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PMB vs Zep Memory: Pricing and Ratings Compared (2026)

Entry prices and free plans as read on each vendor's pricing page, and user ratings as published on review sites, for PMB and Zep Memory side by side. This page compares data; it is not a hands-on review.

On the data: On the data below the two are close or not directly comparable, so we do not name a winner for this pair.

Data comparison compiled by Toolradar, not hand-reviewed Methodology
Data comparison Pricing checked Oct 13, 2026

Short on time? Here's the quick answer

Based on published vendor pricing and features and on public review data, here's who should pick what:

PMB

Local-first AI memory for coding agents. Recall context instantly

Best for you if:

  • • You want a fully free tool (Zep Memory requires payment)

Zep Memory

Build personalized, fast, and reliable AI agents with comprehensive, evolving memory.

Best for you if:

  • • You want significantly improves AI agent accuracy and personalization by providing rich, evolving context
At a glance: PMB vs Zep Memory
At a Glance
PMB PMB
Zep Memory Zep Memory
Starts at
Free 100% free
Free plan, paid from $25/mo, billed monthly Flex plan
Category
Developer Tools Data & Databases
Data & Databases Developer Tools
Rating
n/a n/a
Free plan
Yes Yes

Choose PMB or Zep Memory?

PMB

Choose PMB if

  • You want a fully free tool (Zep Memory requires payment)
  • You want fully local and open-source (Apache-2.0), no data leaves your machine, no API keys needed
  • You want works across multiple AI coding agents (advanced models, Cursor, Zed) without losing context
  • You work in developer tools, not data & databases
Zep Memory

Choose Zep Memory if

  • You want significantly improves AI agent accuracy and personalization by providing rich, evolving context
  • You want reduces inference costs and response latency by delivering token-efficient and relevant context
  • You work in data & databases, not developer tools

In-Depth Analysis

PMB PMB

Local-first AI memory for coding agents. Recall context instantly

Strengths

  • Pro: Fully local and open-source (Apache-2.0), no data leaves your machine, no API keys needed
  • Pro: Works across multiple AI coding agents (advanced models, Cursor, Zed) without losing context
  • Pro: Fast hybrid recall (minimal latency) with no LLM call on the read path, keeping latency minimal

Weaknesses

  • Con: Requires initial setup and configuration for each agent (though simplified with pmb connect commands)
  • Con: Focused on AI coding agents; may not be designed for general AI assistant memory (e.g., chat bots outside coding)

Key features

Automatic memory injection before the model thinks (pre-read) and journaling after actions (post-write) Hybrid recall with BM25, dense vector embeddings, entity graph, and optional reranker fused via Reciprocal-Rank-Fusion Sub-millisecond async writes: returns instantly to agent, embeds and vector storage happen in background thread Memory scoring: tracks whether each lesson is followed by the agent; flags ignored lessons as dead Interactive local dashboard with entity graph map, timeline (git-graph style), and overview No LLM call on the read path; optional summarization and graph extraction can run on local Ollama models

Zep Memory Zep Memory

Build personalized, fast, and reliable AI agents with comprehensive, evolving memory.

Good value

Zep Memory's pricing feels fair, especially with a generous Free tier offering 1,000 episodes a month.

Strengths

  • Pro: Significantly improves AI agent accuracy and personalization by providing rich, evolving context.
  • Pro: Reduces inference costs and response latency by delivering token-efficient and relevant context.
  • Pro: Integrates diverse data sources (chat, business data, user behavior) into a single knowledge graph.
  • Pro: Designed for real-time applications with extremely low retrieval latency (<200ms).
  • Pro: Supports custom graph ontologies for domain-specific memory and improved relevance.

Weaknesses

  • Con: No explicit free tier mentioned, suggesting it's a paid solution.
  • Con: Requires integration and setup to connect various data sources.
  • Con: Complexity of managing and defining custom graph ontologies might require some expertise.

Key features

End-to-End Context Engineering Temporal Knowledge Graph Construction with Fact Invalidation Unified Data Ingestion (Chat, Documents, JSON, CRM, App Events) Sub-200ms P95 Retrieval Latency Customizable Context Blocks for LLMs Persistent Context with Provenance Tracking

Plans and prices: PMB vs Zep Memory

Plans and prices of PMB and Zep Memory, as read on each vendor's pricing page. Each plan keeps its own billing unit.
Tool Plans and prices Source
PMB No plan prices on file pmbai.dev
Zep Memory
  • Free: Free
  • Flex: $25/mo, billed monthly
  • Flex Plus: $475/mo, billed monthly
  • Enterprise: Custom pricing
getzep.com/pricing read Oct 13, 2026

Prices as read on each vendor's own pricing page on the date shown. Plans are listed per tool and are not matched against the other tool's plans: a plan name or price in one column says nothing about the same row in the other. Details on PMB pricing and Zep Memory pricing.

Key Takeaways

PMB

  • Choose if you want local-first AI memory for coding agents. Recall context instantly

Zep Memory

  • Choose if you want build personalized, fast, and reliable AI agents with comprehensive, evolving memory

What the data shows

On the data below the two are close or not directly comparable, so we do not name a winner for this pair.

  • Zep Memory starts at $25/mo, billed monthly; PMB has no public paid plan price on file.
  • Both have a free plan.

Criteria: user rating (only above 20 reviews on both sides, gap of 0.2 or more), entry price (only on the same billing basis), free plan. How we rate

Frequently Asked Questions

How do PMB and Zep Memory compare in 2026?

On the data below the two are close or not directly comparable, so we do not name a winner for this pair. Zep Memory starts at $25/mo, billed monthly; PMB has no public paid plan price on file. Both have a free plan.

What are PMB and Zep Memory used for?

PMB: Local-first AI memory for coding agents. Recall context instantly. Zep Memory: Build personalized, fast, and reliable AI agents with comprehensive, evolving memory.

What does PMB cost vs Zep Memory?

PMB is free. Zep Memory's cheapest paid plan is Flex at $25/mo, billed monthly; it also has a free plan. Prices read on the vendors' pricing pages, latest check Oct 13, 2026.

What's the main difference between PMB and Zep Memory?

PMB's main strength: fully local and open-source (Apache-2.0), no data leaves your machine, no API keys needed. Zep Memory's main strength: significantly improves AI agent accuracy and personalization by providing rich, evolving context.

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