diff --git a/.github/workflows/benchmark.yml b/.github/workflows/benchmark.yml
index b8713f193078b..a81a9fb124716 100644
--- a/.github/workflows/benchmark.yml
+++ b/.github/workflows/benchmark.yml
@@ -6,6 +6,8 @@ on:
     types: [opened, synchronize]
     paths:
       - '**/*.rs'
+      - 'napi/parser/**/*.js'
+      - 'napi/parser/**/*.mjs'
       - 'Cargo.lock'
       - '.github/workflows/benchmark.yml'
       - 'tasks/benchmark/codspeed/*.mjs'
@@ -15,6 +17,8 @@ on:
       - bench-*
     paths:
       - '**/*.rs'
+      - 'napi/parser/**/*.js'
+      - 'napi/parser/**/*.mjs'
       - 'Cargo.lock'
       - '.github/workflows/benchmark.yml'
       - 'tasks/benchmark/codspeed/*.mjs'
@@ -31,7 +35,7 @@ jobs:
       matrix:
         # Run each benchmark in own job.
         # Linter benchmark is by far the slowest, so split each fixture into own job.
-        component: [lexer, parser, transformer, semantic, minifier, codegen_sourcemap]
+        component: [lexer, parser, transformer, semantic, minifier, codegen_sourcemap, parser_napi]
         include:
           - component: linter
             fixture: 0
@@ -53,7 +57,7 @@ jobs:
       - name: Install Rust Toolchain
         uses: ./.github/actions/rustup
         with:
-          shared-key: 'benchmark'
+          shared-key: ${{ matrix.component == 'parser_napi' && 'benchmark_napi' || 'benchmark' }}
           save-cache: ${{ github.ref_name == 'main' }}
 
       - name: Install codspeed
@@ -77,12 +81,31 @@ jobs:
           pnpm install
           node capture.mjs &
 
-      - name: Build Benchmark
+      # CodSpeed gets measurements completely off for NAPI if run in `CodSpeedHQ/action`,
+      # so instead run real benchmark without CodSpeed's instrumentation and save the results.
+      # Then "Run benchmark" step below runs a loop of some simple Rust code the number
+      # of times required to take same amount of time as the real benchmark took.
+      # This is all a workaround for https://github.com/CodSpeedHQ/action/issues/96
+      - name: Build NAPI Benchmark
+        if: ${{ matrix.component == 'parser_napi'}}
+        working-directory: ./napi/parser
+        run: |
+          corepack enable
+          pnpm install
+          pnpm build
+
+      - name: Run NAPI Benchmark
+        if: ${{ matrix.component == 'parser_napi'}}
+        working-directory: ./napi/parser
+        run: node parse.bench.mjs
+
+      - name: Build benchmark
         env:
           RUSTFLAGS: "-C debuginfo=2 -C strip=none -g --cfg codspeed"
         shell: bash
         run: |
-          cargo build --release -p oxc_benchmark --features codspeed --bench ${{ matrix.component }}
+          cargo build --release -p oxc_benchmark --bench ${{ matrix.component }} \
+            --features ${{ matrix.component == 'parser_napi' && 'codspeed_napi' || 'codspeed'}}
           mkdir -p target/codspeed/oxc_benchmark/
           mv target/release/deps/${{ matrix.component }}-* target/codspeed/oxc_benchmark
           rm -rf target/codspeed/oxc_benchmark/*.d
diff --git a/Cargo.lock b/Cargo.lock
index b73fba6bbb3cd..e3df7fce47b25 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -1358,6 +1358,8 @@ dependencies = [
  "oxc_span",
  "oxc_tasks_common",
  "oxc_transformer",
+ "serde",
+ "serde_json",
 ]
 
 [[package]]
diff --git a/napi/parser/package.json b/napi/parser/package.json
index a662f544a8fb0..123b9e1ce5609 100644
--- a/napi/parser/package.json
+++ b/napi/parser/package.json
@@ -7,11 +7,10 @@
     "bench": "vitest bench"
   },
   "devDependencies": {
-    "@codspeed/vitest-plugin": "^3.1.0",
     "@napi-rs/cli": "^2.18.0",
     "es-module-lexer": "^1.4.1",
     "flatbuffers": "^23.5.26",
-    "vitest": "^1.3.1"
+    "tinybench": "^2.6.0"
   },
   "engines": {
     "node": ">=14.*"
diff --git a/napi/parser/parse.bench.mjs b/napi/parser/parse.bench.mjs
index f7a546285a572..929399af4cfaa 100644
--- a/napi/parser/parse.bench.mjs
+++ b/napi/parser/parse.bench.mjs
@@ -1,10 +1,11 @@
 import {fileURLToPath} from 'url';
 import {join as pathJoin} from 'path';
 import {readFile, writeFile} from 'fs/promises';
-import assert from 'assert';
-import {bench} from 'vitest';
+import {Bench} from 'tinybench';
 import {parseSync} from './index.js';
 
+const IS_CI = !!process.env.CI;
+
 const urls = [
     // TypeScript syntax (2.81MB)
     'https://raw.githubusercontent.com/microsoft/TypeScript/v5.3.3/src/compiler/checker.ts',
@@ -28,9 +29,9 @@ const files = await Promise.all(urls.map(async (url) => {
     let code;
     try {
         code = await readFile(path, 'utf8');
-        console.log('Found cached file:', filename);
+        if (IS_CI) console.log('Found cached file:', filename);
     } catch {
-        console.log('Downloading:', filename);
+        if (IS_CI) console.log('Downloading:', filename);
         const res = await fetch(url);
         code = await res.text();
         await writeFile(path, code);
@@ -39,10 +40,27 @@ const files = await Promise.all(urls.map(async (url) => {
     return {filename, code};
 }));
 
+const bench = new Bench();
+
 for (const {filename, code} of files) {
-    bench(`parser(napi)[${filename}]`, () => {
+    bench.add(`parser_napi[${filename}]`, () => {
         const res = parseSync(code, {sourceFilename: filename});
-        assert(res.errors.length === 0);
         JSON.parse(res.program);
     });
 }
+
+console.log('Warming up');
+await bench.warmup();
+console.log('Running benchmarks');
+await bench.run();
+console.table(bench.table());
+
+// If running on CI, save results to file
+if (IS_CI) {
+    const dataDir = process.env.DATA_DIR;
+    const results = bench.tasks.map(task => ({
+        filename: task.name.match(/\[(.+)\]$/)[1],
+        duration: task.result.period / 1000, // In seconds
+    }));
+    await writeFile(pathJoin(dataDir, 'results.json'), JSON.stringify(results));
+}
diff --git a/napi/parser/pnpm-lock.yaml b/napi/parser/pnpm-lock.yaml
index 4025399ea1b69..ae01051598868 100644
--- a/napi/parser/pnpm-lock.yaml
+++ b/napi/parser/pnpm-lock.yaml
@@ -1,9 +1,10 @@
 lockfileVersion: '6.0'
 
+settings:
+  autoInstallPeers: true
+  excludeLinksFromLockfile: false
+
 devDependencies:
-  '@codspeed/vitest-plugin':
-    specifier: ^3.1.0
-    version: 3.1.0(vite@5.1.6)(vitest@1.3.1)
   '@napi-rs/cli':
     specifier: ^2.18.0
     version: 2.18.0
@@ -13,1033 +14,26 @@ devDependencies:
   flatbuffers:
     specifier: ^23.5.26
     version: 23.5.26
-  vitest:
-    specifier: ^1.3.1
-    version: 1.3.1
+  tinybench:
+    specifier: ^2.6.0
+    version: 2.6.0
 
 packages:
 
-  /@codspeed/core@3.1.0:
-    resolution: {integrity: sha512-oYd7X46QhnRkgRbZkqAoX9i3Fwm17FpunK4Ee5RdrvRYR0Xr93ewH8/O5g6uyTPDOOqDEv1v2KRYtWhVgN+2VQ==}
-    dependencies:
-      axios: 1.6.7
-      find-up: 6.3.0
-      form-data: 4.0.0
-      node-gyp-build: 4.8.0
-    transitivePeerDependencies:
-      - debug
-    dev: true
-
-  /@codspeed/vitest-plugin@3.1.0(vite@5.1.6)(vitest@1.3.1):
-    resolution: {integrity: sha512-ms11tUytiQTgB+idxZRUuCUQfgz4LaKTDJCLYm5VTSpOCUU7D5+QWvJnA8X8B9glPfR5siIK8RxrnZP4yuysKQ==}
-    peerDependencies:
-      vite: ^4.2.0 || ^5.0.0
-      vitest: '>=1.2.2'
-    dependencies:
-      '@codspeed/core': 3.1.0
-      vite: 5.1.6
-      vitest: 1.3.1
-    transitivePeerDependencies:
-      - debug
-    dev: true
-
-  /@esbuild/aix-ppc64@0.19.12:
-    resolution: {integrity: sha512-bmoCYyWdEL3wDQIVbcyzRyeKLgk2WtWLTWz1ZIAZF/EGbNOwSA6ew3PftJ1PqMiOOGu0OyFMzG53L0zqIpPeNA==}
-    engines: {node: '>=12'}
-    cpu: [ppc64]
-    os: [aix]
-    requiresBuild: true
-    dev: true
-    optional: true
-
-  /@esbuild/android-arm64@0.19.12:
-    resolution: {integrity: sha512-P0UVNGIienjZv3f5zq0DP3Nt2IE/3plFzuaS96vihvD0Hd6H/q4WXUGpCxD/E8YrSXfNyRPbpTq+T8ZQioSuPA==}
-    engines: {node: '>=12'}
-    cpu: [arm64]
-    os: [android]
-    requiresBuild: true
-    dev: true
-    optional: true
-
-  /@esbuild/android-arm@0.19.12:
-    resolution: {integrity: sha512-qg/Lj1mu3CdQlDEEiWrlC4eaPZ1KztwGJ9B6J+/6G+/4ewxJg7gqj8eVYWvao1bXrqGiW2rsBZFSX3q2lcW05w==}
-    engines: {node: '>=12'}
-    cpu: [arm]
-    os: [android]
-    requiresBuild: true
-    dev: true
-    optional: true
-
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-    engines: {node: '>=12'}
-    cpu: [x64]
-    os: [android]
-    requiresBuild: true
-    dev: true
-    optional: true
-
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-    resolution: {integrity: sha512-B6IeSgZgtEzGC42jsI+YYu9Z3HKRxp8ZT3cqhvliEHovq8HSX2YX8lNocDn79gCKJXOSaEot9MVYky7AKjCs8g==}
-    engines: {node: '>=12'}
-    cpu: [arm64]
-    os: [darwin]
-    requiresBuild: true
-    dev: true
-    optional: true
-
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-    engines: {node: '>=12'}
-    cpu: [x64]
-    os: [darwin]
-    requiresBuild: true
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-
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-    requiresBuild: true
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-
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-    os: [linux]
-    requiresBuild: true
-    dev: true
-    optional: true
-
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-    requiresBuild: true
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-    requiresBuild: true
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-    requiresBuild: true
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-    cpu: [s390x]
-    os: [linux]
-    requiresBuild: true
-    dev: true
-    optional: true
-
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-    requiresBuild: true
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-    os: [win32]
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-
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-
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-    dependencies:
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-    dev: true
-
-  /@jridgewell/sourcemap-codec@1.4.15:
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-
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     hasBin: true
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-
-  /@rollup/rollup-android-arm64@4.13.0:
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diff --git a/napi/parser/vitest.config.mjs b/napi/parser/vitest.config.mjs
deleted file mode 100644
index 39501bcfcaca7..0000000000000
--- a/napi/parser/vitest.config.mjs
+++ /dev/null
@@ -1,6 +0,0 @@
-import {defineConfig} from 'vitest/config';
-import codspeedPlugin from '@codspeed/vitest-plugin';
-
-export default defineConfig({
-    plugins: process.env.CI ? [codspeedPlugin()] : []
-});
diff --git a/tasks/benchmark/Cargo.toml b/tasks/benchmark/Cargo.toml
index c52a9c6f05d98..cd892e49c761e 100644
--- a/tasks/benchmark/Cargo.toml
+++ b/tasks/benchmark/Cargo.toml
@@ -51,6 +51,12 @@ harness = false
 name    = "minifier"
 harness = false
 
+# Only run in CI
+[[bench]]
+name    = "parser_napi"
+harness = false
+bench   = false
+
 [dependencies]
 oxc_allocator    = { workspace = true }
 oxc_linter       = { workspace = true }
@@ -63,7 +69,10 @@ oxc_tasks_common = { workspace = true }
 oxc_transformer  = { workspace = true }
 oxc_codegen      = { workspace = true }
 
-criterion = { package = "criterion2", version = "0.6.0", default-features = false }
+criterion  = { package = "criterion2", version = "0.6.0", default-features = false }
+serde      = { workspace = true, optional = true }
+serde_json = { workspace = true, optional = true }
 
 [features]
-codspeed = ["criterion/codspeed"]
+codspeed      = ["criterion/codspeed"]
+codspeed_napi = ["criterion/codspeed", "dep:serde", "dep:serde_json"]
diff --git a/tasks/benchmark/benches/parser_napi.rs b/tasks/benchmark/benches/parser_napi.rs
new file mode 100644
index 0000000000000..bbf6b3de4691c
--- /dev/null
+++ b/tasks/benchmark/benches/parser_napi.rs
@@ -0,0 +1,53 @@
+use std::{env, fs, path::PathBuf, time::Duration};
+
+use oxc_benchmark::{
+    black_box, criterion_group, criterion_main, BenchmarkId, Criterion, SamplingMode,
+};
+
+use serde::Deserialize;
+
+#[derive(Deserialize)]
+struct BenchResult {
+    filename: String,
+    duration: f64,
+}
+
+/// This is a fake benchmark which is only here to get benchmarks for NAPI parser into CodSpeed.
+/// It's a workaround for CodSpeed's measurement of JS + NAPI being wildly inaccurate:
+/// https://github.com/CodSpeedHQ/action/issues/96
+/// So instead in CI we run the actual benchmark without CodSpeed's instrumentation
+/// (see `.github/workflows/benchmark.yml` and `napi/parser/parse.bench.mjs`).
+/// `parse.bench.mjs` writes the results of the benchmarks to a file `results.json`.
+/// This pseudo-benchmark reads that file and just performs meaningless calculations in a loop
+/// the number of times required to take same amount of time as the original benchmark.
+fn bench_parser_napi(criterion: &mut Criterion) {
+    let data_dir = env::var("DATA_DIR").unwrap();
+    let results_path: PathBuf = [&data_dir, "results.json"].iter().collect();
+    let results_file = fs::File::open(&results_path).unwrap();
+    let files: Vec<BenchResult> = serde_json::from_reader(results_file).unwrap();
+    fs::remove_file(&results_path).unwrap();
+
+    let mut group = criterion.benchmark_group("parser_napi");
+    // Reduce time to run benchmark as much as possible (10 is min for sample size)
+    group.sample_size(10);
+    group.warm_up_time(Duration::from_micros(1));
+    group.sampling_mode(SamplingMode::Flat);
+    for file in files {
+        let cycles = (file.duration * 266672645.0) as u64;
+        group.bench_function(BenchmarkId::from_parameter(&file.filename), |b| {
+            b.iter(|| {
+                let cycles = black_box(cycles);
+                let mut n: u64 = 0x1c2e9b89d37e0c1b;
+                for _ in 0..cycles {
+                    n = n.rotate_right(3);
+                    n = n ^ 0x18bb6752b938b511;
+                }
+                black_box(n);
+            });
+        });
+    }
+    group.finish();
+}
+
+criterion_group!(parser, bench_parser_napi);
+criterion_main!(parser);