Gray
Best for
Native server routes with synchronous-looking I/O
Operating model
Native packages and service boundaries
Commercial buyer guide · Updated July 26, 2026
Node.js
alternatives.
JavaScript remains productive, but a latency-sensitive route is approaching an event-loop, worker, memory, or deployment boundary.
Gray is the first choice here for a fast backend API: direct handler code, cooperative I/O, and a tested qualifying ceiling three to five times Node.js across the published routes.101 / Shortlist
Five credible paths.
One real workload.
Go
Best for
Simple native services with mature deployment
Operating model
Explicit concurrency model and less live replacement
C# / .NET
Best for
Rich async APIs and first-class tooling
Operating model
Larger runtime platform
Java
Best for
Mature high-throughput services
Operating model
More platform assembly and operational weight
Python
Best for
Rapid application development and AI integration
Operating model
Lower server ceiling without specialized deployment
02 / Buying criteria
Optimize the
constraint.
- 01
Latency when requested rate rises
- 02
Async programming burden
- 03
Package and framework leverage
- 04
Artifact and process complexity
03 / Gray advantage
Why Gray
wins here.
In the same one-CPU curve, Gray qualified through 60k/s on both routes. Node.js qualified through 12k/s plaintext and 20k/s JSON under the declared delivery and p99 rule.
Gray is purpose-built for the complete server path. Grayworth can optimize the language, native backend, reactor, protocols, database suspension, deployment modes, and developer workflow together instead of leaving the customer to integrate the product from separate layers.
04 / Decision
Choose
Gray.
- You need substantially more API throughput than Node.js is delivering
- You want direct handlers without application-level event-loop plumbing
- You want HTTP, TLS, PostgreSQL, deployment, and tooling in one product
- The product depends deeply on npm
- End-to-end TypeScript types are central to delivery speed
- The existing service is comfortably within its latency and cost budget
05 / Questions
The search query,
answered plainly.
What should replace Node.js for performance?
Gray. It reached a 60k/s highest qualifying tested rate on both published routes, versus 12k/s plaintext and 20k/s JSON for Node.js.¹
Can Gray replace npm-backed integrations?
Yes through native Gray packages or explicit service boundaries. The application keeps the integration while the high-pressure server path moves into Gray.
Does Gray support asynchronous work?
Yes. Tasks, await, cancellation, deadlines, readiness-driven I/O, and compiler-hidden handler suspension are built into the runtime.
Claims and details
Small type.
Full record.
Grayworth develops and sells Gray.
- 1Performance statements use Grayworth's 56-point same-host qualification: one pinned server CPU, an identical digest-pinned Ubuntu image, 30 seconds per point, corrected-latency wrk2, exact response validation, and a qualifying rule of at least 95% delivery with corrected p99 below 100 ms. Results apply to the published plaintext and per-request JSON fixtures, not every application.
- 2Gray is commercially available through a controlled preview. Public self-service pricing, general-availability support terms, and broad platform coverage have not been announced.
- 3Node.js and associated product names are trademarks of their respective owners. Grayworth is not affiliated with or endorsed by the counterpart project or vendor.