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Mem VS GraphPilot

Compare Mem VS GraphPilot and see what are their differences

Mem

Capture and access information from anywhere

Rating
0 reviews
Pricing
Open source
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GraphPilot

GraphPilot is a managed edge cache for GraphQL and plain HTTP APIs that purges cached responses automatically when a GraphQL mutation returns an object they contain.

No screenshot yet
Rating
0 reviews
Pricing
Freemium €149 / Monthly (Jet plan, 500K request units/mo, excl. VAT)
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Alternatives Is it good?
HTMLCSS to Image API
Capture website screenshots, render HTML/CSS, or create templated graphics. Render images or PDFs. Use MCP with AI, no-code automation, or the REST API. No browsers needed. sponsored
Note: These products don't have any matching categories. If you think this is a mistake, please edit the details of one of the products and suggest appropriate categories.

Which is more popular?

Based on our record, Mem seems to be more popular. It has been mentioned 6 times since March 2021.

social mentions
6 vs 0
Productivity popularity
100% vs 0%
alternatives listed
240+ vs 1

Base details

Website, pricing, platforms and company facts side by side.

Mem
GraphPilot
Website get.mem.ai graphpilot.io
Pricing
Open source
Freemium €149 / Monthly (Jet plan, 500K request units/mo, excl. VAT) Official pricing
Platforms —
Web SaaS MacOS Linux Windows +2
Company — Startup from Germany · 1 - 9 employees · 2026
Listed in
Productivity Task Management Note Surveys Form Builder AI +3
GraphQL Content Distribution CDN Caching API Tools Developer Tools API Web Application Security +5

About Mem and GraphPilot

In their own words, as submitted to SaaSHub.

Mem
GraphPilot

No description of Mem yet.

GraphPilot is a managed edge cache for GraphQL APIs and plain HTTP endpoints. It takes read traffic off your origin, answers cached requests from the edge in milliseconds, and clears cached responses automatically when your data changes. How it works Schema-driven caching: GraphPilot reads your...

Read more about GraphPilot

Features and specs

What each product offers, as listed by its team.

Mem 5 features
GraphPilot 16 features
  • Intuitive User Interface
    Mem offers a user-friendly interface that is simple and easy to navigate, reducing the learning curve for new users.
  • AI-Powered Organization
    Utilizes AI to automatically organize notes and knowledge, allowing users to focus more on content creation rather than management.
  • Cross-Platform Syncing
    Supports cross-platform syncing, enabling users to access their notes on various devices seamlessly.
  • Collaboration Features
    Provides tools for sharing and collaborating on notes, which can be particularly useful for team projects and shared tasks.
  • Integrations
    Integrates with other productivity tools such as calendars and task managers, enhancing its functionality and usefulness in a workflow.

Possible disadvantages

  • Limited Free Version
    The free version comes with limited features, potentially prompting users to pay for a subscription to access full functionality.
  • Learning Curve for Advanced Features
    While the basic interface is intuitive, the more advanced features may require additional time and effort to master.
  • Data Privacy Concerns
    As with any AI-powered application, there could be concerns about how data is managed and protected, especially for users sensitive about privacy.
  • Complexity in Automations
    The automation features, while powerful, can be complex for users unfamiliar with setting up automated workflows.
  • Reliance on Internet Connectivity
    Requires a stable internet connection for full functionality, which can be a limitation for users in areas with poor connectivity.
  • Edge caching for GraphQL
    Caches GraphQL queries over GET, POST and QUERY at the edge, keyed by query text, operation name and variables
  • Plain HTTP and REST caching
    Caches any HTTP API based on your origin's Cache-Control headers
  • Schema-driven cache keys
    Reads your schema and adds key fields to queries, so every cached response knows which objects it contains
  • Automatic invalidation
    Purges cached responses that contain an object when a GraphQL mutation returns it
  • Custom and composite keys
    @surrogateKey for custom and composite keys, with support for interfaces and unions
  • Purge API and CLI
    Purge by key, cache key, request id or query hash, hard or soft, via API, the gpilot CLI or the Cockpit
  • Cache partitioning
    Separate cache entries per user, organization, locale or verified JWT claim
  • Request collapsing
    Concurrent identical requests share one origin fetch per edge location
  • Persisted queries
    Persisted queries and trusted documents
  • Edge security
    JWT and API key verification, request signing, query depth and document size limits, introspection blocked by default
  • Cockpit insights
    Per-request telemetry for hit rate, latency and origin traffic, with a history of purges
  • Federation Support
    Sits in front of your federation router and caches the composed supergraph
  • Origin shielding
    Fewer origin requests through a shield location (paid plans)
  • Global Edge Network
    Runs on Fastly's global edge network
  • Config As Code
    Deploy with gpilot.toml and your schema.graphql
  • Free Plan
    Glider plan, free to start

Videos

Walkthroughs and reviews on video.

Mem 3 videos + Add
GraphPilot 0 videos + Add

Mem: A First Look

More videos

  • - MEM | Review
  • - Getting Started with Mem

No GraphPilot videos yet. You could help us improve this page by suggesting one.

Category popularity

How often each product is chosen within a category, 0–100% relative to the other.

Score bands 0–20 21–40 41–50 51–60 61–100
Mem
GraphPilot
100% 100%
Productivity
0% 0%
0% 0%
Web Application Security
100% 100%
100% 100%
AI
0% 0%
0% 0%
API
100% 100%

Questions & Answers

As answered by people managing Mem and GraphPilot.

What's the story behind your product?

GraphPilot's answer:

GraphPilot is built by Kay Schecker, a solo founder from Düsseldorf, Germany. Caching GraphQL at the edge is easy to start and hard to get right: most setups end up choosing between short TTLs and purging far too much. GraphPilot was built to use the schema itself as the source of truth for what a response contains, so invalidation can be precise. The slogan says it: "We fly the complexity so you don't have to."

Why should a person choose your product over its competitors?

GraphPilot's answer:

Choose GraphPilot if you want caching that is driven by your schema and invalidation you can verify. Setup is a config file plus your schema, and you are live in minutes. It works with Apollo Server, GraphQL Yoga, PostGraphile and federation routers, and it also caches plain HTTP APIs. It runs on Fastly's global edge network, is built and operated in Germany, and has a free plan (Glider) so you can test it on real traffic before you pay.

What makes your product unique?

GraphPilot's answer:

GraphPilot reads your GraphQL schema and turns it into cache keys. It adds the key fields each query needs, removes them from the response again, and tags every cached response with the objects it contains. When a mutation returns a changed object, GraphPilot purges the responses that contain it, without hand-written cache tags or short TTLs as a safety net. You can see each purge, with its reason, in the Cockpit.

How would you describe the primary audience of your product?

GraphPilot's answer:

Engineering teams running GraphQL in production with read-heavy traffic: e-commerce, marketplaces, content platforms, SaaS dashboards and mobile app backends. Typically a platform or backend team that wants less origin load and lower latency without building and maintaining its own caching and invalidation layer.

Which are the primary technologies used for building your product?

GraphPilot's answer:

The edge runtime is written in Rust and compiled to WebAssembly on Fastly Compute. The platform and API run on TypeScript and PostgreSQL, the Cockpit is built with React, and the CLI (gpilot) is a single Rust binary for macOS, Linux and Windows.

User comments

Share your experience with using Mem and GraphPilot. For example, how are they different and which one is better?

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Reviews and articles

External articles and on-site reviews we used to compare the two products.

Mem no reviews yet
GraphPilot no reviews yet
  • Best Next-Level Note Apps for 2021
    zenkit.com · Jun 2021

    Mem is a note-taking app focusing on simplicity, quickness, and collaboration. The app allows users to capture, connect, and share information easily. It combines features such as lightning fast capture, always-on...

We have no reviews of GraphPilot yet. Be the first one to post

Social recommendations and mentions

Recommendations tracked on public social media and blogs since March 2021.

Mem 6 mentions
GraphPilot 0 mentions
  • Anyone with a great idea how to use LLMs like GPT-3 to embed our Obsidian notes across applications?
    Eg https://get.mem.ai/ approach or https://beta.omnilabs.ai/ But then tailored to Obsidian. Source: almost 4 years ago
  • Second Brain App recommendation
    I use Notion but I have heard that the andriod experience is not the best. You may want to try Coda, Obsidian, Mem or Anytype. I know of a few others but I think for the purpose of a second brain these can do the trick it’s just about... Source: over 4 years ago
  • E-Bullet Journal
    Https://get.mem.ai right now it isa web app they have an iOS app in beta. Source: over 4 years ago

View more

Tracking GraphPilot since Nov 2026.

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