📊 Benchmark Comparison of Packages with Runtime Validation and Typescript Support

Packages Compared

• class-validator + class-transformer
• funval
• io-ts
• jointz
• json-decoder
• marshal
• myzod
• purify-ts
• quartet
• runtypes
• toi
• ts-json-validator
• ts-utils
• yup
• zod

Criteria

Validation

These packages are capable of validating the data for type correctness.

E.g. if string was expected, but a number was provided, the validator should fail.

Interface

It has a validator function or method that returns a valid type casted value or throws.

const data: any = {}

// `res` is now type casted to the right type
const res = isValid(data)

Or it has a type guard function that in a truthy block type casts the value.

const data: any = {}

function isMyDataValid(data: any) {
  // isValidGuard is the type guard function provided by the package
  if (isValidGuard(data)) {
    // data here is "guarded" and therefore inferred to be of the right type
    return data
  }

  throw new Error('Invalid!')
}

// `res` is now type casted to the right type
const res = isMyDataValid(data)

Benchmark Results

Data Type Checks

Node 10.x (JSON, CSV, SVG)

Node 12.x (JSON, CSV, SVG)

Node 13.x (JSON, CSV, SVG)

Data Type Checks Sans ts-json-validator

Because some packages are so performant it makes it difficult to see the benchmarks for other packages.

This benchmark run includes all of the above packages, but excludes ts-json-validator and quartet.

Node 10.x (JSON, CSV, SVG)

Node 12.x (JSON, CSV, SVG)

Node 13.x (JSON, CSV, SVG)