Report

Should I Use AnythingLLM?

anythingllm.com·Analyzed 20 hours ago·9/19/2026·Based on 14 sources

A free, private AI assistant that runs on your device. No accounts, no API keys, no token limits.

Depends

Buy it if you want a free, private, on-device document chatbot and can tinker with models and patch CVEs yourself.

Free, private on-device AI doc-chat: great value if you tinker; recurring CVEs and rough docs hurt hands-off teams.

Confidence: Medium

4.8/5

G2 rating

as listed on Elest.io

4.6/5

Trustpilot

as listed on Elest.io

Free

Starting price

Open-source desktop app

Y Combinator

Backing

Built by Mintplex Labs Inc

Value for money

Free desktop, open source, no token limits

Ease of use

Beginner guides exist, but Redditors call setup painful

Feature depth

All-in-one RAG, agents, multi-provider, multi-user

Support quality

Users criticize documentation; small YC team

Security posture

Multiple CVEs incl. RCE and auth bypass

Pros

Free, open-source desktop app; no accounts, API keys, or token limits^¹
Runs on-device by default; data stays local
Supports local models (Ollama, LM Studio) and cloud providers^²
Strong aggregate ratings: G2 4.8/5, Trustpilot 4.6/5^⁶
Document RAG called "solid" by independent reviewers^⁵

Cons

Multiple CVEs disclosed 2024-2026, including RCE and auth bypass^⁸
Some Redditors call setup frustrating and documentation weak^³
RAG output felt "useless" to some users^⁴
Electron app criticized for risky nodeIntegration configuration
Official security page appears absent from sources reviewed

Gotchas

highSelf-hosters must patch fast: 2026 RCE (CVE-2026-32626) and auth bypass (CVE-2026-32617)^⁸
mediumCollects anonymous telemetry by default despite the local-privacy pitch¹²
mediumDocumentation quality criticized; expect trial-and-error during setup^³
lowDesktop is free, but Cloud tier pricing is not clearly published in sources^¹

Best for

Privacy-minded individuals chatting with local documents
Tinkerers already running Ollama or LM Studio
Small teams testing self-hosted RAG cheaply
Anyone avoiding per-seat AI subscriptions

Not for

Hands-off teams wanting a polished managed SaaS
Non-technical users expecting ChatGPT-level polish
Security-sensitive orgs unwilling to track CVEs and patch constantly
Buyers needing vendor SLAs, support contracts, or compliance assurance

Pricing

Desktop

Free

Open source, free forever
Local models + on-device RAG
No accounts or API keys

Cloud

Not stated in sources

Hosted AnythingLLM
"Break free from rate-limits"
No published price found

Managed hosting (Elest.io)

Plans vary

Fully managed AnythingLLM
Priced by resources
Third-party service

Security

Strong privacy story, but a steady CVE stream (RCE, auth bypass, info disclosure) through 2026 — patch promptly if self-hosted.

CVE-2026-32626 — Remote code executionNVD lists RCE affecting versions 1.11.1 and earlier.^⁸
CVE-2026-32617 — Authentication bypassSentinelOne vulnerability database entry describes an auth bypass.^⁹
CVE-2024-6842 — Information disclosureInformation-disclosure flaw reported and tracked by Pentest-Tools.¹⁰
CVE-2026-48789 — Windows path traversalPath traversal issue in the Windows build, tracked by.¹¹