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Stellate.co
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.

Which is more popular?
Based on our record, Medium seems to be more popular. It has been mentioned 3171 times since March 2021.
Website, pricing, platforms and company facts side by side.
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| Website | medium.com | graphpilot.io |
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| Platforms | — | |
| Company | Startup from the United States | Startup from Germany · 1 - 9 employees · 2026 |
| Listed in |
In their own words, as submitted to SaaSHub.


No description of Medium 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...
What each product offers, as listed by its team.


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


Overall verdict
Why this product is good
Recommended for
Medium is recommended for avid readers seeking a variety of topics ranging from personal development to technology. It's also ideal for writers looking to publish their work to a broad audience and potentially earn revenue through the platform's Partner Program.
No analysis of GraphPilot yet.
Walkthroughs and reviews on video.
Medium Review - with Tom Vasel
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How often each product is chosen within a category, 0–100% relative to the other.


As answered by people managing Medium and GraphPilot.
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."
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.
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.
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.
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.
Share your experience with using Medium and GraphPilot. For example, how are they different and which one is better?
External articles and on-site reviews we used to compare the two products.


Medium focuses on thoughtful content and community engagement. It offers a user-friendly interface, a large readership base, and various features for writers and readers.
Medium is an online platform that was created in 2012 by Evan Williams. It is a place for people to share their thoughts and ideas on various topics. Medium has about 100 million monthly visitors, which makes it one...
From thе simplicity of Ghost to thе vеrsatility of Substack, thеrе’s a homе for еvеryonе seeking great Medium alternatives. Thеsе altеrnativеs offеr a world of possibilitiеs for rеadеrs and authors alikе. Whеthеr...
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Recommendations tracked on public social media and blogs since March 2021.


2022: https://www.darkreading.com/cyberattacks-data-breaches/google-android-0-days-multiple-governments-spying 2026: https://medium.com/@hammaadmughal/the-invisible-bazaar-inside-the-global-zero-day-market-ee327c12633a. - Source: Hacker News / 2 days ago
> some variation of "why are you sending secrets in query parameters in the first place?" (I'm not) The example from the blogpost: http://localhost:4000/patient/{(SECRET}}` Wherein the logger logs the final URL with the secret. I think I... - Source: Hacker News / 3 days ago
I want to first say thanks for engaging with me on this issue so directly, much appreciated. As I said earlier - validating that the customer controls an azure user doesn't necessarily mean that they have permissions to grant admin... - Source: Hacker News / 8 days ago
Tracking GraphPilot since Nov 2026.
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