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Cognee vs Supermemory: Which is Better in 2026?

Choosing between Cognee and Supermemory comes down to understanding what each tool does best. This comparison breaks down the key differences so you can make an informed decision based on your specific needs, not marketing claims.

Bottom line: Cognee is our overall pick for AI agents workflows. Pick Supermemory if you need a free tier to start with.

··Methodology
Editor reviewed0 verified reviews comparedPricing checked Jun 2026

Short on time? Here's the quick answer

We've tested both tools. Here's who should pick what:

Cognee

Build AI agents with persistent, structured graph memory

Best for you if:

  • Provides open-source, persistent memory for AI agents.
  • Transforms diverse data sources into structured graph memory.

Supermemory

Give AI agents state-of-the-art, dynamic memory and context

Best for you if:

  • Provides state-of-the-art memory and context infrastructure for AI agents.
  • Offers dynamic, persistent, and structured knowledge graphs for continual learning and user understanding.
At a Glance
CogneeCognee
SupermemorySupermemory
Starts at
FreeFree tier available
FreeFree tier available
Best For
AI AgentsAI Agents
Rating
--

Choose Cognee or Supermemory?

Cognee

Choose Cognee if

Build AI agents with persistent, structured graph memory

  • Provides durable, shared memory for AI agents, improving their consistency and intelligence.
  • Supports a wide range of data sources and agent frameworks, offering flexibility.
  • Offers both open-source local development and scalable cloud/on-premise deployment options.
Supermemory

Choose Supermemory if

Give AI agents state-of-the-art, dynamic memory and context

  • Enables agents to have state-of-the-art, evolving memory beyond simple vector storage.
  • Offers extremely low latency for context retrieval, crucial for real-time agent interactions.
  • Simplifies context management with a single API for ingestion, retrieval, and memory.
FeatureCogneeSupermemory
Pricing ModelFreemiumFreemium
User RatingNo ratings yetNo ratings yet
Categories
AI AgentsData & Databases
AI AgentsData & Databases

In-Depth Analysis

CogneeCognee

Build AI agents with persistent, structured graph memory

Strengths

  • +Provides durable, shared memory for AI agents, improving their consistency and intelligence.
  • +Supports a wide range of data sources and agent frameworks, offering flexibility.
  • +Offers both open-source local development and scalable cloud/on-premise deployment options.
  • +Automatically generates and updates ontologies, keeping knowledge structures fresh.
  • +Ensures data security and compliance with options for private cloud or on-premise deployment.

Weaknesses

  • -Requires integration and configuration with existing agent systems.
  • -The complexity of graph memory and ontology management may have a learning curve for new users.
  • -Scalability and advanced features are primarily available in paid tiers.

Key features

Context Capture from diverse sources (files, databases, APIs, chat logs)Automated Parsing, Chunking, and EmbeddingProvenance Tracking for all ingested dataGraph Memory Modeling (entities, relationships, ontologies)Recall Tuning and Permissions ControlCompatibility with leading agent frameworks (e.g., LangGraph, OpenClaw)
Starts at Free

SupermemorySupermemory

Give AI agents state-of-the-art, dynamic memory and context

Strengths

  • +Enables agents to have state-of-the-art, evolving memory beyond simple vector storage.
  • +Offers extremely low latency for context retrieval, crucial for real-time agent interactions.
  • +Simplifies context management with a single API for ingestion, retrieval, and memory.
  • +Provides robust data ingestion and extraction capabilities for various formats and sources.

Weaknesses

  • -Requires technical expertise for integration and development of AI agents.
  • -Pricing is usage-based, which can be unpredictable for very high-volume applications without careful monitoring.

Key features

Persistent and structured knowledge graph memoryHybrid search and reranking for Retrieval Augmented Generation (SuperRAG)Real filesystem mount for semantic search and live profile synthesisCoherent user profiles for consistent agent understanding across sessionsReal-time data synchronization with connectors (Slack, Notion, Drive, Gmail, GitHub, S3)Multimodal extractors for PDFs, web pages, images, audio, and raw files
Starts at Free

Pricing: Cognee vs Supermemory

PlanCogneeSupermemory
Tier 1
Free
Free
$0 /mo
Personal Supermemory Free
Tier 2
$35/per month
Developer
$19 /mo
Pro
Tier 3
$200/per month
Cloud (Team)
$100 /mo
Max
Tier 4
Custom
On-Prem (Enterprise)
$399 /mo
Scale
Tier 5N/A
Custom
Enterprise

Pricing verified from each vendor's public pricing page. Compare in detail on Cognee pricing and Supermemory pricing.

Who Should Use What?

On a budget?

Both are freemium. Compare plans on their websites.

Go with: Cognee

Want the highest-rated option?

Neither has ratings yet.

Too early to call on ratings — compare on features and pricing.

Value user reviews?

Neither has ratings yet.

Too early to call — neither has ratings yet.

3 Questions to Help You Decide

1

What's your budget?

Both are freemium. Pricing won't help you decide here.

2

What's your use case?

Both are ai agents tools. Compare their specific features to decide.

3

How important are ratings?

Neither has ratings yet.

Key Takeaways

Cognee

  • Free tier available
  • Our pick for this comparison

Supermemory

  • Choose if you want give AI agents state-of-the-art, dynamic memory and context

The Bottom Line

Cognee is our pick.

Frequently Asked Questions

Is Cognee or Supermemory better?

Cognee is rated in our evaluation. Both are freemium.

What are Cognee and Supermemory used for?

Cognee: Build AI agents with persistent, structured graph memory. Supermemory: Give AI agents state-of-the-art, dynamic memory and context.

What does Cognee cost vs Supermemory?

Cognee is freemium (free tier + paid plans). Supermemory is freemium (free tier + paid plans). Visit their websites for detailed pricing.

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