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Claiv Memory VS GraphPilot

Compare Claiv Memory VS GraphPilot and see what are their differences

Claiv Memory

The missing memory layer for AI products.

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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.

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0 reviews
Pricing
Freemium €149 / Monthly (Jet plan, 500K request units/mo, excl. VAT)
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Zoviz
Zoviz: Professional Logos, Perfectly Personalized Your Brand. Your Story sponsored

Which is more popular?

AI popularity
100% vs 0%
alternatives listed
41 vs 1

Base details

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

Claiv Memory
GraphPilot
Website claiv.io graphpilot.io
Pricing
Official pricing
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
AI AI Tools Developer Tools Chatbots +1
GraphQL Content Distribution CDN Caching API Tools Developer Tools API Web Application Security +5

About Claiv Memory and GraphPilot

In their own words, as submitted to SaaSHub.

Claiv Memory
GraphPilot

No description of Claiv Memory 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.

Claiv Memory 3 features
GraphPilot 16 features
  • User-Friendly Interface
    Claiv Memory offers a highly intuitive and easy-to-navigate interface, making it accessible for users of all technical levels.
  • Efficient Data Management
    The platform provides efficient tools for managing and organizing large sets of data, improving productivity.
  • Cloud Integration
    Claiv Memory seamlessly integrates with various cloud services, allowing for streamlined data synchronization and access.

Possible disadvantages

  • Cost
    The pricing structure might be a hindrance for small businesses or individual users operating on a limited budget.
  • Limited Customization
    Users have noted that there is a lack of customization options available to tailor the platform to specific needs.
  • Learning Curve
    Despite its user-friendly design, some users might still experience a learning curve when exploring advanced features.
  • 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

Analysis

An editorial look at what each product does well and who it suits.

Claiv Memory
GraphPilot

Overall verdict

  • I don't have reliable, verified information about Claiv Memory (claiv.io) in my knowledge base, so I cannot genuinely confirm whether it is good or endorse it. Prospective users should independently verify the product's features, security practices, pricing, reviews, and reputation before committing.

Why this product is good

  • Independent research is important because I cannot confirm details about this specific product
  • Checking recent user reviews and third-party testimonials can reveal real-world reliability and support quality
  • Verifying data privacy, security certifications, and terms of service is essential for any memory or data-related tool
  • Trialing a free version or demo, if available, lets you assess fit before paying
  • Comparing it against established alternatives helps confirm whether it offers competitive value

Recommended for

  • Users who have independently verified the service meets their needs and security standards
  • People willing to test a trial or demo before committing
  • Those who have read current customer reviews and reputation reports
  • Anyone who has confirmed the product's pricing and terms align with their budget and requirements

No analysis of GraphPilot yet.

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
Claiv Memory
GraphPilot
100% 100%
AI
0% 0%
0% 0%
API
100% 100%
100% 100%
Developer Tools
0% 0%
0% 0%
API Tools
100% 100%

Questions & Answers

As answered by people managing Claiv Memory 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

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