Best for
Best for organisations already on AWS that want research, automation, analytics and app building behind one assistant.
- Freelancers
- Small and mid-sized
- Enterprise
No tools match
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AI Chatbots & Assistants Comparison
At a glance
Best for
Best for organisations already on AWS that want research, automation, analytics and app building behind one assistant.
Best for
Best for careful long-document work, polished writing and serious coding.
Cataleo does not name a winner. Both statements come from the vendors themselves.
| Criterion | Amazon Quick | Claude |
|---|---|---|
| Starting price | Free plan; Plus $20 / user / month Billed annually, $25 billed monthly. Max is $100 / user / month annually. The organisation plans (Professional $20, Enterprise $40 per user per month) require an AWS account and add a $250 per account per month infrastructure fee. | Free; Pro $20 / month Max from $100 per month. Team and Enterprise tiers above. |
| Free trial | Free plan, plus a 30-day Enterprise trial for up to 25 users with the infrastructure fee waived | Free tier |
| Commercial use | Yes | Yes |
| Output | Documents, presentations, spreadsheets, images, dashboards, cited research reports and interactive web apps | Long-context chat, writing, coding and file analysis |
| API | Yes, existing Amazon QuickSight APIs and SDKs continue to work unchanged | Yes |
| Hosting | Cloud (SaaS), plus a desktop application | Not stated |
| Ecosystem | AWS. Built-in connectors for Jira, Box, Canva, HubSpot, Notion, QuickBooks, Salesforce, ServiceNow, Shopify, Slack, Smartsheet and Zoom, plus MCP and OpenAPI for anything else; usable from the web, a desktop app, Chrome, Slack, Microsoft Teams and Microsoft 365 | Anthropic apps, connectors and MCP; smaller consumer ecosystem than ChatGPT |
| Live web search and sources | Yes, Quick Research works across the web and your own data and delivers the result as a cited report | Yes, web search with sources |
| Files and long documents | Yes, Quick Index connects organisation documents and data sources so answers are grounded in them, and the desktop app works with local files | Yes, large context window and file handling |
| Images, voice and video | Turns a conversation into documents, presentations, spreadsheets and images without leaving the app | Reads images and files; no image, audio or video generation |
| Coding help | No coding assistant is documented. AWS aims Quick at anyone who works with information, stating that no technical skills or coding experience are required, and the apps, flows and automations it builds are described in natural language rather than written | Yes, strong coding and Artifacts |
| Model choice | No model picker. AWS documents Quick as fully managed, with no infrastructure to provision, no models to host and no ML expertise required, and states that customer data is not used to train models on any plan | Yes, Opus, Sonnet and Haiku tiers |
| Deployment | Cloud (SaaS), Browser-based | Cloud (SaaS), Browser-based |
| Support | Not stated | Email helpdesk |
| Onboarding | Documentation and knowledge base | Documentation and knowledge base |
| Company size | Freelancers, Small and mid-sized, Enterprise | Freelancers, Small and mid-sized, Enterprise |
| Integrations | Jira, Box, Canva, HubSpot, Notion, QuickBooks, Salesforce, ServiceNow, Shopify, Slack, Smartsheet, Zoom, Microsoft Teams, Microsoft 365 | more entries Google Drive, Gmail, Google Calendar, Microsoft 365, Slack, Notion, Canva, Figma, Atlassian, HubSpot, Asana, Linear, monday.com, Box, Miro |
Adds a column to the table, from the tools in this category.
Row where the values differ The small markers point at the lower number, the longer list or the stated feature. They describe the data, they are not a verdict.
The short version
Every line is one datapoint from the table above, picked automatically. Nothing here is written text.
The trade-offs
Amazon Quick
Strengths
Limitations
Claude
Strengths
Limitations
Plans
Amazon Quick
Claude
What users say
Amazon Quick
No reviews yet. Nothing has been published here yet, and no score is shown. How a review is checked before it appears is described below.
Claude
No reviews yet. Nothing has been published here yet, and no score is shown. How a review is checked before it appears is described below.
Reviews are not published yet. The form on a tool's page works and reaches us, but nothing from it appears on this site, so no score here is based on a review. The rules below are the ones that will apply once reviews go live.
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Where this comes from
Amazon Quick https://aws.amazon.com/quick/ · checked against the official source on 2026-09-05
Claude https://claude.ai · no check date recorded yet
This table lists factual criteria taken from information the vendors publish themselves. For how we put it together, see the methodology.