3] Automated Offer Letters
Abacus AI Agent creates Offer Letter Automation API that instantly generates personalized offer letters and employment contracts using pre-approved templates.

[IMG: Automated Offer Letters]

[H3] Mini Notion
Build a mini Notion clone with built-in authentication and document sharing using Abacus AI Agent.

[IMG: Mini Notion]

[H3] Daily Stocks Dashboard
Abacus AI Agent delivers a Live Dashboard for fast, daily market intelligence — combining signals, sentiment, and summaries into a clean, continuously updated view.

[IMG: Daily Stocks Dashboard]

[H3] Contracts Analyzer
Abacus AI Agent builds an AI app that analyzes uploaded contracts and automatically extracts key terms, clauses, and conditions, simplifying contract review and reducing manual work.

[IMG: Contracts Analyzer]

[H3] Invoice Processing API
Abacus AI Agent creates Invoice Intelligence API instantly extracts vendor, total amount, due date, and line-item details from uploaded invoices in PDF or image form. Just provide the files and get clean, structured data with no manual effort.

[IMG: Invoice Processing API]

[H3] AI Recipe Creator
Abacus AI Agent generates an AI app where users input 3 ingredients, and the AI creates unique, detailed recipes with full instructions. Results are presented in clean, easy-to-read recipe cards.

[IMG: AI Recipe Creator]

[H3] Vibe code Craigslist
Build two-sided marketplace websites like Craigslist in a single prompt using Abacus AI Agent.

[IMG: Vibe code Craigslist]

[H3] Daily Movie Updates
Abacus AI Agent creates a Live Dashboard for entertainment drops — a streamlined, auto-refreshing feed that keeps users in sync with the Upcoming and Released Movies and web-series.

[IMG: Daily Movie Updates]

[H3] Create an Interactive Game
Build a playful simulation that lets users explore and interact with evolving patterns using Abacus AI Agent.

[IMG: Create an Interactive Game]

[H3] Camp registration website
Abacus AI Agent creates a Camp registration app with a built-in Database.

[IMG: Camp registration website]

[H3] HR SAAS App
Vibe-code an HR SaaS app with an Employee Directory and Vacation Reporting — all in a single prompt with Abacus AI Agent.

[IMG: HR SAAS App]

[H3] Hot or Not - Hollywood
Abacus AI Agent creates an interactive game with database support.

[IMG: Hot or Not - Hollywood]

[H3] AI recruiting App
Build an AI-powered app for recruiters with one prompt.

[IMG: AI recruiting App]

[H3] App with roles and permissions
Vibe-code a complex app with roles and permissions using Abacus AI Agent.

[IMG: App with roles and permissions]

[H3] Multi-Agent Code Review
Agents review your last 10 PRs in parallel — finding bugs, inefficiencies, missing tests, and security issues — then apply fixes and create PRs.

[IMG: Multi-Agent Code Review]

[H3] Accessibility Bug Fixes
Agents split a public repo into areas, audit each for accessibility issues in parallel, deduplicate findings, and apply the safest fixes.

[IMG: Accessibility Bug Fixes]

[H3] Play Store Review Analysis
Agents analyse the top 100 Play Store reviews of your app in parallel and surface the top 10 features to build.

[IMG: Play Store Review Analysis]

[H3] Resume Shortlisting
Agents rank 50 resumes in parallel against a job description, scoring competencies and cultural fit, and output a ranked CSV.

[IMG: Resume

[H1]
ChatLLM Teams

One AI assistant with access to all top LLMs, video and image generators. General purpose and coding agents included.

Get Started

$10 $7 for the first month, then $10 billed monthly
(Learn more)

[H2] Key Features

Top AI, image and video models

Create apps by chatting with AI

Powerful agent with computer

Create videos, slides and docs

[H2]
Access to All The Best AI

[IMG: GPT]

GPT 5.5, GPT 5.5 Thinking + Pro

[IMG: Claude]

Sonnet 4.6 + Opus 4.8

[IMG: Gemini]

Gemini 3.1 Pro +Gemini 3.5 Flash

[IMG: Kimi 2.7, GLM 5.2 + OSS]

DeepSeek v4 + Kimi 2.7, GLM 5.2

[IMG: Abacus Smaug]

Abacus Smaug + OSS

[IMG: Grok]

Grok-4.3

100+ Top AI Models Including SeeDance 2.0 and GPT Image 2.0 (learn more)

[IMG: Vibe Code]
Create Full Stack Apps
No Coding Required

Experience The Fundamentals

One AI Assistant To Rule Them All

Abacus AI Agent - Vibe Code Apps, Create Presentations, Docs And More

Abacus SuperComputer - Launch Any Cloud Service With One Prompt

Always On Agents - Deploy OpenClaw or Hermes In Seconds

Abacus CoWork - Get Complex Tasks Done On Your Laptop.

Chat With Docs

Generate Images - Nano Banana Pro

Generate Images - GPT Image 2

Generate Images From Multiple Models

Generate Videos From Text

Generate Videos From Multiple Models

Projects - Organize Chats And Files

Deep Research

Generate Docs And Slides

Humanize Text

Text To Speech

Access To Full Suite Of AI Tools

SET UP COMPLEX AI WORKFLOWS INSTANTLY

Access To RouteLLM API - Route To The Best Model

iOS And Android Apps With Voice Mode

Intelligent Tasks - Automate Any Task Using AI

Browser Extension - Use AI Chat With Chrome

Create Custom ChatBots

Execute Code, Analyze Data, and Draw Plots

AI Engineer Connects to Github To Submit PRs

Browser Use - AI Controls Your Browser To Automate Tasks

Abacus AI Desktop - AI POWERED CODE EDITOR

Build Full Websites And Mobile Apps Using AI

Bonus Access To Abacus AI Agent And Abacus AI Desktop

[IMG: AI Agent]

[H3]
Abacus AI Agent

A Very Powerful General Purpose Agent

[IMG: icon1]

Generate and host apps

[IMG: icon2]

Create videos, slides and docs

[IMG: icon3]

Automate with Tasks & Triggers

[IMG: icon4]

Research and data analysis

Learn More

[IMG: Arrow Right]

[IMG: Desktop]

[H3]
Abacus AI Desktop

State-of-the-art AI Desktop Assistant

Abacus CoWork

Coding agent and CLI

Desktop assistant and listener

Chrome extension for agentic browsing

Learn More

[IMG: Arrow Right]

[H2]
Augment Your Human Workforce With Gen AI
Instantly increase the productivity of your team with ChatLLM Teams. You can increase productivity by giving your team members:

Ability to understand complex docs in minutes

Generate content to respond to emails and other requests

Find external and internal information in one place

Analysis of your data and spreadsheets almost instantly

Code examples for developers to increase productivity

Create agents to automate tasks in the organization

[H2]
You Have Full Control Over Your Data!!

[IMG: Data Control]

Your data is your own. We won't use your data for training our and others' LLMs

[IMG: Admin Settings]

Admin settings to help you control your chat history and delete conversations

An AI Brain That Connects All Your Tools

Access all the state-of-the-art in one AI Assistant! Integrate with slack or teams, create custom chatbots and AI agents
More powerful and accessible than ChatGPT

Get Started

$10 $7 for the first month, then $10 billed monthly
Learn more

Have Questions?

If you have any questions or feedback, please don't hesitate to reach out to us at support@abacus.ai. Our team is ready to assist you with anything you need, and are always working to improve your experience.

ChatLLM FAQ

[IMG: FAQ]

[IMG: GPT]

GPT 5.5, GPT 5.5 Thinking + Pro

[IMG: Sonnet Opus]

Sonnet 4.6 + Opus 4.8

[IMG: Gemini]

Gemini 3.1 Pro

[IMG: DeepSeek]

DeepSeek v4 + Kimi 2.7

[IMG: Abacus Smaug + OSS]

Abacus Smaug + OSS

[IMG: Grok]

Grok-4.3

Get Started

$10
$7

1st Month Discount
First month then, $10/month

[IMG: Models]
100+ AI & Image Models

[IMG: Vibe Code]
Vibe Code Apps

[IMG: General Purpose Agent]
General Purpose Agent

[IMG: CLI + CoWork]
CLI + CoWork

[IMG: SuperComputer]
SuperComputer

Learn more

Already a user? Log in here

An AI Super Assistant For Enterprises And Professionals

[IMG: X/Twitter]

[IMG: LinkedIn]

[IMG: Facebook]

[IMG: Instagram]

[IMG: YouTube]

Products

ChatLLM

Abacus.AI Enterprise

Research

Research Areas

Publications

Open-Source AI

Company

About Us

Culture

Press

Customers

Jobs

Copyright © 2026 Abacus.AI. All Rights Reserved

Terms of Service

Privacy

Security

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? New!

ChatLLM
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Abacus AI Agent

[H1] Enterprise Agentic AI - Full Stack Agentic AI Platform For Your Organization

Use all the top AI models in the world to build full-stack apps, automate workflows and run autonomous tasks at scale securely.
Our AI native cloud powers our enterprise super assistant and helps 10x your employee productivity.

AI Workflows To Automate Work

[IMG: AI Workflows]

Easily set up AI workflows, connect to all your systems and automate work

Permission AwareRAG Chatbots

[IMG: RAG Chatbots]

Custom chatbots on all your structured and un-structured data

Enterprise Abacus AI Agent

[IMG: AI Agent]

A powerful general purpose agent to build apps, sheets, slides and more

Free Expert Consultation

Experience The Fundamentals

Custom ChatBots On Your Enterprise Data

ChatLLM Operator - Use LLMs To Perform Tasks On A Computer

Abacus AI Agent Builds And Automates Workflows

Plug and play code snippets

Set up pipelines for complex processes and agents

Get a complete picture of your data in one shot

MONITOR AND VERIFY LLM RESPONSES

CONNECT TO MULTIPLE SOURCES

EVALUATE LLM IN A SINGLE GLANCE

SET UP COMPLEX AI WORKFLOWS INSTANTLY

Create An AI Brain For Your Organization

[IMG: Integrations]

[H2] Integrations Supported with 100+ Apps

Seamlessly connect with over 100+ enterprise applications to enhance your AI capabilities.
Our platform integrates with leading tools, ensuring smooth data flow, improved automation,
and effortless scalability for your business operations. Unlock the full potential of AI-driven efficiency today.

Integrations

Built for Enterprise AI

[IMG: SSO + SAML]

SSO + SAML
Secure user authentication with SSO and role-based access control for enterprises

[IMG: Enterprise Class Permissions]

Enterprise Class Permissions
Support for enterprise class permission across all our integrations

[IMG: High-Performance Compute]

High-Performance Compute
Dedicated clusters with GPU support to help create custom models

[IMG: Enterprise-Grade Support]

Enterprise-Grade Support
24/7 expert assistance and a dedicated account manager for seamless AI operations.

[IMG: Compliance & Security]

Compliance & Security
Meets stringent enterprise security standards with SOC 2, GDPR, and HIPAA compliance.

[IMG: Multiple Deployment Options]

Multiple Deployment Options
Multiple deployment options available on different clouds including in-VPC deployments

Compliance and Security

[H2]

Close

An AI Super Assistant For Enterprises And Professionals

[IMG: X/Twitter]

[IMG: LinkedIn]

[IMG: Facebook]

[IMG: Instagram]

[IMG: YouTube]

Products

ChatLLM

Abacus.AI Enterprise

Research

Research Areas

Publications

Open-Source AI

Company

About Us

Culture

Press

Customers

Jobs

Copyright © 2026 Abacus.AI. All Rights Reserved

Terms of Service

Privacy

Security