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Mlola vs LionBox

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Mlola compared with LionBox
DetailMlola logo MlolaLionBox logo LionBox
What it doesReliable browser use with a fast path: deterministic mechanics, safety and verification, and a model asked only for judgement. Private AI for business in a plug-and-play box
StageNot given Established
FoundedNot given 2021
Based inID RO
Pricing modelNot given Paid
PricingNot given LionBox V1: €2,199 + VAT (Founders Edition, 7-13 December 2026) or €2,699 + VAT (standard price after launch). Includes software license and 6 months of LionBox+. LionBox+ renewal: €289 + VAT for 6 months or €389 + VAT for 12 months. Early advance purchase at launch: €202.30 + VAT (6 months) or €272
Key features
  • Observe page state in atomic passes without screenshots
  • Model picks operations only from compatible targets
  • Risk classification for payments, deletions, sends and secrets
  • Typed actions with freshness, visibility and occlusion checks
  • Append-only event log for replay and audit
  • Chrome automation through Playwright
  • Browser extension for agent isolation
  • Local AI chat workspace in browser
  • Dedicated NVIDIA GPU with 32 GB RAM
  • Works offline without internet connection
What makes it different
  • Deterministic browser mechanics as default, models only for judgement and writing
  • Safety enforced through code boundaries, not prompt requests
  • Every step verified independently before proceeding
  • Cost measured by fast-path share on every run
  • Capabilities advertised honestly, imitation refused
  • All data processing stays locally on office network, no cloud transmission
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)10 no change since last check2 no change since last check
Trust Flow (Majestic)00
Citation Flow (Majestic)270
Referring domains (Majestic)280

4 details filled in for both companies.

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