AI Chatbots & Assistants comparison · 2026

Anara vs Humata

Compare Anara and Humata as AI Chatbots & Assistants tools on fit, pricing, and the capabilities that actually overlap in 2026. Pick Anara for teams that want aI research workspace where every answer is cited back to its source passage. Pick Humata for research analysts, consultants, and academics who need cited answers pulled straight from their own PDF archives instead of a general web chatbot..

Updated Aug 22, 2026

Anara
anara.com

AI research workspace where every answer is cited back to its source passage

Starts at $0/month·AI Chatbots & Assistants

Humata
humata.ai

AI meets your knowledge base: ask questions across your files and get cited answers

Starts at $0/month·AI Chatbots & Assistants

At a glance

AnaraHumata
CategoryAI Chatbots & AssistantsAI Chatbots & Assistants
PricingStarts at $0/monthStarts at $0/month
Free tierYesYes
PlatformsWebWeb, Browser-based embed widget
Suitable forTeams that want aI research workspace where every answer is cited back to its source passageResearch analysts, consultants, and academics who need cited answers pulled straight from their own PDF archives instead of a general web chatbot.
CompanyAnara Labs, Inc.Tilda Technologies Inc.
Founded——

How they differ

Shared AI Chatbots & Assistants rubric, filled from each listing. Not a score.

Chat & assistants

AnaraHumata
Web chatYesYes
Custom assistantsNot publishedNot published
Custom instructionsNot publishedNot published
Persistent memoryYesNot published
Projects / foldersYesLimited
Shareable chatsNot publishedNot published

Inputs

AnaraHumata
File uploadYesYes
Image inputYesLimited
Voice modeNot publishedNot published
Web searchYesNot published
Screen / camera inputNot publishedNot published
Canvas / doc editingYesNot published

Models

AnaraHumata
Model choiceYesNot published
Bring your own keysNot publishedNot published
Reasoning modeLimitedNot published
Long contextYesNot published
Citations / sourcesYesYes
Fine-tuningNot publishedNot published

Work output

AnaraHumata
Code helpNot publishedNot published
Writing helpYesLimited
Data analysisYesNot published
Image generationYesNot published
Plugins / tool useYesNot published
Scheduled tasksNot publishedNot published

Access

AnaraHumata
Public APINot publishedNot published
Official SDKNot publishedNot published
Self-serve signupYesYes
Free trialNot publishedYes
Team workspaceYesYes
SSO / SAMLYesLimited
Mobile appsNot publishedNot published
Browser extensionNot publishedNot published
Self-host / on-premNot publishedNot published

Commercial

AnaraHumata
Commercial licenseNot publishedNot published
Usage-based pricingYesYes
Invoice / PONot publishedYes
SOC 2YesNot published
GDPR / DPAYesNot published
Audit logNot publishedNot published
Role-based accessYesYes

Features

These listings describe different capabilities. What each one ships:

Only Anara

  • Research library that ingests PDFs, Office files, spreadsheets, images, and audio or video by upload, folder upload, or URL and YouTube import
  • Research agent that selects tools per turn, including library search, passage-context expansion, page reads, web search, and parallel sub-agents
  • Inline citation marks on answers that open the exact source passage in one click
  • Academic paper search the vendor describes as a 240M+ work index with citation-graph traversal
  • Support for up to 10,000 files in a single conversation
  • Deep Search on the Max plans and Enter

Only Humata

  • Question answering across uploaded PDFs and team document sets
  • Citations linked into the source file for every generated answer
  • Summarization of long technical papers and reports on request
  • Iterative rewriting of summaries until the requested length or angle is reached
  • Unlimited file uploads and unlimited questions as advertised on the Humata homepage
  • Single-click embed of the Humata document assistant into any webpage
  • Shared team files with access control over who can query which documents
  • Role-based security with limited-privilege roles for viewing or changing documents

Use cases

These listings describe different use cases. What each one ships:

Only Anara

  • Research library that ingests PDFs, Office files, spreadsheets, images, and audio or video by upload, folder upload, or URL and YouTube import
  • Research agent that selects tools per turn, including library search, passage-context expansion, page reads, web search, and parallel sub-agents
  • Inline citation marks on answers that open the exact source passage in one click
  • Academic paper search the vendor describes as a 240M+ work index with citation-graph traversal
  • Support for up to 10,000 files in a single conversation
  • Deep Search on the Max plans and Enter

Only Humata

  • Skimming long technical or scientific papers and extracting findings without full reads
  • Answering questions across an archive of contracts, reports, and specifications
  • Producing cited summaries that an analyst can verify against the original document
  • Giving a research team a shared, permissioned document Q&A workspace
  • Helping students and faculty interrogate course readings and source material
  • Embedding a document question-answering widget on a public or internal webpage
  • Searching scanned or image-based documents using OCR on the Team plan

Integrations

These listings describe different integrations. What each one ships:

Only Anara

Nothing exclusive in this list.

Only Humata

  • Stripe for billing and invoicing
  • Okta SSO (listed by Humata as coming soon)
  • Google sign-in
  • SAML SSO (listed by Humata as coming soon)
  • Microsoft sign-in (named in Humata page metadata)
  • Intercom
  • Webpage embed widget

Plans

Anara

  • Free $0/mo or $0/yr

    Daily AI usage, refreshes every day · Auto picks the best model for each question · Import files up to 20MB or 120 pages · Zotero and Mendeley connectors

  • Plus $12/mo or $120/yr

    Everything in Free · Half of Pro's weekly usage · Import files up to 100MB or 600 pages · PubMed, ClinicalTrials.gov and more science connectors · 5 collaborators per folder

  • Pro $24/mo or $240/yr

    Everything in Plus · Twice the weekly usage of Plus · Every AI model, including GPT 5, Sol, Opus and Fable · Import files up to 300MB or 10,000 pages · OCR for scanned PDFs and images · Google Drive, Notion, OneDrive connectors · 50 collaborators per folder · Priority support

  • Max 5x $120/mo or $1200/yr

    Everything in Pro · 5x the weekly usage of Pro · Deep Search for multi-step research · No size or page limits on imports · Early access to new features

Humata

  • Free $0/mo

    Basic for up to 60 free pages of use · Basic GPT-5 support · 1 user · 60 free pages per month

  • Expert $9.99/mo

    Moderate usage for small professional teams up to 3 people · Basic GPT-5 support · 3 users included · 500 free pages per month · $0.02 per additional page · Chat support

  • Team $49/mo

    Per user per month · Generous usage and tight security for teams up to 10 people · Basic GPT-5 support · 10 users included · 5,000 free pages per month · $0.01 per additional page · Chat support · Enterprise support · Department and folder level permissions · OCR for images and scanned text · Response personalization

  • Enterprise Custom/mo

    Personalized service and enterprise security for large teams · Unlimited users · Custom free pages and additional page pricing · Chat and enterprise support · Department and folder level permissions · OCR · Response personalization · SOC-2 certificate · Uptime SLA · Early access to new features

Anara strengths

  • Research library that ingests PDFs, Office files, spreadsheets, images, and audio or video by upload, folder upload, or URL and YouTube import
  • Research agent that selects tools per turn, including library search, passage-context expansion, page reads, web search, and parallel sub-agents
  • Inline citation marks on answers that open the exact source passage in one click
  • Academic paper search the vendor describes as a 240M+ work index with citation-graph traversal
  • Support for up to 10,000 files in a single conversation
  • Deep Search on the Max plans and Enter

Watch-outs

  • Anara plan limits come from the published pricing table.
  • Anara packaging is recorded from the vendor pages available at analysis time.

Humata strengths

  • Humata attaches citation links to answers so claims can be traced back to the uploaded source
  • Humata publishes a genuine $0 tier with 60 pages and 10 answers, so evaluation costs nothing
  • Humata prices overage transparently at $0.02 per page on Expert and $0.01 per page on Team
  • Humata bundles three users into the $9.99 Expert plan rather than charging per seat at the entry level
  • Humata Team adds OCR, department and folder permissions, and response personalization without a sales call
  • Humata states that customers own their data and can permanently delete it at any time
  • Humata offers an embeddable widget so the document assistant can live inside an existing webpage

Watch-outs

  • Humata's pricing table renders the Expert plan as "$999/ month" while the Humata homepage card says "$9.99 per month" — a vendor contradiction Humata has not resolved on either page
  • Humata's billing FAQ lists a Student plan and quotes Student pricing at $0.02 per page, but no Student plan appears in the Humata pricing comparison table
  • Humata advertises unlimited files and unlimited questions while the Humata Free plan is capped at 60 pages and 10 answers per month
  • Humata's security section says SSO with Okta, Google, or SAML is coming soon, while Humata's page metadata describes Okta, Google, or Microsoft sign-in as an existing feature
  • Humata's terms of service state that purchases are non-refundable except where law requires, which sits against the cancel-anytime, satisfaction-first language in the Humata FAQ
  • Humata's privacy policy says Humata is SOC 2 Type II compliant, yet the SOC-2 certificate row in the Humata pricing table is marked only for the Enterprise plan
  • Humata Expert caps the account at 3 users and Team at 10, so anything larger requires an Enterprise conversation with Humata sales
  • Humata meters by document pages, so costs for Humata rise with corpus size rather than staying flat per seat

Anara vs Humata verdict

Who each product is for, then labeled AI takes. Not a generic winner.

Bottom line

Pick Anara for teams that want aI research workspace where every answer is cited back to its source passage. Pick Humata for research analysts, consultants, and academics who need cited answers pulled straight from their own PDF archives instead of a general web chatbot..

Who Anara is for

Teams that want aI research workspace where every answer is cited back to its source passage

AI research workspace where every answer is cited back to its source passage

Who Humata is for

Research analysts, consultants, and academics who need cited answers pulled straight from their own PDF archives instead of a general web chatbot.

AI meets your knowledge base: ask questions across your files and get cited answers

AI take on Anara

As of August 2026, Anara stands out for inspectable, passage-level citations and deep multi-document research rather than generic chat.

AI take on Humata

Humata’s cited document Q&A is genuinely useful, but its public pricing and enterprise-readiness messaging need more discipline.

Anara vs Humata FAQ

Common questions when choosing between Anara and Humata.

Is Anara or Humata the better AI Chatbots & Assistants tool?

Pick Anara for teams that want aI research workspace where every answer is cited back to its source passage. Pick Humata for research analysts, consultants, and academics who need cited answers pulled straight from their own PDF archives instead of a general web chatbot..

Which is cheaper, Anara or Humata?

Anara starts at $0/month. Humata starts at $0/month. Confirm current pricing on each vendor site.

Who should choose Anara?

Teams that want aI research workspace where every answer is cited back to its source passage

Who should choose Humata?

Research analysts, consultants, and academics who need cited answers pulled straight from their own PDF archives instead of a general web chatbot.

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