paulrostorp / prisma-mongodb-mongoose-benchmark

About

Runs benchmarks of prisma vs. mongoose for mongoDB.

Operations to be tested are defined in src/ops.ts, each operation is run 10 times and the average is used.

Prisma tests and mongoose tests are run against their own databases (see .env file to get local address)

Usage

docker-compose up -d

yarn install

npx prisma generate

npx prisma db push

yarn benchmark

Results

Run on MBP 14" 2021, Apple M1 Pro, 32GB RAM

With Prisma v4.2.1

                Fetch a single user by ID if exists (user_by_id)
┌─────────────────┬─────────────────────┬───────────────────────┬──────────────┐
│ Collection size │ Prisma average (ms) │ Mongoose average (ms) │ % difference │
├─────────────────┼─────────────────────┼───────────────────────┼──────────────┤
│          100000 │                 3.7 │                   1.6 │       131.3% │
│          200000 │                 3.0 │                   1.6 │        87.5% │
│          300000 │                 2.5 │                   1.4 │        78.6% │
│          400000 │                 2.8 │                   1.4 │       100.0% │
│          500000 │                 3.2 │                   1.3 │       146.2% │
│          600000 │                 3.3 │                   1.7 │        94.1% │
│          700000 │                 2.4 │                   1.3 │        84.6% │
│          800000 │                 3.7 │                   1.1 │       236.4% │
│          900000 │                 1.8 │                   1.4 │        28.6% │
│         1000000 │                 2.4 │                   1.9 │        26.3% │
└─────────────────┴─────────────────────┴───────────────────────┴──────────────┘

                Fetch a list user from an array of IDs (user_in)
┌─────────────────┬─────────────────────┬───────────────────────┬──────────────┐
│ Collection size │ Prisma average (ms) │ Mongoose average (ms) │ % difference │
├─────────────────┼─────────────────────┼───────────────────────┼──────────────┤
│          100000 │                31.3 │                   2.5 │      1152.0% │
│          200000 │                54.7 │                   2.7 │      1925.9% │
│          300000 │                83.1 │                   2.4 │      3362.5% │
│          400000 │               103.5 │                   2.6 │      3880.8% │
│          500000 │               129.8 │                   2.5 │      5092.0% │
│          600000 │               155.5 │                   2.0 │      7675.0% │
│          700000 │               177.6 │                   2.1 │      8357.1% │
│          800000 │               200.5 │                   2.6 │      7611.5% │
│          900000 │               225.8 │                   1.8 │     12444.4% │
│         1000000 │               251.6 │                   1.7 │     14700.0% │
└─────────────────┴─────────────────────┴───────────────────────┴──────────────┘

   Fetch user(s) by filtering on a non-indexed field (user_find_non_indexed)
┌─────────────────┬─────────────────────┬───────────────────────┬──────────────┐
│ Collection size │ Prisma average (ms) │ Mongoose average (ms) │ % difference │
├─────────────────┼─────────────────────┼───────────────────────┼──────────────┤
│          100000 │                34.3 │                  22.7 │        51.1% │
│          200000 │                63.3 │                  43.0 │        47.2% │
│          300000 │                92.1 │                  60.0 │        53.5% │
│          400000 │               118.6 │                  78.6 │        50.9% │
│          500000 │               150.2 │                  98.3 │        52.8% │
│          600000 │               172.2 │                 117.2 │        46.9% │
│          700000 │               201.0 │                 140.9 │        42.7% │
│          800000 │               231.2 │                 153.4 │        50.7% │
│          900000 │               257.6 │                 173.9 │        48.1% │
│         1000000 │               287.1 │                 194.8 │        47.4% │
└─────────────────┴─────────────────────┴───────────────────────┴──────────────┘

                       Upsert a single user (upsert_user)
┌─────────────────┬─────────────────────┬───────────────────────┬──────────────┐
│ Collection size │ Prisma average (ms) │ Mongoose average (ms) │ % difference │
├─────────────────┼─────────────────────┼───────────────────────┼──────────────┤
│          100000 │                 9.4 │                   2.4 │       291.7% │
│          200000 │                 6.5 │                   3.8 │        71.1% │
│          300000 │                 9.3 │                   3.0 │       210.0% │
│          400000 │                 4.7 │                   1.9 │       147.4% │
│          500000 │                 5.8 │                   2.8 │       107.1% │
│          600000 │                 7.8 │                   2.5 │       212.0% │
│          700000 │                 6.8 │                   3.4 │       100.0% │
│          800000 │                 6.0 │                   2.9 │       106.9% │
│          900000 │                 6.6 │                   1.9 │       247.4% │
│         1000000 │                 5.9 │                   3.4 │        73.5% │
└─────────────────┴─────────────────────┴───────────────────────┴──────────────┘