Software Alternatives & Startups
Register | Login

Amazon CloudFront VS GraphPilot

Compare Amazon CloudFront VS GraphPilot and see what are their differences

Amazon CloudFront

Amazon CloudFront is a content delivery web service.

Rating
0 reviews
Promote on VibeVoted
Alternatives Is it good?
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)
Promote on VibeVoted
Alternatives Is it good?
ZeroTwo AI
ZeroTwo is a premium multi-provider AI platform which combines the tools models and features of Claude, Gemini, Grok, Openai and more into one. Canvas, Deep Research, MCP, Connectors, Agents, Projects and even Apps are all available in one place! sponsored

Which is more popular?

Based on our record, Amazon CloudFront seems to be more popular. It has been mentioned 87 times since March 2021.

social mentions
87 vs 0
CDN popularity
99% vs 1%
alternatives listed
240+ vs 1

Base details

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

Amazon CloudFront
GraphPilot
Website aws.amazon.com 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
CDN Cloud Computing Content Distribution Static Assets +1
GraphQL Content Distribution CDN Caching API Tools Developer Tools API Web Application Security +5

About Amazon CloudFront and GraphPilot

In their own words, as submitted to SaaSHub.

Amazon CloudFront
GraphPilot

No description of Amazon CloudFront 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.

Amazon CloudFront 6 features
GraphPilot 16 features
  • Global Distribution
    Amazon CloudFront has a global network of edge locations that help in delivering content with low latency and high transfer speeds to users around the world.
  • Scalability
    CloudFront can handle large spikes in traffic without any manual intervention, ensuring that your content is always available, even under high demand.
  • Integration with AWS Services
    CloudFront integrates seamlessly with other AWS services like S3, EC2, and Lambda, providing a more cohesive and efficient experience.
  • Security Features
    CloudFront offers multiple security measures including DDoS protection, AWS Shield Standard, and AWS Web Application Firewall (WAF) to keep your content secure.
  • Custom SSL Certificates
    CloudFront allows you to use your own SSL certificates, enabling secure connections for your end users.
  • Pay-as-you-Go Pricing
    CloudFront offers a flexible pricing model where you pay only for what you use, making it cost-effective for both small and large scale operations.

Possible disadvantages

  • Complexity
    The wide array of features and settings may be overwhelming for users who are not familiar with AWS services or content delivery networks.
  • Pricing Structure
    While pay-as-you-go pricing is flexible, it can be difficult to estimate costs upfront due to the various factors that influence the final bill.
  • Initial Setup
    Setting up CloudFront for the first time can be time-consuming and may require a learning curve, particularly for beginners.
  • Latency for Dynamic Content
    While CloudFront is optimized for static content delivery, delivering dynamic content can sometimes result in higher latencies depending on the configuration.
  • Region-Based Restrictions
    Content distribution and access may face region-based restrictions and regulations, which can limit its effectiveness in certain areas.
  • 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.

Amazon CloudFront
GraphPilot

Overall verdict

  • Yes, Amazon CloudFront is a highly effective CDN service known for its global reach and strong performance, making it a good choice for businesses of all sizes.

Why this product is good

  • Amazon CloudFront is a reliable content delivery network (CDN) service that is part of the AWS ecosystem. It offers low latency and high transfer speeds, making it suitable for delivering your web content efficiently. It integrates seamlessly with other AWS services, supports a wide range of content types, and provides robust security features, including DDoS protection and SSL/TLS encryption.

Recommended for

  • Businesses looking for a scalable CDN solution integrated with AWS services
  • Organizations requiring secure content delivery with compliance and advanced security features
  • Developers needing low-latency content delivery optimized for both static and dynamic content
  • Users seeking a CDN with a wide range of geographic locations to ensure fast content delivery to a global audience

No analysis of GraphPilot yet.

Videos

Walkthroughs and reviews on video.

Amazon CloudFront 1 video + Add
GraphPilot 0 videos + Add

JioSaavn Uses Amazon CloudFront to Stream Music and Video to Millions of Subscribers Daily

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
Amazon CloudFront
GraphPilot
99% 99%
CDN
1% 1%
0% 0%
Web Application Security
100% 100%
100% 100%
Cloud Computing
0% 0%
0% 0%
API
100% 100%

Questions & Answers

As answered by people managing Amazon CloudFront 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 Amazon CloudFront and GraphPilot. For example, how are they different and which one is better?

Log in or Post with

Reviews and articles

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

Amazon CloudFront no reviews yet
GraphPilot no reviews yet

View more

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.

Amazon CloudFront 87 mentions
GraphPilot 0 mentions

View more

Tracking GraphPilot since Nov 2026.

Alternatives to Amazon CloudFront and GraphPilot

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

Loading...