OpenAI Dots vs. Project Astra Comparison


OpenAI Dots OpenAI	Project Astra Google	+	+
Learn More Update Features	Learn More Update Features	Add To Compare	Add To Compare


		Related Products Retool Retool is the AI-native enterprise app development platform where teams build and ship production-ready apps — at AI speed, with enterprise governance built in. Describe what you need and get a working app, import React-based apps from Lovable, Replit, or Claude Code, or connect your AI agent via MCP. However your team builds, every app lands in Retool with RBAC, SSO, audit logging, and your existing permissions already in place. Retool connects to databases, APIs, LLMs, and external tools out of the box. Teams can build AI agents, dashboards, workflows, and full-stack apps — with a visual editor for speed and direct code access for precision. Trusted by over 10,000 organizations including Amazon, Stripe, DoorDash, and OpenAI to get AI-built apps safely to production. 593 Ratings Visit Website Astra Pentest Astra’s Pentest is a comprehensive penetration testing solution with an intelligent automated vulnerability scanner coupled with in-depth manual pentesting. On top of 10000+ tests including security checks for all CVEs mentioned in the OWASP top 10, and SANS 25, the automated scanner also conducts all tests required to comply with ISO 27001, HIPAA, SOC2, and GDPR. Astra offers an interactive pentest dashboard that the user can use to visualize vulnerability analyses, assign vulnerabilities to team members, and collaborate with security experts. And if the users don’t want to get back to the dashboard every time they want to use the scanner or assign a vulnerability to a team member, they can simply use the integrations with CI/CD platforms, Slack, and Jira. 295 Ratings Visit Website LM-Kit.NET LM-Kit.NET is a complete local AI runtime for .NET that lets engineering teams ship AI-powered features without cloud dependencies, per-token costs, or data leaving the network. Most .NET AI integrations stop at inference. LM-Kit.NET covers the full range of capabilities production applications actually need: agentic workflows with tool calling, planning, and memory; document intelligence with OCR and structured extraction; retrieval-augmented generation with built-in vector storage; multilingual speech-to-text; vision and multimodal understanding; text analysis with classification, NER, PII extraction, and sentiment; and text generation with translation, summarization, and constrained output. Ships in one NuGet package, runs in-process with no sidecar services, and works across all major hardware acceleration backends. Drop-in replacement for Semantic Kernel through its Microsoft.Extensions.AI compatibility layer. 29 Ratings Visit Website ClickUp Every day your team loses hours bouncing between disconnected apps. The problem isn't your people. It's that your software was never built to work together. Bundling tools doesn't fix it. You need convergence. ClickUp is one platform where projects, docs, chat, goals, and AI share the same foundation so nothing gets lost. AI Agents handle busywork around the clock. Context is always intact. Your whole operation finally runs like it should. Tasks, 15+ views, automations, real-time docs, built-in chat, time tracking, whiteboards, goals with automatic rollups, and 1,000+ integrations. All connected. All in one place. Enterprise-ready: SOC 2 Type II, SSO/SAML, advanced permissions. Trusted by teams from startups to the Fortune 500. Stop patching a broken system. Get back the hours your team was never supposed to lose. Free Forever plan available. No credit card required. 18,385 Ratings Visit Website Serviceaide Serviceaide is a complete service management solution that can be implemented in weeks, not months, and intuitive to use. With low administration costs and quick implementation, you will see a real return on your investment. A flexible platform that works either on premise or in the cloud. Serviceaide is based on ITIL best practices and has been designed to be a comprehensive solution with all the components your team needs. You can choose the environment that best suits your technology, compliance, and infrastructure needs. Affordable and comprehensive, Serviceaide provides IT staff with the functions required to manage everything from ticketing to incident, change and asset management and more. Serviceaide includes a virtual agent, self-service portals and AI-based features to support analyst and end user productivity. Automate processes across technical workflows, services and business processes for business agility. 244 Ratings Visit Website StackAI StackAI is an enterprise AI automation platform to build end-to-end internal tools and processes with AI agents in a fully compliant and secure way. Designed for large, regulated organizations, it enables teams to automate complex workflows across operations, compliance, finance, IT, and support without heavy engineering. With StackAI you can: • Connect knowledge bases (SharePoint, Confluence, Notion, Google Drive, databases) with versioning, citations, and access controls • Publish AI agents as chat assistants, advanced forms, or APIs integrated into Slack, Teams, Salesforce, HubSpot, or ServiceNow • Govern usage with enterprise security: SSO (Okta, Azure AD, Google), RBAC, audit logs, PII masking, data residency, and cost controls • Route across OpenAI, Anthropic, Google, or local LLMs with guardrails, evaluations, and testing • Deploy in multi-tenant cloud, dedicated cloud, private cloud, or on-premise 54 Ratings Visit Website Checksum.ai Checksum is a continuous quality platform that autonomously generates, runs, and maintains tests so engineering teams can ship AI-generated code without trading speed for reliability. Unlike copilots that wait for prompts, Checksum works as a background agent, detecting what needs testing, generating production-ready Playwright, and healing broken tests automatically. Seventy percent of failures resolve autonomously, keeping suites green without manual effort. Built on fine-tuned data from 1.5+ million test runs, Checksum covers every layer of the SDLC: end-to-end, API, and CI testing from a single platform. Tests are delivered as standard Playwright code, submitted as a PR to your repo. No vendor lock-in. Checksum integrates natively with Cursor, Claude Code, and 100+ coding agents via /checksum slash commands, so code is tested before a human ever reviews it. AI handles generation and healing on Checksum's cloud: no LLM tokens. The result: ship faster, with confidence. 1 Rating Visit Website Creatio Creatio is an AI CRM and workflow platform where people and AI agents work together — with no limits on users, agents, workflows, or scale. Built for midsize and large organizations, it combines best-in-class CRM across sales, marketing, and service with an AI-native, no-code engine that lets business teams automate workflows, deploy AI agents, and adapt processes without developer dependency. The platform includes Creatio Business Studio for building applications and AI agents using natural language and visual designers, and Creatio AI Studio — a dedicated environment for managing the full enterprise agent lifecycle, from building and deploying to governing and optimizing agents at scale. The AI CRM suite covers Marketing, Sales, and Service, each with embedded AI agents that handle routine tasks autonomously so teams can focus on higher-value work. Creatio's Unlimited Enterprise model removes per-seat, per-agent, and per-workflow pricing constraints entirely — the more your people and AI agents do together, the more value you get, without the cost scaling with it. The platform supports industry-specific deployments across 20+ verticals including financial services, manufacturing, high-tech, and public sector, backed by 700+ marketplace add-ons and a global network of 500+ partners. Recognized as a Leader and Strong Performer across multiple Gartner and Forrester reports, Creatio serves thousands of customers in 100+ countries. 586 Ratings Visit Website Bright Data Bright Data is the world's #1 web data, proxies, & data scraping solutions platform. Fortune 500 companies, academic institutions and small businesses all rely on Bright Data's products, network and solutions to retrieve crucial public web data in the most efficient, reliable and flexible manner, so they can research, monitor, analyze data and make better informed decisions. Bright Data is used worldwide by 20,000+ customers in nearly every industry. Its products range from no-code data solutions utilized by business owners, to a robust proxy and scraping infrastructure used by developers and IT professionals. Bright Data products stand out because they provide a cost-effective way to perform fast and stable public web data collection at scale, effortless conversion of unstructured data into structured data and superior customer experience, while being fully transparent and compliant. 1,424 Ratings Visit Website Gemini Enterprise Agent Platform Gemini Enterprise Agent Platform is a comprehensive solution from Google Cloud designed to help organizations build, scale, govern, and optimize AI agents. It represents the evolution of Vertex AI, combining advanced model development with new capabilities for agent orchestration and integration. The platform provides access to over 200 leading AI models, including Google’s Gemini series and third-party options like Anthropic’s Claude. It enables teams to create intelligent agents using both low-code and code-first development environments. With features like Agent Runtime and Memory Bank, businesses can deploy long-running agents that retain context and perform complex workflows. The platform emphasizes security and governance through tools like Agent Identity, Agent Registry, and Agent Gateway. It also includes optimization tools such as simulation, evaluation, and observability to ensure consistent agent performance. 999 Ratings Visit Website
About OpenAI Dots are always-on AI agents designed to take ownership of ongoing projects and proactively move work forward between conversations. Powered by GPT-6 Astra, each dot can start with context from a user's ChatGPT memory and use Codex, connected applications, and its own cloud computer to complete tasks. Users can assign a dot a responsibility, specify what it should focus on, and determine which applications and information it can access. Dots can identify next steps, monitor changing information, perform work, and bring completed materials or important decisions back to the user for review. They can support workflows such as financial analysis, presentations, sales evaluations, software development, API migrations, content creation, and project monitoring. Users remain in control through configurable permissions, Custom Rules, approval requirements, action reviews, and the ability to redirect or pause a dot at any time.	About Project Astra, developed by Google DeepMind, is an innovative AI research prototype designed to function as a universal AI assistant that can assist with everyday tasks. The platform integrates conversational AI with tools like Google Search, Maps, and Lens, offering real-time responses to queries and providing personalized assistance. Users can interact naturally, either through voice or by sharing video, allowing Project Astra to help with everything from planning daily activities to answering questions based on visual input. Its memory capabilities allow it to retain details from past conversations, making interactions more seamless and contextually relevant over time.
Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Supported On-Premises Not Supported iPhone Supported iPad Supported Android Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Supported Chromebook Not Supported
Audience Professionals, developers, engineers, finance teams, sales leaders, content creators, and organizations that want persistent AI agents to proactively manage projects, automate workflows, monitor changing information, and complete multi-step work under user-defined permissions and oversight	Audience Project Astra is aimed at users seeking a next-generation AI assistant that integrates seamlessly into daily life, enhancing productivity, creativity, and decision-making through natural conversation and real-time visual context
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Not Supported
API Offers API Not Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing $20/month Free Version Not Supported Free Trial Not Supported	Pricing No information available. Free Version Not Supported Free Trial Not Supported
Reviews/Ratings Overall 5.0 / 5 ease 5.0 / 5 features 5.0 / 5 design 5.0 / 5 Read all reviews	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software
Pros & Cons from Real Users Pros What I like most is that it feels less like “using AI” and more like delegating work. I can give a Dot an ongoing objective, let it work across apps and the web, and have it come back when it needs input instead of babysitting every step. The always-on part is the biggest difference. Recurring research, follow-ups, monitoring, admin work, and multi-step workflows make a lot more sense when the agent can keep working after I leave the chat. I also like that each Dot gets its own cloud computer and browser. That gives it a much more complete working environment than a normal chatbot, especially when a task involves websites, files, tools, and multiple systems. Cons The downside is that something this capable needs careful permissions. I would be conservative about local computer access, sensitive accounts, external messages, and anything destructive until I was comfortable with the rules and approval flow.
Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Not Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information OpenAI Founded: 2015 United States openai.com	Company Information Google Founded: 1998 United States deepmind.google/technologies/project-astra/
Alternatives Perplexity Computer Perplexity AI	Alternatives Astra Streaming DataStax
Claude Code Anthropic	11.ai ElevenLabs
Viktor Viktor.com	AstraSchools Letitu
	Astra by Sellrbox Sellrbox
View All	Tycoon AI View All
Categories AI Agents Supported	Categories AI Assistants Supported

Integrations ChatGPT Supported ChatGPT Canvas Supported ChatGPT Enterprise Supported ChatGPT Images Supported ChatGPT Images 2.0 Supported ChatGPT Images 2.5 Supported ChatGPT Plus Supported ChatGPT Work Supported GPT-5.6 Luna Supported GPT-5.6 Sol Supported GPT-5.6 Terra Supported GPT-6 Astra Supported GPT-6 Sol Supported Google Drive Supported Microsoft SharePoint Supported OpenAI Supported Slack Supported Slack Code Supported iMessage Supported Show More Integrations View All 25 Integrations	Integrations ChatGPT Not Supported ChatGPT Canvas Not Supported ChatGPT Enterprise Not Supported ChatGPT Images Not Supported ChatGPT Images 2.0 Not Supported ChatGPT Images 2.5 Not Supported ChatGPT Plus Not Supported ChatGPT Work Not Supported GPT-5.6 Luna Not Supported GPT-5.6 Sol Not Supported GPT-5.6 Terra Not Supported GPT-6 Astra Not Supported GPT-6 Sol Not Supported Google Drive Not Supported Microsoft SharePoint Not Supported OpenAI Not Supported Slack Not Supported Slack Code Not Supported iMessage Not Supported Show More Integrations
Claim OpenAI Dots and update features and information Claim OpenAI Dots and update features and information	Claim Project Astra and update features and information Claim Project Astra and update features and information