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BELLISTE / AI COMPARISON

Compare AI models

Choose two models from the same AI category to compare equivalent plans, capabilities and technical details.

Amazon Web Services (AWS)

Amazon Q

84%
Anthropic

Claude

93%

Estimated Belliste score, based on the available capabilities, quality, features and pricing information. It is an indicative profile estimate, not an independent benchmark.

How this profile estimate is calculated

Capabilities contribute 35%, quality wording 30%, listed features 20%, and pricing 15% when available. When capability fields are absent, specialization breadth supplies a 25% fallback. Missing categories are omitted and the remaining weights are rescaled. The estimate uses each model’s own published profile; it does not measure answer accuracy or replace a hands-on test.

OverviewAmazon QClaude
PriceBusiness Lite from $3/user/month · Pro from $20/user/monthFree $0/month · Pro from $20/month
Free planNo permanent free Business seat plan; Developer Free tier is separateYes
Paid plansBusiness Lite $3/user/month · Business Pro $20/user/monthPro $20/month ($17/month annual equivalent) · Max from $100/month · Team from $20/seat/month annually · Enterprise from $20/seat plus usage
Usage limitsIndex capacity billed separately; Lite and Pro features differ
vs
Usage limits vary by plan and model. Free and paid plans use rolling session limits, with additional weekly limits on paid plans.
SpecializationEnterprise AI Assistant · Knowledge Search · Business Productivity · AWS DevelopmentGeneral AI Assistant · Writing · Research · Coding · Data Analysis · Long-context Work
QualityStrong permission-aware enterprise search and citations; separate developer product for codingExcellent for writing, coding, research and long-context knowledge work, with strong reasoning and agentic workflows. Native photo/illustration generation is not offered.
FeaturesCited Enterprise Q&A · File Analysis · 40+ Connectors · Amazon Q Apps · Custom Plugins · SSOAdvanced reasoning · Web search · Research · File analysis · Data analysis · Memory · Projects · Artifacts · Connectors · Claude Code

Key comparison

SpecificationAmazon QClaude
Starting PriceBusiness Lite from $3/user/month · Business Pro from $20/user/month; index capacity billed separately. Developer has a separate Free tier.Free $0/month · Pro from $20/month
AI ModelsAWS-managed foundation models via Amazon Bedrock; Amazon Q Business does not expose a universal user-facing model selector.Sonnet / Opus / Fable / Haiku families; availability varies by plan
Context WindowNot published as one user-visible token limit; retrieval/indexing and response length depend on service configuration and subscription.Up to 1M tokens depending on model
Advanced ReasoningAnalysis and reasoning over enterprise sources; agentic retrieval-augmented generation supported in Q Business.Extended thinking for complex reasoning; availability and effort controls depend on model and plan
Web SearchAmazon Q Web Crawler can index configured websites; no universal live public-web search feature comparable to consumer search assistants.Live web search + web fetch + image search; search responses include direct citations and source links
Deep ResearchMulti-source enterprise synthesis with cited responses; a separately branded Deep Research mode with published report quotas is not documented.Research mode on Pro, Max, Team and Enterprise; performs multi-step searches across web and integrations and returns cited reports
Image UnderstandingExtracts insights from visual elements in PDFs, Word, PowerPoint, Google Docs and Slides; image understanding depends on source and ingestion.JPEG, PNG, GIF and WebP uploads; images up to 8000×8000 px; Claude can analyze visual content
Image GenerationNative text-to-image generation is not a standard Amazon Q Business chat capability; AWS offers separate image-generation services.No — does not natively generate photos or illustrations; can create diagrams, charts and interactive visuals
Voice InputNative consumer-style voice input is not listed as a standard Amazon Q Business web chat feature.Voice input available through dictation and Voice mode; Voice mode is beta across Free, Pro, Max, Team and Enterprise
Voice ConversationsContinuous real-time spoken conversations are not documented as a standard Amazon Q Business feature.Two-way Voice mode on web, desktop, iOS and Android; supports hands-free and push-to-talk modes and can use connected tools
Video UnderstandingCan answer questions from indexed multimedia content including video through supported data sources; direct video upload support is not universally documented.Not disclosed
Conversation MemoryMaintains context within an existing chat and allows users to continue previous conversations; long-term cross-chat personal memory not generally documented.Paid plans can use memory and project summaries across conversations; behavior depends on account experience and settings
File AnalysisUpload files into chat for summaries, questions and data analysis; supported types and size caps depend on the web experience configuration.PDF / DOCX / CSV / TXT / HTML / ODT / RTF / EPUB / JSON / XLSX and images
Integrations40+ managed enterprise data connectors, including S3, SharePoint, OneDrive, Google Drive, Slack, Jira, Salesforce and ServiceNow.Connectors include services such as Google Workspace, Slack and other supported remote MCP integrations; availability varies by plan

Pricing

2 specifications +
SpecificationAmazon QClaude
Free PlanNo permanent free Amazon Q Business seat plan documented. Amazon Q Developer offers a separate Free tier for IDE/CLI assistance and limited advanced requests.Free plan available — core chat, web search, voice, file/code creation and other features are subject to Free-plan usage limits
Usage LimitsBusiness Lite: permission-aware answers of about one page; Pro: answers up to about seven pages plus Q Apps, plugins and advanced integrations. Index capacity billed separately.Rolling 5-hour session limits; paid plans also have weekly limits; exact usage varies by plan and workload

Overview

3 specifications +
SpecificationAmazon QClaude
Primary Use CaseEnterprise knowledge assistant for permission-aware search, cited Q&A, document summaries and business actions.General AI assistant
Best ForEnterprise employees / Internal knowledge bases / IT and HR help desks / Secure document research / AWS teams.Writing / Coding / Research / Long-context work / Professionals / Teams
PlatformsAmazon Q Business web app, embedded web experiences, Chrome/Firefox/Edge extensions, Slack and Microsoft Teams integrations; Developer separately supports IDE/CLI.Web / iOS / Android / Desktop

AI & Models

3 specifications +
SpecificationAmazon QClaude
Model SelectionManaged by AWS for Business chat; model selection not offered as a standard consumer-style dropdown.Yes — additional model choices on paid plans
Knowledge CutoffDepends on managed underlying models; indexed company content refreshes through connector synchronization.Varies by selected model
Real-time Web AccessEnterprise data retrieval from synchronized connectors; optional web crawler indexes configured sites. Not a general-purpose live public web search assistant.Live web search with source citations; Claude can search automatically when useful in the new experience

Chat & Reasoning

3 specifications +
SpecificationAmazon QClaude
General ChatConversational question answering, summaries, brainstorming and follow-up questions grounded in enterprise content.General-purpose conversational assistant for writing, Q&A, analysis, brainstorming and multi-step tasks
Citations / SourcesIn-text citations, source titles, clickable links and contextual snippets from indexed company documents.Direct citations and source links in Web Search; Research produces longer source-backed reports
Custom InstructionsAdmins configure answer restrictions, blocked topics, relevance and app settings; Pro supports custom action plugins.Global Instructions plus Project-specific instructions; preferences can apply across conversations

Productivity

5 specifications +
SpecificationAmazon QClaude
Coding AssistanceAmazon Q Developer (separate product) provides IDE/CLI code suggestions, debugging, code transformation and AWS development assistance.Code generation/debugging plus Claude Code on eligible paid plans; can execute code in supported Claude workflows
Data AnalysisAmazon Q Business can analyze uploaded files and connected business data; Pro includes Amazon Q in QuickSight Reader Pro for natural-language analytics.Sandboxed code execution with Python-based analysis, CSV/TSV processing, charts, visualizations and machine-learning workflows
Document CreationGenerate text summaries, reports and emails; Q Apps Pro can produce reusable structured business workflows, not a universal DOCX/PPTX export suite.Creates and edits XLSX, PPTX, DOCX and PDF files; file creation is available across Claude plans
Canvas / WorkspaceAmazon Q Apps (Business Pro) offers a visual no-code builder with form, input, output and plugin cards for reusable AI-powered apps.Artifacts plus document/design workspaces; can build editable documents, dashboards, diagrams, interactive tools and visual content
Projects / WorkspacesAdmin-managed enterprise Q Business applications, indexed knowledge repositories and organization-wide Q Apps sharing.Projects keep files, instructions and context together; paid Projects can use RAG to expand project knowledge capacity up to 10×

Customization

2 specifications +
SpecificationAmazon QClaude
Custom AssistantsQ Apps (Pro) enables reusable tailored AI applications from natural-language descriptions; custom plugin-based workflows require Pro.Custom reusable workflows through Projects, instructions, skills and plugins rather than a separate GPT-style assistant store
Extensions / AppsAmazon Q Apps, built-in/custom action plugins, browser extensions and embedded chat experiences; Pro required for plugins.Connectors, plugins and desktop extensions; exact catalog and availability vary by plan/workspace

Developer & Business

4 specifications +
SpecificationAmazon QClaude
API AccessAmazon Q Business service APIs support enterprise app/index and chat integrations; billed via user subscriptions and index capacity, not bundled general LLM token credits.Anthropic API available separately through the Claude Console; Claude subscription usage does not include API usage
Team PlanAmazon Q Business Lite $3/user/month and Pro $20/user/month; per-user subscriptions plus index capacity.Claude Team: Standard seats from $20/user/month billed annually ($25 monthly); collaboration and admin features included
Enterprise PlanManaged AWS enterprise deployments with permission-aware retrieval, SSO, connectors, custom plugins and Amazon Q Apps on Pro.Claude Enterprise available with enterprise administration, security and organization features; commercial structure includes seat and usage components
Enterprise SecurityIAM Identity Center SSO, SAML federation, document-level permissions, AWS CloudTrail audit logs, PrivateLink VPC endpoints and FIPS endpoints.Enterprise controls include SSO, SCIM, role-based access, audit logs, retention controls, Compliance API and IP allowlisting

Languages

2 specifications +
SpecificationAmazon QClaude
Multilingual SupportLanguage support depends on Amazon Q Business regional features, source languages and model; not all workflows have equal coverage.Multilingual chat plus localized interface and multilingual Voice mode; voice languages are configured separately
Supported LanguagesMultiple languages supported for enterprise search and chat; a single guaranteed all-feature language count is not published.Interface: English, French, German, Hindi, Indonesian, Italian, Japanese, Korean, Portuguese (Brazil), Spanish (Latin America) and Spanish (Spain); Claude can chat in additional languages

Explore more comparisons

Compare each model with other close options in the same AI category.

Amazon Q
Amazon QAmazon Web Services (AWS)
Grok
GrokxAI
VS
Claude
ClaudeAnthropic
ChatGPT
ChatGPTOpenAI
VS
Amazon Q
Amazon QAmazon Web Services (AWS)
Perplexity
PerplexityPerplexity AI
VS

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