Zep vs Mlola

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

Zep compared with Mlola
Detail	Zep	Mlola
What it does	The unified context layer for enterprise data	Reliable browser use with a fast path: deterministic mechanics, safety and verification, and a model asked only for judgement.
Stage	Not given	Not given
Founded	2023	Not given
Based in	US	ID
Pricing model	Freemium	Not given
Pricing	Free plan: 10,000 credits per month. Flex plan: $125/month with 50,000 credits included, then $25 per 10,000 credits. Flex Plus: $375/month with 200,000 credits included, then $75 per 40,000 credits. Enterprise: custom credits with negotiated rates. Credits consumed based on Episode size: 1 credit p	Not given
Key features	Sub-200ms context retrieval at scale Temporal context graphs with point-in-time queries	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
What makes it different	Reduces token use by up to 90% compared to traditional retrieval Temporal context graphs that track how business information changes over time Enterprise-scale Context Lake supporting millions of graphs	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
Free plan	Not given	Not given
Open source	Not given	Not given
Platforms	Not given	Not given
Public API	Not given	Not given
Community votes	0	0
DR (Domain Rating by Ahrefs)	70 +1 (up) since last check	10 no change since last check
Trust Flow (Majestic)	16	0
Citation Flow (Majestic)	44	27
Referring domains (Majestic)	2072	28

4 details filled in for both companies.

More alternatives to Zep More alternatives to Mlola