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Head-to-head · AI Agent Memory Tools

Cloudflare Agent Memory vs Engrama

  • Updated Oct 2026
  • Both researched from official sources
  • 6 checks side by side
Higher score Cloudflare Agent Memory #1 in AI Agent Memory Tools 9.2/10 Free ✓ 3 of 4 features Visit Cloudflare
Engrama #7 in AI Agent Memory Tools 7.5/10 Free plan Free plan✓ 3 of 4 features Visit Engrama

Cloudflare Agent Memory leads on 0 checks, Engrama on 0, and 6 are even. Who comes out ahead on the 6 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreCloudflare Agent Memory · 9.2/10
  • Free planonly Engrama

Cloudflare Agent Memory scores higher on our rubric for ai agent memory tools: 9.2 against 7.5 out of 10; our editors rank them #1 and #7.

On deployment options, Engrama gives you Both where Cloudflare Agent Memory offers Cloud.

Cloudflare Agent Memory is the better fit for enterprises wanting proven cloud agent memory. Engrama is the better fit for developers wanting graph memory with profiles.

  • Cloudflare Agent Memory fits best

    Enterprises wanting proven cloud agent memory

  • Engrama fits best

    Developers wanting graph memory with profiles

Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. How we rank.

Side by side

Feature Cloudflare Agent Memory 9.2/10 Visit ↗ Engrama 7.5/10 Visit ↗
At a glance
Editor score 9.2 7.5
Ranking #1 in AI Agent Memory Tools #7 in AI Agent Memory Tools
Best for Enterprises wanting proven cloud agent memory Developers wanting graph memory with profiles
Pricing model Free Free plan + paid
Starting price Not checked yet $19/mo
Free plan Not checked yet ✓ (best)
Free trial — —
Deployment Cloud Cloud, Self-hosted
Support Docs Community
Built for Small business, Mid-market, Enterprise Small business, Mid-market, Enterprise
Features Cloudflare Agent Memory 3/4 · Engrama 3/4
Semantic memory ✓ ✓
Episodic memory ✓ (best) Not checked yet
User/profile memory ✓ ✓
Graph-based memory Not checked yet ✓ (best)
Specs
Deployment options Cloud Both
SDK languages 2 2
Retention policy Not checked yet Not checked yet
Our review
Pros
  • Scoped profiles and namespaces isolate users, teams, tenants, and applications
  • Automatic extraction captures facts, events, instructions, and tasks
  • Semantic, keyword, topic-key, and synthesized recall support varied retrieval needs
  • Automatic fact and intent extraction from conversations
  • Typed, versioned graphs with hybrid graph and vector retrieval
  • Hosted or self-hosted deployment with TypeScript and Python SDKs
Cons
  • Private beta status adds uncertainty for production planning
  • Cloud-only deployment limits self-hosting options
  • API-focused access requires integration work in your application
  • Analytics and webhooks are available only on paid tiers
  • SSO/SAML and uptime SLAs start with the Scale plan
  • Unlimited tokens and search are reserved for Enterprise
Our verdict

Cloudflare Agent Memory is a managed cloud service for adding durable memory to AI agents. It supports scoped profiles for users, agents, teams, tenants, and application entities, with namespaces that separate applications, environments,…

Read the review →

Engrama provides long-term memory infrastructure for AI agents, copilots, chatbots and personal assistants. It extracts facts and intents from conversations and connected data, links them in typed, versioned graphs, and returns ranked…

Read the review →
  1. Cloudflare Agent MemoryAI Agent Memory Tools 9.2Free
  2. EngramaAI Agent Memory Tools 7.5Free plan

Strengths and trade-offs

  • Cloudflare Agent Memory — where it wins

    • Scoped profiles and namespaces isolate users, teams, tenants, and applications
    • Automatic extraction captures facts, events, instructions, and tasks
    • Semantic, keyword, topic-key, and synthesized recall support varied retrieval needs

    Where it doesn't

    • Private beta status adds uncertainty for production planning
    • Cloud-only deployment limits self-hosting options
    • API-focused access requires integration work in your application

  • Engrama — where it wins

    • Automatic fact and intent extraction from conversations
    • Typed, versioned graphs with hybrid graph and vector retrieval
    • Hosted or self-hosted deployment with TypeScript and Python SDKs

    Where it doesn't

    • Analytics and webhooks are available only on paid tiers
    • SSO/SAML and uptime SLAs start with the Scale plan
    • Unlimited tokens and search are reserved for Enterprise

More comparisons

All AI agent memory tools comparisons → · Full ranking →

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update