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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%
Perplexity AI

Perplexity

80%

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 QPerplexity
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 separateStandard Free: basic searches with limited Pro Search and Research
Paid plansBusiness Lite $3/user/month · Business Pro $20/user/monthPro $20/month or $200/year; Max $200/month; Enterprise Pro from $40/seat/month
Usage limitsIndex capacity billed separately; Lite and Pro features differ
vs
Limits depend on search mode, subscription and workload
SpecializationEnterprise AI Assistant · Knowledge Search · Business Productivity · AWS DevelopmentWeb Research · Answer Engine · Market Intelligence · Knowledge Work
QualityStrong permission-aware enterprise search and citations; separate developer product for codingStrong real-time cited search and multi-model research; advanced workflows have plan limits
FeaturesCited Enterprise Q&A · File Analysis · 40+ Connectors · Amazon Q Apps · Custom Plugins · SSOWeb Search · Research · Citations · Spaces · File Analysis · Comet · Create files and apps

Key comparison

SpecificationAmazon QPerplexity
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.Multiple frontier models from OpenAI, Anthropic, Google and others; catalog rotates
Context WindowNot published as one user-visible token limit; retrieval/indexing and response length depend on service configuration and subscription.Not disclosed as a single app-wide token limit; varies by model, search mode and plan
Advanced ReasoningAnalysis and reasoning over enterprise sources; agentic retrieval-augmented generation supported in Q Business.Advanced reasoning models available on Pro/Max; higher limits on Max
Web SearchAmazon Q Web Crawler can index configured websites; no universal live public-web search feature comparable to consumer search assistants.Basic web search on Free; extended Pro Search on paid plans with citations
Deep ResearchMulti-source enterprise synthesis with cited responses; a separately branded Deep Research mode with published report quotas is not documented.Research performs multi-step investigations and cited reports; Free 1/month, higher paid allowances
Image UnderstandingExtracts insights from visual elements in PDFs, Word, PowerPoint, Google Docs and Slides; image understanding depends on source and ingestion.Image upload and analysis supported; attachment limits depend on plan
Image GenerationNative text-to-image generation is not a standard Amazon Q Business chat capability; AWS offers separate image-generation services.Image generation on Pro, Education Pro, Max and Enterprise; not included on Standard Free
Voice InputNative consumer-style voice input is not listed as a standard Amazon Q Business web chat feature.Voice-based query input in supported mobile experiences; availability varies by platform
Voice ConversationsContinuous real-time spoken conversations are not documented as a standard Amazon Q Business feature.Voice assistant experiences available on supported Perplexity apps; availability and limits vary
Video UnderstandingCan answer questions from indexed multimedia content including video through supported data sources; direct video upload support is not universally documented.Video upload/analysis availability depends on current app and plan; exact general limits 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.Personalization and memory vary by plan; Max Brain preview builds project/file context in Perplexity Computer
File AnalysisUpload files into chat for summaries, questions and data analysis; supported types and size caps depend on the web experience configuration.File upload and analysis; limited on Free; Pro supports up to 50 files per project; higher Enterprise allowances
Integrations40+ managed enterprise data connectors, including S3, SharePoint, OneDrive, Google Drive, Slack, Jira, Salesforce and ServiceNow.Connected app sources and file connectors; Enterprise centrally governs internal knowledge access

Pricing

2 specifications +
SpecificationAmazon QPerplexity
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.Standard Free: practically unlimited basic searches; 3 Pro searches/day, 1 Research query/month and limited file uploads
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.Free: 3 Pro searches/day, 1 Research/month; Pro: weekly Pro-search and monthly Research limits; Max: higher allowances; usage policies may change

Overview

3 specifications +
SpecificationAmazon QPerplexity
Primary Use CaseEnterprise knowledge assistant for permission-aware search, cited Q&A, document summaries and business actions.AI answer engine with real-time, cited web research
Best ForEnterprise employees / Internal knowledge bases / IT and HR help desks / Secure document research / AWS teams.Web research / Fact-finding / Market intelligence / Students / Analysts
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 / Comet browser / API

AI & Models

3 specifications +
SpecificationAmazon QPerplexity
Model SelectionManaged by AWS for Business chat; model selection not offered as a standard consumer-style dropdown.Automatic model routing; Pro and Max can select preferred advanced models
Knowledge CutoffDepends on managed underlying models; indexed company content refreshes through connector synchronization.Varies by selected model; current web search supplies newer information
Real-time Web AccessEnterprise data retrieval from synchronized connectors; optional web crawler indexes configured sites. Not a general-purpose live public web search assistant.Real-time web retrieval and grounded answers with inline source citations

Chat & Reasoning

3 specifications +
SpecificationAmazon QPerplexity
General ChatConversational question answering, summaries, brainstorming and follow-up questions grounded in enterprise content.Conversational answers with cited web research and follow-up questions
Citations / SourcesIn-text citations, source titles, clickable links and contextual snippets from indexed company documents.Inline citations and clickable links to sources in search answers and Research reports
Custom InstructionsAdmins configure answer restrictions, blocked topics, relevance and app settings; Pro supports custom action plugins.Space-level instructions and saved context for focused research workflows

Productivity

5 specifications +
SpecificationAmazon QPerplexity
Coding AssistanceAmazon Q Developer (separate product) provides IDE/CLI code suggestions, debugging, code transformation and AWS development assistance.Code explanation, generation and technical research with selectable advanced models on paid plans
Data AnalysisAmazon Q Business can analyze uploaded files and connected business data; Pro includes Amazon Q in QuickSight Reader Pro for natural-language analytics.Research and Create files and apps workflows can analyze information and generate spreadsheets or dashboards; limits vary
Document CreationGenerate text summaries, reports and emails; Q Apps Pro can produce reusable structured business workflows, not a universal DOCX/PPTX export suite.Create files and apps can produce reports, presentations, spreadsheets and web apps on eligible 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.Create files and apps workspace for reports, dashboards, spreadsheets, presentations and web apps
Projects / WorkspacesAdmin-managed enterprise Q Business applications, indexed knowledge repositories and organization-wide Q Apps sharing.Spaces/Projects with saved research threads, files and shared knowledge; Pro up to 50 uploads per project

Customization

2 specifications +
SpecificationAmazon QPerplexity
Custom AssistantsQ Apps (Pro) enables reusable tailored AI applications from natural-language descriptions; custom plugin-based workflows require Pro.Custom research workflows through Spaces instructions; not a dedicated GPT-style assistant marketplace
Extensions / AppsAmazon Q Apps, built-in/custom action plugins, browser extensions and embedded chat experiences; Pro required for plugins.Comet browser and connected app/file sources; catalog and permissions vary

Developer & Business

4 specifications +
SpecificationAmazon QPerplexity
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.Perplexity API Platform: pay-as-you-go, separate billing; no complimentary subscription API credits
Team PlanAmazon Q Business Lite $3/user/month and Pro $20/user/month; per-user subscriptions plus index capacity.Enterprise Pro from $40/seat/month or $400/seat/year; shared Projects and centralized administration
Enterprise PlanManaged AWS enterprise deployments with permission-aware retrieval, SSO, connectors, custom plugins and Amazon Q Apps on Pro.Enterprise Pro and Enterprise Max with higher Research, file, model and agent allowances
Enterprise SecurityIAM Identity Center SSO, SAML federation, document-level permissions, AWS CloudTrail audit logs, PrivateLink VPC endpoints and FIPS endpoints.Enterprise: SOC 2 Type II, SAML SSO, SCIM, retention controls and data excluded from model training; feature access varies by tier

Languages

2 specifications +
SpecificationAmazon QPerplexity
Multilingual SupportLanguage support depends on Amazon Q Business regional features, source languages and model; not all workflows have equal coverage.Search and chat support multilingual questions and answers; quality depends on language/model
Supported LanguagesMultiple languages supported for enterprise search and chat; a single guaranteed all-feature language count is not published.Multiple languages supported; definitive current interface-language count not disclosed

Explore more comparisons

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

Amazon Q
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Perplexity
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ChatGPT
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Amazon Q
Amazon QAmazon Web Services (AWS)
Mistral Le Chat
Mistral Le ChatMistral AI
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