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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%
xAI

Grok

83%

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 QGrok
PriceBusiness Lite from $3/user/month · Pro from $20/user/monthFree $0/month · SuperGrok Lite from $10/month
Free planNo permanent free Business seat plan; Developer Free tier is separateFree access with usage limits
Paid plansBusiness Lite $3/user/month · Business Pro $20/user/monthSuperGrok Lite $10/month · SuperGrok $30/month · SuperGrok Plus $100/month
Usage limitsIndex capacity billed separately; Lite and Pro features differUsage allowances vary by plan and may be shared weekly
vs
SpecializationEnterprise AI Assistant · Knowledge Search · Business Productivity · AWS DevelopmentGeneral AI Assistant · Real-time Search · Coding · Multimodal AI
QualityStrong permission-aware enterprise search and citations; separate developer product for codingStrong live X/web grounding and integrated creative tools; quotas vary by tier
FeaturesCited Enterprise Q&A · File Analysis · 40+ Connectors · Amazon Q Apps · Custom Plugins · SSOLive X search · Web search · Voice · Grok Imagine · Canvas · Memory · Connectors

Key comparison

SpecificationAmazon QGrok
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 · SuperGrok Lite from $10/month
AI ModelsAWS-managed foundation models via Amazon Bedrock; Amazon Q Business does not expose a universal user-facing model selector.Grok 4.6 on SuperGrok pricing; Grok 4.7 documented for API and development; app model availability varies
Context WindowNot published as one user-visible token limit; retrieval/indexing and response length depend on service configuration and subscription.App-wide limit not disclosed; Grok 4.7 API supports 500,000 tokens (not a guaranteed app limit)
Advanced ReasoningAnalysis and reasoning over enterprise sources; agentic retrieval-augmented generation supported in Q Business.Step-by-step reasoning and Expert mode; higher-tier access to multi-agent capabilities
Web SearchAmazon Q Web Crawler can index configured websites; no universal live public-web search feature comparable to consumer search assistants.Real-time web search and live X posts/trends with linked sources
Deep ResearchMulti-source enterprise synthesis with cited responses; a separately branded Deep Research mode with published report quotas is not documented.Expert and multi-agent research workflows; plan-dependent; no universal report quota disclosed
Image UnderstandingExtracts insights from visual elements in PDFs, Word, PowerPoint, Google Docs and Slides; image understanding depends on source and ingestion.Analyze screenshots, photos and diagrams; Grok API supports JPEG/PNG up to 20 MiB each
Image GenerationNative text-to-image generation is not a standard Amazon Q Business chat capability; AWS offers separate image-generation services.Grok Imagine text-to-image generation and editing; 1K/2K offered through Imagine API; plan limits differ
Voice InputNative consumer-style voice input is not listed as a standard Amazon Q Business web chat feature.Voice mode with spoken questions and speech input
Voice ConversationsContinuous real-time spoken conversations are not documented as a standard Amazon Q Business feature.Natural real-time two-way voice conversations; mobile and web feature availability varies
Video UnderstandingCan answer questions from indexed multimedia content including video through supported data sources; direct video upload support is not universally documented.Video understanding supported for some X-hosted videos; general upload 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.Cross-chat memory of preferences and past conversations, with account controls
File AnalysisUpload files into chat for summaries, questions and data analysis; supported types and size caps depend on the web experience configuration.Upload PDFs, images, spreadsheets, code and audio for extraction, analysis and summaries
Integrations40+ managed enterprise data connectors, including S3, SharePoint, OneDrive, Google Drive, Slack, Jira, Salesforce and ServiceNow.Connectors for email, files and calendar; live X integration

Pricing

2 specifications +
SpecificationAmazon QGrok
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 access with limited real-time web/X search, voice and core chat
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.Shared weekly allowance on paid plans; SuperGrok $30/month, Plus $100/month; Lite $10/month; higher tiers have greater limits

Overview

3 specifications +
SpecificationAmazon QGrok
Primary Use CaseEnterprise knowledge assistant for permission-aware search, cited Q&A, document summaries and business actions.Real-time AI assistant for live X/web search, reasoning, coding and multimodal creation
Best ForEnterprise employees / Internal knowledge bases / IT and HR help desks / Secure document research / AWS teams.Breaking trends / X research / Coding / Image and video creation / General chat
PlatformsAmazon Q Business web app, embedded web experiences, Chrome/Firefox/Edge extensions, Slack and Microsoft Teams integrations; Developer separately supports IDE/CLI.Web (grok.com) / iOS / Android; also accessible through X

AI & Models

3 specifications +
SpecificationAmazon QGrok
Model SelectionManaged by AWS for Business chat; model selection not offered as a standard consumer-style dropdown.Plan-dependent access to advanced Grok models and Expert reasoning; specific manual options vary
Knowledge CutoffDepends on managed underlying models; indexed company content refreshes through connector synchronization.Grok 4.7 API model: May 2026; other models differ; live search extends coverage
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 and X search, subject to plan limits

Chat & Reasoning

3 specifications +
SpecificationAmazon QGrok
General ChatConversational question answering, summaries, brainstorming and follow-up questions grounded in enterprise content.Writing, Q&A, brainstorming, planning, research and follow-up conversations
Citations / SourcesIn-text citations, source titles, clickable links and contextual snippets from indexed company documents.Live web/X search can show source links and citations; coverage varies by answer
Custom InstructionsAdmins configure answer restrictions, blocked topics, relevance and app settings; Pro supports custom action plugins.Custom instructions to tailor style, priorities and responses

Productivity

5 specifications +
SpecificationAmazon QGrok
Coding AssistanceAmazon Q Developer (separate product) provides IDE/CLI code suggestions, debugging, code transformation and AWS development assistance.Generate, explain and debug code; Grok Build coding agent available separately
Data AnalysisAmazon Q Business can analyze uploaded files and connected business data; Pro includes Amazon Q in QuickSight Reader Pro for natural-language analytics.Analyze uploaded spreadsheets and files; code execution available through API tools
Document CreationGenerate text summaries, reports and emails; Q Apps Pro can produce reusable structured business workflows, not a universal DOCX/PPTX export suite.Write and revise documents, reports and summaries; dedicated file export formats not disclosed
Canvas / WorkspaceAmazon Q Apps (Business Pro) offers a visual no-code builder with form, input, output and plugin cards for reusable AI-powered apps.Canvas for long-form writing and inline editing
Projects / WorkspacesAdmin-managed enterprise Q Business applications, indexed knowledge repositories and organization-wide Q Apps sharing.Chat history with synced cross-platform conversations; team workspaces on business tiers

Customization

2 specifications +
SpecificationAmazon QGrok
Custom AssistantsQ Apps (Pro) enables reusable tailored AI applications from natural-language descriptions; custom plugin-based workflows require Pro.Grok Bot AI teammates and agentic workflows on eligible plans
Extensions / AppsAmazon Q Apps, built-in/custom action plugins, browser extensions and embedded chat experiences; Pro required for plugins.Connectors and Grok Bot; capabilities vary by subscription

Developer & Business

4 specifications +
SpecificationAmazon QGrok
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.xAI API billed separately; Grok 4.7 API $2/1M input and $6/1M output tokens under standard context pricing
Team PlanAmazon Q Business Lite $3/user/month and Pro $20/user/month; per-user subscriptions plus index capacity.Business plans with team seat management, consolidated billing and role-based access
Enterprise PlanManaged AWS enterprise deployments with permission-aware retrieval, SSO, connectors, custom plugins and Amazon Q Apps on Pro.Enterprise with custom rate limits, dedicated infrastructure, SSO/SCIM and custom pricing
Enterprise SecurityIAM Identity Center SSO, SAML federation, document-level permissions, AWS CloudTrail audit logs, PrivateLink VPC endpoints and FIPS endpoints.SOC 2 Type I & II; enterprise options include SSO, SCIM, retention controls, audit logs and dedicated data plane

Languages

2 specifications +
SpecificationAmazon QGrok
Multilingual SupportLanguage support depends on Amazon Q Business regional features, source languages and model; not all workflows have equal coverage.Text and voice across 30+ languages; quality and feature support vary
Supported LanguagesMultiple languages supported for enterprise search and chat; a single guaranteed all-feature language count is not published.30+ languages; examples include English, Arabic, Chinese, Hindi and Spanish; full list varies by feature

Explore more comparisons

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

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Grok
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Meta AI
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Amazon Q
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Mistral Le Chat
Mistral Le ChatMistral AI
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