Software Alternatives & Startups

UpLabs VS GraphPilot

Compare UpLabs VS GraphPilot and see what are their differences

UpLabs

The best material design, iOS & web resources, every day

Rating
0 reviews
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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Rating
0 reviews
Pricing
Freemium €149 / Monthly (Jet plan, 500K request units/mo, excl. VAT)
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?

Design Tools popularity
100% vs 0%
alternatives listed
144 vs 1

Base details

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

UpLabs
GraphPilot
Website uplabs.us graphpilot.io
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

About UpLabs and GraphPilot

In their own words, as submitted to SaaSHub.

UpLabs
GraphPilot

No description of UpLabs 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.

UpLabs 7 features
GraphPilot 16 features
  • Diverse Design Resources
    UpLabs offers a wide range of design resources, including UI kits, icons, and templates, which can be beneficial for designers looking for inspiration or ready-made components.
  • Community Driven
    The platform is community-driven, encouraging user submissions and allowing designers to showcase their work, get feedback, and gain recognition.
  • High-Quality Content
    UpLabs maintains a high standard for the content submitted, ensuring that users have access to top-notch designs and assets.
  • Regular Updates
    The site is updated regularly with new content, which keeps the resource library fresh and relevant.
  • Filter and Search Functionality
    UpLabs provides robust filter and search options, making it easy for users to find specific types of resources quickly.
  • Design Challenges
    The platform offers regular design challenges, encouraging creativity and providing opportunities for designers to win prizes and gain visibility.
  • Freemium Model
    UpLabs operates on a freemium model, offering a substantial amount of free resources while also providing premium content for those willing to pay, catering to a wide range of users.

Possible disadvantages

  • Cost for Premium Content
    While there are many free resources, some high-quality assets require a subscription or one-time payment, which might be a limitation for budget-constrained users.
  • Quality Variability
    Although the site maintains high standards, the quality of user-submitted content can vary, making it necessary to sift through submissions to find the best resources.
  • Overwhelming Choices
    The abundance of available resources can sometimes be overwhelming for users who might have difficulty deciding which assets to use.
  • Account Requirement
    To download resources or participate in community activities, users are required to create an account, which might be a deterrent for some.
  • Inconsistent Updates for Certain Categories
    Some categories of design resources may not receive updates as frequently as others, which could limit options for users looking for specific types of assets.
  • Limited Customization in Free Resources
    Free resources often come with limited customization options compared to premium ones, requiring users to upgrade for more 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

Videos

Walkthroughs and reviews on video.

UpLabs 2 videos + Add
GraphPilot 0 videos + Add

How to earn money form uplabs | Bangla Tutorial | passive income

More videos

  • - โคตรเจ๋ง! UI/UX Designer ทุกคนควรรู้จัก Uplabs | UX8.co

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
UpLabs
GraphPilot
100% 100%
0% 0%
0% 0%
100% 100%
100% 100%
0% 0%
0% 0%
API
100% 100%

Questions & Answers

As answered by people managing UpLabs 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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Alternatives to UpLabs and GraphPilot

When comparing UpLabs and GraphPilot, you can also consider the following products.