What Abacus.AI does

Abacus.AI, Inc. is a San Francisco-based, privately held AI platform company founded in 2019 (originally as RealityEngines.AI, rebranded in 2021). It operates a unified AI super-assistant and end-to-end AI platform that consolidates access to more than 100 large language and generative models (including OpenAI GPT, Anthropic Claude, Google Gemini, xAI Grok, DeepSeek, Moonshot Kimi, Zhipu GLM, Alibaba Qwen, plus proprietary Abacus Smaug and open-source Dracarys coding models) behind a single chat interface and a set of adjacent products: Abacus AI Agent/DeepAgent for autonomous multi-step task execution, Abacus AI Desktop as an AI code editor with CoWork CLI, Abacus AI Studio for image/video/audio generation, Abacus AI SuperComputer as an always-on cloud environment, and Abacus.AI Enterprise for production-grade AI workflows, custom RAG, structured ML, forecasting, anomaly detection, and recommendation systems. Underlying technical differentiators include RouteLLM automatic model routing, custom RAG/agentic workflow orchestration, GAN-based synthetic data augmentation, and SOC-2 Type-2 / HIPAA-compliant deployment.

The company's commercial model is bifurcated. ChatLLM Teams and Abacus AI Studio are sold via self-serve at $10 per user/month (with a $7 first-month promotional price and unlimited users on the Teams tier), supported by usage-based credit consumption and a $20/month Pro tier aimed at solopreneurs and non-technical founders. Abacus.AI Enterprise is sold through a request-a-demo motion with custom multi-year contracts, bundled with professional services, targeting larger organizations that need agentic workflows on proprietary data, enterprise security and permissions, and applied ML use cases such as fraud detection, forecasting, personalization, and NLP/vision. Distribution combines a product-led growth funnel with an enterprise field-sales and inside-sales motion, complemented by an open-source and academic research presence (NeurIPS 2023 publications, Dracarys and Abacus Smaug releases, LiveBench AI benchmark). Total disclosed funding is approximately $85–90 million across a Series B led by Coatue ($22M, 2020–2021), a Series C led by Tiger Global Management ($50M, October 2021), with Eric Schmidt and Index Ventures among the named investors; reported ARR was approximately $30 million as of 2025 per third-party tracking.

Name

Abacus.AI

Legal name

Abacus.AI, Inc.

Website

https://abacus.ai/

Company type

Private

Founded year

2019

Operating status

Operating

Headcount range

101–250 employees

Short description

Abacus.AI is a San Francisco-based AI platform company offering a unified super-assistant that consolidates 100+ LLMs, autonomous agents, creative tools, and enterprise ML capabilities, serving professionals, SMBs, and large enterprises via $10/month subscriptions and custom enterprise contracts.

Ownership category

akta.pro rank

Product category

AI Platform and MLOps

NAICS

Software Publishers (513210)

SIC

Services-Prepackaged Software (7372)

akta.pro primary industry

End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA)

akta.pro secondary industries

Agents & Autonomous Workflows (Tool Use, Planning, Multi-Agent) (HDAAACAF), AI Integration & Orchestration Platforms (Connectors, Workflow, iPaaS for AI) (HDAEANAI)

Keywords

• AI platform
• Machine learning operations
• Generative AI assistants
• Autonomous AI agents
• Enterprise AI software

Headquarters

HQ city

San Francisco

HQ country

United States

HQ region

North America

Offices2 records

Markets served

GTM type

B2B and B2C

Offering type

Software

Cost components

Personnel, Technology or R&D, Infrastructure, Marketing or Sales, Operations

Revenue model

1. ChatLLM Teams subscription: Recurring monthly subscription at $10/user/month, billed monthly. Unlimited team members allowed, billed immediately at the same per-user rate for any new users added.
2. Usage-based credits consumption: Usage-based pricing model starting at $10/month with 20K credits; rate limits applied to large attachments and video generation, with automatic model switching when limits are hit.
3. Abacus.AI Enterprise (custom contracts): Custom enterprise pricing for larger organizations, sold via request-a-demo motion; covers end-to-end AI platform with enterprise-grade security, permissions, and complex agentic workflows.
4. Professional services / consulting: Implementation, training, and advisory consulting services bundled with platform subscriptions for enterprise customers.
5. Abacus AI Studio subscription: Subscription to AI creative studio (image, video, speech generation) at $10/month with first-month discount of $7, billed monthly.

Pricing tiers

Go-to-market motion5 records

Distribution channels5 records

Marketing channels7 records

Core offering

Abacus.AI provides a unified AI super-assistant platform combining access to 100+ large language models, image and video generators, and autonomous AI agents through ChatLLM, Abacus AI Agent (DeepAgent), Abacus AI Desktop, Abacus AI Studio, Abacus AI SuperComputer, and Abacus.AI Enterprise. The platform serves both individual professionals/teams via self-serve $10/month subscriptions and large organizations via custom enterprise contracts, delivering capabilities spanning chat, coding, generative media, RAG chatbots, predictive ML, fraud detection, and AI workflow automation.

Product overview

Abacus.AI offers a unified AI super-assistant platform combined with multiple modular enterprise products, designed for both individual professionals and large organizations. The platform is structured as a platform-plus-modules architecture: the flagship ChatLLM (including ChatLLM Teams) provides a single chat interface with access to 100+ top LLMs, image and video generators, Vibe Coding, and project memory; Abacus AI Agent (DeepAgent) serves as a general-purpose autonomous agent for Vibe Coding apps, creating presentations, and automating multi-step tasks; Abacus AI Desktop is an AI-powered code editor with a CoWork CLI; Abacus AI Studio is a creative workspace for image, video, and audio generation; Abacus AI SuperComputer is an always-on cloud platform for deploying AI-native software and agents; and Abacus.AI Enterprise delivers structured ML capabilities across predictive modeling, forecasting, anomaly detection, NLP, vision AI, recommendation engines, AI workflows, and custom RAG. The company also develops proprietary and open-source models including Abacus Smaug and Dracarys, and maintains the LiveBench AI benchmark.

Differentiator

Problem solved

Functional benefit

Brands

• ChatLLM: AI super assistant for professionals and small teams, providing access to 100+ LLMs, image and video generators, with subscription starting at $10/month.
• Abacus.AI Enterprise
• Abacus AI Agent (DeepAgent)
• Abacus AI Desktop
• Abacus AI Studio
• Abacus AI SuperComputer
• Abacus Smaug

Products and services

• ChatLLM Abacus.AI's flagship AI super-assistant for professionals and small teams, providing a single chat interface with access to 100+ top LLMs (GPT-5.5, Claude Sonnet 4.6/Opus 4.8, Gemini 3.1 Pro, DeepSeek v4, Kimi 2.7, GLM 5.2, Abacus Smaug, Grok-4.3, Qwen 3.7 Max), top image and video generators, Vibe Coding, document analysis, data analysis, custom chatbots, project memory, and SaaS app integrations.
• ChatLLM Teams Team-focused version of ChatLLM enabling multi-user collaboration, project organization, file management, custom instructions, admin settings, billing management, and integration with Slack, Teams, Confluence, G-Drive, GCal, and Gmail. Priced at $10/user/month with unlimited users.
• Abacus AI Agent (DeepAgent) General-purpose autonomous AI agent that performs multi-step real-world tasks including full-stack app generation via Vibe Coding, presentations, research, data analysis, browser automation, GitHub PR creation, multi-agent code review, customer support, and sales outreach. Includes Agent Swarm for parallel multi-agent orchestration and is bundled with ChatLLM subscriptions.
• Abacus AI Desktop AI-powered code editor and CoWork CLI for developers, including a coding agent, desktop assistant and listener, Chrome extension for agentic browsing, and access to 100+ AI models for code generation, bug fixing, and feature creation. Bundled with ChatLLM Teams.
• Abacus AI Studio All-in-one AI creative powerhouse for generating, editing, and enhancing images, videos, and audio in a single chat-style workspace. Provides access to 50+ top video, image, and speech models (Nano Banana Pro, Kling, SeeDance, Sora 2, Veo 3.1, ElevenLabs, OpenAI, Hume) with Auto Mode for automatic model routing, multilingual voice input, and image-to-image/image-to-video workflows. Priced at $10/month.
• Abacus AI SuperComputer Autonomous always-on cloud platform for building, deploying, and scaling AI-native software, providing 24/7 servers, storage, databases, S3 storage, GitHub and AWS integration, one-click deployment of Claw/Hermes agents, public app hosting, and SSH access. Enables hosting of open-source LLMs, APIs, chatbots, AI copilots, full-stack applications, and game servers.
• Abacus.AI Enterprise End-to-end enterprise AI platform for organizations to automate applied AI use cases, including Enterprise Gen AI (AI workflows, custom RAG chatbots, agentic workflows on enterprise data), Structured ML (predictive modeling, forecasting, anomaly detection, fraud detection, NLP, vision AI, recommendation engine, personalization AI), and Discrete Optimization solutions with enterprise-grade security, permissions, governance, and high availability.

Quantifiable outcome

• 62.3% success rate on SWE-bench coding benchmark (2026)
• +3 more outcomes

Segments7 records

Ideal customer profiles7 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration19 records

AI capability18 records

Feature10 records

Partnerships

29 partnerships are on record, tiered core.

• OpenAIcoreTechnology or IntegrationGPT-5.5, GPT-5.5 Thinking, GPT-5.5 Pro, GPT Codex 5.3, o3, and GPT Image models are integrated into ChatLLM, Studio, and the Abacus.AI platform under zero data retention terms.
• Google (DeepMind)coreTechnology or IntegrationGemini 3.1 Pro and Gemini 3.5 Flash models are integrated into ChatLLM, plus Imagen 4 in Studio; Google Workspace APIs (Gmail, Drive, Docs) are accessed under full Google Limited Use compliance.
• AnthropiccoreTechnology or IntegrationClaude Sonnet 4.6 and Opus 4.8 are integrated into ChatLLM under zero data retention terms.
• xAIcoreTechnology or IntegrationGrok-4.3, Grok Imagine Image, and Grok Imagine Video are integrated into ChatLLM and Abacus AI Studio.
• DeepSeekcoreTechnology or IntegrationDeepSeek v4 model is integrated into ChatLLM as part of the 100+ model lineup.
• Moonshot AI (Kimi)coreTechnology or IntegrationKimi 2.7 thinking model is integrated into ChatLLM.
• Zhipu AI (GLM)coreTechnology or IntegrationGLM 5.2 model is integrated into ChatLLM as part of the 100+ model lineup.
• Alibaba (Qwen)coreTechnology or IntegrationQwen 3.7 Max is integrated into ChatLLM.
• OpenAI (Sora)coreTechnology or IntegrationSora 2 video model is integrated into Abacus AI Studio for AI video generation.
• Kuaishou (Kling)coreTechnology or IntegrationKling AI v3, Kling AI O3, and Kling v2.6 Motion Control are integrated into Abacus AI Studio.
• Bytedance (Seedance)coreTechnology or IntegrationSeedance 2.0 and Seedance 1.5 Pro video models are integrated into Abacus AI Studio.
• Luma LabscoreTechnology or IntegrationLuma Labs video model is integrated into Abacus AI Studio.
• ElevenLabscoreTechnology or IntegrationElevenLabs speech models (TTS/STT/speech-to-speech) are integrated into Abacus AI Studio.
• MidjourneycoreTechnology or IntegrationMidjourney image generation model is integrated into Abacus AI Studio.
• Black Forest Labs (FLUX)coreTechnology or IntegrationFLUX.2 [Pro] and Magnific Upscaler image models are integrated into Abacus AI Studio.
• IdeogramcoreTechnology or IntegrationIdeogram 3.0 image model is integrated into Abacus AI Studio.
• RecraftcoreTechnology or IntegrationRecraft SVG vector graphics generation is integrated into Abacus AI Studio.
• Topaz LabscoreTechnology or IntegrationTopaz Upscaler is integrated into Abacus AI Studio for video enhancement.
• Alibaba (Wan)coreTechnology or IntegrationWan 2.5 and Wan 2.7 video and image models are integrated into Abacus AI Studio.
• Amazon Web Services (AWS)coreTechnology or IntegrationAWS integration is offered on the Abacus AI SuperComputer for cloud storage, scalable compute, and connecting to customers' broader data/infra stack.
• GitHubcoreTechnology or IntegrationGitHub integration is built into Abacus AI SuperComputer and the AI Engineer, enabling the agent to read code, raise PRs, and build features directly.
• SlackcoreTechnology or IntegrationChatLLM integrates with Slack so teams can build custom chatbots, agents, and workflows on Slack data (mentions analyzer, weekly declutter, PR alerts, etc.).
• Microsoft TeamscoreTechnology or IntegrationMicrosoft Teams is one of the supported integration targets for ChatLLM and its AI Engineer.
• Atlassian (Confluence)coreTechnology or IntegrationConfluence is a supported integration target so ChatLLM can build custom chatbots and agents on Confluence content.
• SalesforcecoreTechnology or IntegrationSalesforce MCP integration enables Abacus AI Agent to pull data from Salesforce and deliver weekly performance tables and leaderboards.
• Jira (Atlassian)coreTechnology or IntegrationJira integration allows Abacus AI Agent to monitor new Jira issues and convert them into GitHub PRs automatically.
• StripecoreTechnology or IntegrationAbacus AI Agent can build multi-page websites with Stripe payment integration, enabling one-prompt go-to-market solutions.
• WordPresscoreTechnology or IntegrationAbacus AI Agent posts weekly blogs automatically to WordPress in the user's style.
• NeurIPS (Conference on Neural Information Processing Systems)coreStrategic or Co-development PartnerAbacus.AI team had five papers at NeurIPS 2023 (3 main conference including 1 oral, 2 workshops including 1 invited talk), establishing research collaboration with the broader ML research community.

Scale indicators11 records

Recent moves7 records

Expansion highlights6 records

Broad incumbents

• OpenAI: OpenAI's ChatGPT and API platform directly competes with ChatLLM as a multi-model chat interface and now ships its own agentic capabilities (Operator, ChatGPT Agent) that compete with Abacus AI Agent/DeepAgent.
• Anthropic: Anthropic's Claude (consumer and API) is both a key model provider integrated into ChatLLM and a direct competitor in the enterprise Gen-AI assistant category with its own agentic and computer-use features.
• Google (Gemini / Vertex AI): Google provides Gemini models integrated into ChatLLM and competes through Vertex AI as an enterprise AI/ML platform with similar Gen AI, structured ML, and MLOps capabilities as Abacus.AI Enterprise.
• Microsoft (Azure AI / Copilot): Microsoft's Azure AI Foundry and Copilot stack offer enterprise Gen-AI, agentic workflows, and MLOps comparable to Abacus.AI Enterprise, while Microsoft Teams integration is one of Abacus's own connectors.

Direct peers

• Hugging Face: Hugging Face is the leading open-source model hub and Inference API provider offering multi-model access comparable to Abacus's 100+ model aggregation, and competes in the same developer and enterprise communities.
• DataRobot: DataRobot is an enterprise AI/ML platform offering AutoML, MLOps, forecasting, and Gen-AI capabilities that overlap directly with Abacus.AI Enterprise's structured ML and Gen AI offerings.
• H2O.ai: H2O.ai provides an enterprise AI platform with AutoML, LLM Studio, and MLOps features comparable to Abacus's predictive modeling, forecasting, and Gen-AI workflows.

Emerging players

• Together AI: Together AI provides a multi-model inference API and open-source model hosting platform, directly comparable to Abacus AI SuperComputer's hosting of open-source LLMs and API-based multi-model access.
• Poe (by Quora): Poe is a consumer chat product that aggregates multiple LLMs (GPT, Claude, Gemini, Llama) behind a single subscription interface — a more limited version of ChatLLM's multi-model aggregation thesis.
• Scale AI: Scale AI provides enterprise AI infrastructure for fine-tuning, evaluation, and deployment of LLMs and computer-vision models, partially overlapping with Abacus.AI Enterprise's enterprise AI platform and model lifecycle offerings.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

• Xx.com/abacusai
• Facebookfacebook.com/AbacusAI

Compliance5 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles3 records

Funding overview

Funding rounds4 records

Investors8 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Abacus.AI