
Lovable
bolt.new
replit
Bubble.io
Softr
Emergent
v0.dev
The platform for people to turn ideas into working products.

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, BASE44 seems to be more popular. It has been mentioned 4 times since March 2021.
Website, pricing, platforms and company facts side by side.
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| Website | base44.com | graphpilot.io |
| Pricing | ||
| Platforms | — | |
| Company | — | Startup from Germany · 1 - 9 employees · 2026 |
| Listed in |
In their own words, as submitted to SaaSHub.


No description of BASE44 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
No analysis of GraphPilot yet.
Walkthroughs and reviews on video.
Base44 review: why this might be the ONLY AI tool you need in 2025
More videos
No GraphPilot videos yet. You could help us improve this page by suggesting one.
How often each product is chosen within a category, 0–100% relative to the other.


As answered by people managing BASE44 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 BASE44 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.


I have used Base44 for about a year to build internal tools for a small business. What it does well: describe a business tool in plain English and get a working web app with a database, logins and hosting, no setup....
Shlomi is the founder of DoitWithAI and has sent readers to Base44 as an affiliate since early 2026, which means he reads the pricing page, the changelog and the complaint threads more often than most paying users....
Shlomi is the founder of DoitWithAI and has sent readers to Base44 as an affiliate since early 2026, which means he reads the pricing page, the changelog and the complaint threads more often than most paying users....
We have no reviews of GraphPilot yet. Be the first one to post
Recommendations tracked on public social media and blogs since March 2021.


The first category includes tools like Lovable or Base44. These are prompt-driven tools that can generate visually polished interfaces very quickly. They're great for demos that need to look impressive. However, they are usually... - Source: dev.to / 10 months ago
I love how AI is shaking up coding, and vibe coding seems to be the new obsession of -almost- every developer. It lets anyone, even non-coders, build apps by describing ideas in plain English. Tools like Base44, Lovable, and Cursor turn... - Source: dev.to / over 1 year ago
Landing page is excellent, esp the video; gets straight to the point. https://www.youtube.com/watch?v=vFzQF_Ik_-g https://base44.com/. - Source: Hacker News / over 1 year ago
Tracking GraphPilot since Nov 2026.
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