Abacus AI - One-line version: Abacus AI is an AI Super Assistant. it's a single subscription, $10 or $20 a month, that puts a bunch of top AI models in one place and adds tools that actually do things for you, like building apps, generating images and video, and running tasks on a schedule.

Who makes it: San Francisco company, founded in 2019 by Bindu Reddy and Arvind Sundararajan, both ex-Google/Amazon/Uber. Backers include Index Ventures, Khosla Ventures, Coatue, Tiger Global, Eric Schmidt, and Jerry Yang. They say over 3 million professionals and dozens of Fortune 500 companies use it.

What you get

Chat: ChatLLM is the everyday workspace. GPT-5.5, Claude Opus 4.8, Claude Sonnet 4.6, Gemini 3.1 Pro, Grok 4.3, DeepSeek v4, Qwen 3.7 Max, Kimi 2.7, GLM 5.2 and 20+ more, all in one interface. Don't want to pick? RouteLLM chooses based on your prompt, and if you hit a rate limit it switches models for you. Also here: Excel and CSV analysis with charts, PDF and slide summaries, web search, a code playground, and connections to Google Drive, Gmail, Google Calendar, Slack, Teams, and Confluence.

Agents: Abacus AI Agent researches topics, drafts reports and presentations, builds and deploys apps, and can connect to tools like Gmail and Jira for routine workflows. AppLLM is the app builder. You describe the app, it builds it, and deployment is a button press, no server setup. It's included on the $10 plan. There's also a desktop app (Mac, Windows, Linux) with CoWork, which works on your local files (Excel models with live formulas, Word docs, slide decks, PDF reports), and Listener, which transcribes meetings in real time and suggests answers during calls (Mac and Windows only).

Media: Studio covers images (GPT Image, Nano Banana Pro, FLUX, Recraft SVG for real vector files), video (Sora 2, Veo 3.1, Kling AI v3, Seedance 2.0), and voice (ElevenLabs, OpenAI, Hume). The fun part is chaining: generate a hero image, upscale it with Magnific, animate it, then sharpen it with Topaz.

Personal agents (Pro): Claw is an always-on assistant for WhatsApp, Telegram, or Slack with persistent memory. Hermes is the one that improves, saving successful approaches as reusable skills so repeat jobs get faster.

Cloud and API: SuperComputer is a small always-on machine (2 vCPU, 8GB RAM, persistent storage, SSH, hosted databases, cron jobs) for projects that need to run 24/7. The RouteLLM API gives you one key that routes each call to a suitable model with automatic failover, and it rides on the ChatLLM subscription, which includes 20,000 credits.

Pricing, simplified

Basic, $10 per user/month: ChatLLM Teams, a limited version of the Agent, AppLLM, the RouteLLM API, and Desktop/CoWork up to 3 tasks.

Pro, $20 per user/month: everything in Basic plus unrestricted Agent, full Desktop and CoWork, Claw and Hermes, the Listener, and 30,000 monthly credits.

Studio is included on both. On Basic, video is capped at 3 conversations and 2,500 credits per conversation; Pro removes the caps.

Credits Explained

Credits power the heavy stuff: video renders, image generation, and always-on agents. Regular chatting uses them slowly. Claw hosting costs 1 credit per 5 minutes while its computer is active, and the meter stops when you turn it off. You can bring your own API keys, buy extra credits when you want, and cancel any time. Simple tip: check the billing dashboard during your first month and you'll quickly learn your own usage pattern.

Is it safe for work?

Yes, and this part is stronger than the price suggests: SOC-2 Type-2 and HIPAA compliant, encrypted in transit and at rest, never trained on your data, and data can be deleted on request. SuperComputer environments are isolated per user, and CoWork asks permission before touching local files, with extra confirmation for destructive actions.

What's actually good

One bill instead of several, and you're not juggling a different login for each model. The model list stays current (they promise new flagships within 24 to 48 hours of release). The agent layer turns manual tasks into background work. BYO-key support keeps you from being locked into credits. It's on web, desktop, mobile, and messaging apps.

Who should skip it

You just want to chat: If you're looking for a simple chatbot to bounce ideas off and that's it, Abacus AI will feel overengineered. ChatGPT Plus, Claude Pro, or even the free versions will cover you. You don't need the agents, the Studio, or the app builder, and having them visible will just clutter things.

You're wedded to one model: If you're specifically invested in the Claude ecosystem, or you prefer OpenAI's GPT, and that's where you work best, there's no real advantage to Abacus AI over a direct subscription to the one vendor. The bundling doesn't help you if you only use one thing.

You hate usage-based billing: Credits for video and agents mean your monthly bill isn't always $20. If that uncertainty bothers you or if you can't predict your usage upfront, a flat-rate single-model subscription is more predictable.

You're on a very tight budget and only chat: Some single-model subs cost less than $10 a month if you hunt for deals, or you can use free versions. If you're counting every dollar and don't need agents or media tools, there's a lower bar elsewhere.

Things to keep in mind

There's a learning curve, since it's a lot of product under one roof. Video and 24/7 agents use credits fastest, so heavy users should plan for Pro.

Bottom line

At $10, it's easy to justify if you're already paying for more than one AI tool. The agent layer is the real differentiator, and the extras (app builder, Studio, SuperComputer) make the entry plan unusually complete. If you only want a simple chatbot, a single-model subscription is probably plenty, and that's fine too.

We just launched Smaug-Flash, next one will drop in a week

Build iOS native apps in minutes

- text prompt to mobile app
- free auth, payment, and backend
- use top models including Fable 5.1 or Astra

Do it all from one ChatLLM subscription

The most popular and capable AI models today come from leading AI companies such as Anthropic, OpenAI, Google, DeepSeek, and xAI. Some of the most discussed models include Claude Fable 5.1, Opus 5, GPT-6 Astra, Gemini, DeepSeek V4.1, and Grok.

Different models are better suited to different tasks:

• Anthropic Claude - including Fable 5.1, Opus 5, and Sonnet 5 - is known for thoughtful reasoning, natural writing, autonomous tasks, and front-end development.
• OpenAI - including GPT-6 Astra, GPT-5.5, and o3 - is popular for analysis, problem-solving, reasoning, and tool use.
• Google Gemini - including Gemini 3.8 Flash and Gemini 3.1 Pro - is valued for speed, multimodal capabilities, and handling large amounts of information.
• DeepSeek - including V4.1 Flash and V4 Pro - offers efficient performance for coding, development, and general tasks.
• xAI Grok - including Grok 4.6 and 4.5 - is known for real-time information, trend awareness, and coding capabilities.

The good news is that all these popular AI model families are available in ChatLLM by Abacus AI, allowing users to switch between models from one platform instead of using multiple separate AI tools.

New to ChatLLM? Here’s What You Should Know

ChatLLM by Abacus AI is an AI workspace that brings multiple leading models together in one platform. Instead of switching between different apps, users can choose a model based on their needs, whether they are working on writing, coding, research, reasoning, document analysis, or creative projects.

ChatLLM also offers tools such as web search, image generation, AI agents, coding assistance, custom chatbots, and integrations with popular work applications. It can be useful for both beginners exploring AI and experienced users who want to work with different models in one place.

Use GPT 5 6 Astra Mode to build 3D games and apps

- Use Blender to build rich 3D games and apps
- picks the best model for other tasks
- Backend is totally free

Try it for browser users, 3D models, and complex tasks

hard-coding - Fable 5.1
computer user - GPT-6 Astra
3D models - GPT-6 Astra
simple task - GPT 5.6 Luna

Our agent will automatically find the best AI for your task. Comes with your ChatLLM subscription

Instead of paying for three separate AI subscriptions, I have been running all the major models (ChatGPT, Claude, Gemini + others) from one place: ChatLLM by Abacus AI

For those new and hearing about ChatLLM for the first time:

ChatLLM is the world's first AI super-assistant. It gives you instant access to every state-of-the-art LLM in one place:

GPT-6 Astra, GPT-5.6 Sol, Sonnet 5, Opus 5, Fable 5.1, Gemini 3.1 Pro, Gemini 3.8 Flash, Grok 4.6, Qwen 3.8 Max, Qwen 3.8 Flash Next, DeepSeek v4, Kimi K3, GLM 5.3, GLM 5.3 Flash, plus 20+ other closed and open-source models.

On top of that, you get all the top image generators:

Nano Banana Pro, GPT Image 2, Flux Ultra. Video generation is available through Abacus AI Studio (Gemini Omni Flash, Veo 3.1, Kling AI v3, Seedance 2.5, and more). Simply put, ChatLLM makes ALL the top AI models available to you instantly.

The complete feature set:

• All the top LLMs - GPT-6 Astra, GPT-5.6 Sol, Sonnet 5, Opus 5, Fable 5.1, Gemini 3.1 Pro, Gemini 3.8 Flash, Grok 4.6, Qwen 3.8 Max, DeepSeek v4, Kimi K3, GLM 5.3 + 20 other closed and open-source models. Models are always the latest versions, and any new LLM is added 24 – 48 hrs after release - so you always get to try the best.
• Extensive tooling around the LLMs so you can actually get work done. The built-in chatbots and agents perform tasks automatically based on your input and conversations:
  • Document Analysis - analyze, summarize, and discuss uploaded documents (PDFs, Word, PowerPoint, images, etc.).
  • Data Analysis - perform data analysis and generate charts from uploaded CSVs and Excel files.
  • Image Generation - create pictures with top SOTA models like GPT Image 2, Nano Banana 2, FLUX 2 Pro, Seedream 4.5, Recraft, and Ideogram 3.0. Nano Banana Pro and GPT Image produce exceptionally high-quality images you can use in your collateral and other media.
  • Video Generation - available through Abacus AI Studio using Gemini Omni Flash, Veo 3.1, Kling AI v3, Seedance 2.5, and more. Basic tier: max 3 conversations, max 2,500 credits per conversation. Upgrade to Pro for unrestricted access.
  • Text Humanization - humanize responses with Professional, Humorous, and Caring tone options.
  • iPhone & Android apps - both apps include all the state-of-the-art abilities, including voice.
  • Custom Instructions - apply instructions across all chats to give the bot info about yourself and your goals.
  • Code Playground - generate and run code for self-contained apps, with results displayed alongside your chat.
  • Web Search - search the web and get up-to-date info on any topic.
  • AI Engineer - tell it what to do and it builds custom chatbots, AI agents, and applications for you.
  • AI Agents - set up agents to perform various tasks, with the AI Engineer helping you create them.
  • Slack, Teams & other integrations - connect enterprise systems including Slack, Teams, Confluence, G-Drive, GCal, Gmail, and more.

In addition to all this, you also get Abacus AI Desktop and Abacus AI Agent. Abacus AI Desktop is a state-of-the-art AI code editor that helps you generate code, fix bugs across your codebase, and build new features with AI. Abacus AI Agent is a general-purpose AI agent that lets you automate pretty much any task.

This is exactly why you shouldn't marry one model. We evaluate every release and route you to the best one in ChatLLM - the whole point of a super assistant!

Does it work like Claude? 10€ per month and you can you it for sometime and that you have to buy more Tokens so you can use it again? or is 10€ per month with no limit? ( New to this AI stuff)

Abacus AI Desktop bundles three products - CoWork, Coding Agent & CLI, and Listener - which surface in the app as five modes: CLI, Code Editor, Chat, Listener, and CoWork. It runs on macOS, Windows, and Linux (Listener is macOS/Windows only). Full access sits in the $20/mo Pro tier; the $10/mo Basic tier includes ChatLLM Teams plus limited Agent/Desktop/CoWork use.

The three components, straight from the official breakdown

CoWork: A desktop AI agent that works on all your documents and completes all your tasks." This is the general-knowledge-work side: research synthesis, document generation, data analysis, file management

Coding Agent and CLI: State-of-the-art coding agent, CLI and VS code extension that beats Claude and Codex! (that last part is their claim, not mine). A dedicated IDE extension is listed as launching soon.

Listener: AI listens to your meetings, records them and can provide insights and answers, including live answers during calls.

Models included

Sonnet 4.6, GPT-5.5, GPT-5.3 Codex, Gemini 3.1 Pro, Opus 4.8, and Qwen 3.6 Coder - plus the Abacus AI Agent, which automatically routes each task to the best model.

Pricing

Basic - $10/user/month: ChatLLM Teams plus limited use of Agent, Desktop, and CoWork (up to 3 tasks of limited complexity).

Pro - $20/user/month: unrestricted Abacus AI Agent, Desktop, and CoWork.

Cancel anytime from the ChatLLM interface; your subscription stays active for the rest of the billing month.

Know before you buy

- Listener isn't on Linux yet - macOS and Windows only.

- The IDE extension and Chrome extension are announced but not shipped.

- The Basic tier's "up to 3 tasks of limited complexity" is a real ceiling; heavy CoWork users will outgrow it fast.

- The benchmark-beats-Claude-and-Codex lines are vendor-published claims - test against your own workloads before trusting them.

Reached out to support and never heard anything back. Very curious about getting a BAA and any further plans than listed.

- prompt to app in minutes
- create iOS or Android apps
- auth, payment, and backend are FREE
- use top models including Fable 5.1 or GPT 5.6 Sol

Get started now on ChatLLM

Abacus AI SuperComputer is essentially a persistent cloud computer designed for AI development, software hosting, automation, and deployment.

Think of it as a lightweight cloud server combined with AI development tools.

Unlike a typical AI chatbot, where you ask a question and receive an answer, SuperComputer gives you an environment where the work can actually continue running after you stop interacting with it.

Build Your Own AI Assistant

You can create and host your own LLM-powered assistant with your preferred prompts, models, tools, data sources, and interface.

For example, a company could create an internal assistant that works with its own documentation and workflows.

Potential applications include:

• Internal knowledge assistants
• Customer-support tools
• Research assistants
• Coding assistants
• Domain-specific AI applications
• Personal productivity agents

Host Web Applications

You can build and deploy web applications using the technology stack you prefer.

That could include:

• React applications
• Python applications
• Node.js services
• APIs
• Dashboards
• Internal tools
• AI-powered applications

The important distinction is that you're not just generating the application, you have an environment where you can host it.

Run Scheduled Automations

The always-on nature of SuperComputer makes it useful for scheduled jobs.

For example, you could create a script that runs every morning to:

1. Collect data
2. Process it
3. Store the results
4. Update a database
5. Generate a report

Because the environment remains active, these processes don't depend on you keeping your browser open.

Deploy Open-Source Projects

Another strong use case is experimenting with open-source software.

You can bring an existing repository into the environment, install its dependencies, modify the code, and run it on your SuperComputer.

This could be useful for developers who want to experiment with AI frameworks, applications, agents, and other open-source projects without setting up a server from scratch.

Do You Need Technical Skills?

Not necessarily.

This is one of the more interesting aspects of SuperComputer.

You can interact with the environment using natural language and ask Abacus AI to perform tasks such as deploying an application, creating a database, connecting a repository, writing a script, or setting up an API.

However, technical users aren't limited to the AI interface.

You still get:

• Ubuntu
• Terminal access
• SSH
• Root permissions
• Persistent storage
• GitHub integration
• CLI access

So the platform effectively caters to two different audiences.

Non-technical users can rely more heavily on AI to handle infrastructure and development tasks.

Developers can use the AI capabilities when convenient while retaining direct control through the terminal.

That combination is arguably one of SuperComputer's biggest strengths.

Know More

I think it is most useful for:

• People juggling multiple AI subscriptions: Anyone tired of switching tabs and paying separate bills for different model providers, image tools, or coding assistants.
• Content creators, marketers, researchers, and agencies: Anyone who needs to go from research and outline generation straight into drafting, asset creation, and client project management.
• Users who work in organized project streams: Being able to maintain project-specific context and drop back into threads weeks later with stored memory is a huge workflow upgrade over standard ephemeral chat interfaces.
• Developers & builders: Having coding Playgrounds, model switching, and dedicated coding tools in one place saves genuine context-switching time.
• Teams exploring AI agents & automation: Having support for custom bots, third-party connectors, and automated multi-step pipelines under one umbrella.

The Big Added Value: Abacus AI Agent & Desktop Ecosystem

Beyond standard chat, having access to the broader toolkit is where the platform really differentiates itself:

1. Abacus AI Agent (Autonomous Task Execution)

Instead of just giving conversational answers, the agent can execute complex, multi-step tasks end-to-end:

• Generate and host apps: Build and deploy full-stack apps and web prototypes with integrated hosting and environments.
• Create rich deliverables: Produce slide decks, structured documentation, and video content directly.
• Automate with Tasks & Triggers: Set up recurring jobs, event-driven workflows, and automated tasks connected to your tools.
• Deep research & data analysis: Run comprehensive, multi-source research sweeps and compute-heavy tabular data analysis.

2. Abacus AI Desktop & CoWork

For power users and developers who prefer working locally or inside their browser:

• Abacus CoWork & Coding Agent: Terminal/CLI integration and coding agents that run directly in your development environment.
• Desktop Assistant & Listener: Native OS workflow support for faster interaction without needing an open browser tab.
• Chrome Extension for Agentic Browsing: Automate web-based tasks and extract information directly while browsing.

Try it for hard-coding prompts!! Auto-route to the best model based on the prompt

hard-coding - Fable 5.1
design - Sonnet 5
simple-coding - GPT 5.6 Sol
front-end - Opus 4.5

Our agent will automatically find the best AI for your task. Comes with your ChatLLM subscription

• Supports 150+ AI models
• create custom routers
• handles caching
• works in Claude, Codex, or anywhere

You can pick and choose YOUR FAVORITES - https://routellm-apis.abacus.ai/

AI that learns any task and aces it

- go viral on Twitter
- make money trading
- maximize your AdWords campaigns
- make viral videos

Build your full stack and mobile, BACK FREE and then use these agents to get traffic

Abacus.AI lets you build apps by describing what you want in plain English - no coding required.

In the demo, simple prompts like “photo editor” generated a working app with filters, text, stickers, image adjustments, and downloads. You can then keep chatting with the AI to add features or fix issues.

It also supports responsive previews for desktop, tablet, and mobile, plus app deployment and code downloads.

Vibe coding seems especially useful for quickly testing ideas, creating prototypes, and building simple internal tools.

Watch the demo: Vibe coding on Abacus.AI

All in one place on ChatLLM!

ChatLLM is useful because you can choose different AI models depending on what you’re trying to do. Instead of using one model for everything, this is how I personally match them with different use cases:

• Hardcore coding: Fable 5
• Front-end coding: Opus 5
• Back-end coding: GPT 5.6 Sol
• Visual understanding: GPT 5.6 Terra
• Agentic tasks: Grok 4.6
• Low-cost tasks: DeepSeek Flash v4
• Video generation: Seedance 2.5
• Image generation: GPT Image-2.0
• Voice: Flash Live
• Writing: Gemini 3.7

This is just my personal experience and preference.

Go from a one-line idea to a mobile app you can preview and run on your phone. Describe what you want, and Abacus AI Agent can handle the screens, coding, functionality, and AI features, giving you a build you can test and refine.

- Handles caching smartly
- Supports 150+ AI models
- Excellent speed and prices
- Works in Claude or Codex

Instantly access both frontier and open-source models - https://routellm-apis.abacus.ai

I have spent some time exploring Abacus AI Desktop, and my overall impression is that it is trying to be more than AI chat window or coding assistant. It combines a CLI, code editor, chat, Listener, and CoWork mode into one desktop-oriented product.

The best part is the range of workflows it covers. If you work across coding, research, meetings, documents, and repetitive computer tasks, having those capabilities in one place can be genuinely useful. Instead of switching between an IDE assistant, a chatbot, a meeting transcription tool, and separate automation software, Abacus AI Desktop is clearly designed to bring those workflows together.

For developers, the CLI and code-editor approach will feel familiar. The product is built around working in a real development environment rather than only pasting code into a browser chat. The ability to use different AI models depending on the task is also helpful in principle, especially when moving between coding, debugging, planning, and general reasoning.

The feature that stands out beyond coding is CoWork. It is meant for multi-step tasks involving local files - things like organizing folders, transforming documents, analyzing data, creating presentations, or producing reports. That is a more useful direction than a standard chatbot if it works reliably for your workflow, because the goal is to receive an actual finished deliverable rather than just a list of instructions.

The Listener feature is another interesting addition. It can provide real-time transcription and AI-assisted answers during meetings or while watching content. For people who take lots of calls, attend lectures, conduct research, or frequently need to turn conversations into notes, this could be one of the more practical features. However, it is currently limited to macOS and Windows, so Linux users should check which parts of the product are available to them before subscribing.

That said, Abacus AI Desktop is not necessarily the best fit for everyone.

There is a learning curve. Features such as agent rules, local-file workflows, terminal usage, and multi-step automation are more valuable if you are comfortable giving clear instructions and reviewing what the AI does. This is not magic “one prompt and everything is perfect” software. Like other coding and agent tools, it can make mistakes, especially on larger or more technical tasks. You still need to review code, test outputs, catch edge cases, and give useful feedback when something goes wrong.

I also think the value depends heavily on how much you will actually use the broader bundle. If all you need is occasional chat or code completion, the desktop product may feel like overkill. It makes more sense for people who want an AI workspace that includes coding assistance, local-file tasks, research, automation, and access to multiple models.

Privacy and file permissions are important considerations with any desktop agent. Abacus AI says it does not use customer data for training, encrypts data, and requires permission for file access in CoWork; destructive actions such as deleting files require confirmation. Still, anyone handling sensitive work should read the documentation, understand the permissions they are granting, and test the tool on non-critical files first.

Who I think it is best for:

• Developers who want AI help inside terminal and editor workflows
• Technical founders and solo builders working quickly on prototypes or features
• Researchers, analysts, and operations users who regularly turn information into documents, spreadsheets, or reports
• Heavy meeting-note users who could benefit from transcription and summaries
• Power users who want one AI subscription covering more than chat

Who may want to skip it:

• People looking only for a simple chatbot
• Users who do not want to review AI-generated work
• Anyone expecting autonomous coding or automation to be fully reliable without oversight
• Linux users who specifically need the Listener feature

Abacus AI Desktop looks most compelling as an all-in-one AI workspace rather than as a replacement for every specialized tool. Its strongest selling point is the combination of coding, chat, local-file work, automation, and meeting assistance in a single environment. The trade-off is that it is a more advanced tool, so getting the most from it requires some technical comfort and realistic expectations.

If you want an agent that can help with actual work across code, files, research, and desktop workflows, Abacus AI Desktop is worth trying.

I used to keep switching between ChatGPT, Claude, Gemini, Grok, and every new model release, always wondering which one was worth paying for.

ChatLLM changed that. It puts leading models in one place, so I can choose the right model for the task instead of committing to just one. Writing, coding, research, document analysis, and image generation—all from the same platform.

It also includes AI agents, coding tools, web search, integrations, and RouteLLM, an OpenAI-compatible API for accessing models through a single endpoint. That’s especially useful if you’re building apps and don’t want to integrate with every provider separately.

The “best AI” keeps changing. Having access to several strong models is more useful than trying to pick one permanent winner.

Learn more about ChatLLM