diff --git a/.gitignore b/.gitignore
index 7482630..e6eaac1 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,3 +1,4 @@
 /iceberg
 /iceberg-test
 .env
+/benchmark/dbt3/
diff --git a/Makefile b/Makefile
index a95bc34..8a0fcaf 100644
--- a/Makefile
+++ b/Makefile
@@ -24,3 +24,31 @@ lint:
 
 outdated:
 	devbox run "cd src && go list -u -m -f '{{if and .Update (not .Indirect)}}{{.}}{{end}}' all"
+
+pg-init:
+	devbox run initdb
+
+pg-up:
+	devbox services start postgresql
+
+pg-down:
+	devbox services stop postgresql
+
+benchmark-init:
+	devbox run "cd benchmark && \
+		git clone https://github.com/osdldbt/dbt3.git && \
+		cd dbt3 && \
+		make -f Makefile.cmake release && \
+		cd builds/release && \
+		sudo cmake --install . --prefix /usr/local && \
+		createdb dbt3 && \
+		
+		git clone https://github.com/gregrahn/tpch-kit.git && \
+
+
+"
+
+benchmark-uninstall:
+	devbox run "cd benchmark/dbt3/builds/release && \
+		xargs rm < install_manifest.txt && \
+		dropdb dbt3"
diff --git a/benchmark/README.md b/benchmark/README.md
new file mode 100644
index 0000000..db2a524
--- /dev/null
+++ b/benchmark/README.md
@@ -0,0 +1,27 @@
+# BemiDB Bechmark
+
+1. Download the TPC-H .zip benchmark file from the [following link](https://www.tpc.org/tpc_documents_current_versions/current_specifications5.asp) (requires to fill a form)
+2. Unzip the downloaded file into the `benchmark` directory
+
+3. Run the following commands:
+
+```sh
+make pg-init
+make pg-up
+make benchmark-init
+
+cd benchmark
+dbt3-build-dbgen --patch-dir=dbt3/patches --query-dir=dbt3/queries pgsql "TPC-H V3.0.1"/
+```
+
+---
+
+```sh
+make pg-init
+make pg-up
+
+cd benchmark
+git clone https://github.com/gregrahn/tpch-kit.git
+cd tpch-kit/dbgen
+make MACHINE=MACOS DATABASE=POSTGRESQL # Use MACHINE=LINUX for Linux
+```
diff --git a/devbox.json b/devbox.json
index c3b030a..633806e 100644
--- a/devbox.json
+++ b/devbox.json
@@ -1,7 +1,9 @@
 {
   "$schema": "https://raw.githubusercontent.com/jetify-com/devbox/0.13.1/.schema/devbox.schema.json",
   "packages": [
-    "go@latest"
+    "go@latest",
+    "postgresql@latest",
+    "cmake@latest"
   ],
   "shell": {
     "init_hook": [],
diff --git a/devbox.lock b/devbox.lock
index 845f5a1..7032c05 100644
--- a/devbox.lock
+++ b/devbox.lock
@@ -1,6 +1,62 @@
 {
   "lockfile_version": "1",
   "packages": {
+    "cmake@latest": {
+      "last_modified": "2024-10-13T23:44:06Z",
+      "resolved": "github:NixOS/nixpkgs/d4f247e89f6e10120f911e2e2d2254a050d0f732#cmake",
+      "source": "devbox-search",
+      "version": "3.29.6",
+      "systems": {
+        "aarch64-darwin": {
+          "outputs": [
+            {
+              "name": "out",
+              "path": "/nix/store/a7v65i1rs0jbdjq578pk9h689fif32sd-cmake-3.29.6",
+              "default": true
+            }
+          ],
+          "store_path": "/nix/store/a7v65i1rs0jbdjq578pk9h689fif32sd-cmake-3.29.6"
+        },
+        "aarch64-linux": {
+          "outputs": [
+            {
+              "name": "out",
+              "path": "/nix/store/kap109b20fvapdkpk0djrqy5chqc8rgh-cmake-3.29.6",
+              "default": true
+            },
+            {
+              "name": "debug",
+              "path": "/nix/store/k6dxnvzrpjng7f1vv3likb8p8x3a2gwf-cmake-3.29.6-debug"
+            }
+          ],
+          "store_path": "/nix/store/kap109b20fvapdkpk0djrqy5chqc8rgh-cmake-3.29.6"
+        },
+        "x86_64-darwin": {
+          "outputs": [
+            {
+              "name": "out",
+              "path": "/nix/store/s1b6hfmgbib22r5xyrw86v9x6mljxhal-cmake-3.29.6",
+              "default": true
+            }
+          ],
+          "store_path": "/nix/store/s1b6hfmgbib22r5xyrw86v9x6mljxhal-cmake-3.29.6"
+        },
+        "x86_64-linux": {
+          "outputs": [
+            {
+              "name": "out",
+              "path": "/nix/store/24gbi6mcw4c6jgzai9aaxx9qi2rxdb09-cmake-3.29.6",
+              "default": true
+            },
+            {
+              "name": "debug",
+              "path": "/nix/store/6jgji8dva0n4d9l3yplabfa29j6hsjwf-cmake-3.29.6-debug"
+            }
+          ],
+          "store_path": "/nix/store/24gbi6mcw4c6jgzai9aaxx9qi2rxdb09-cmake-3.29.6"
+        }
+      }
+    },
     "go@latest": {
       "last_modified": "2024-09-10T15:01:03Z",
       "resolved": "github:NixOS/nixpkgs/5ed627539ac84809c78b2dd6d26a5cebeb5ae269#go_1_23",
@@ -48,6 +104,131 @@
           "store_path": "/nix/store/mi0ybwsm6pmxzv9hsm6bcbqaq1pkf8wh-go-1.23.1"
         }
       }
+    },
+    "postgresql@latest": {
+      "last_modified": "2024-10-24T16:50:28Z",
+      "plugin_version": "0.0.2",
+      "resolved": "github:NixOS/nixpkgs/63487b2f26fa065cfeeaa47dddb08e2856ba53e8#postgresql",
+      "source": "devbox-search",
+      "version": "16.4",
+      "systems": {
+        "aarch64-darwin": {
+          "outputs": [
+            {
+              "name": "out",
+              "path": "/nix/store/6dzxj78wph840cpwslh96s4gpm0iwch2-postgresql-16.4",
+              "default": true
+            },
+            {
+              "name": "man",
+              "path": "/nix/store/z1n2vh799a5icpaxbrjfqsasagb276bk-postgresql-16.4-man",
+              "default": true
+            },
+            {
+              "name": "dev",
+              "path": "/nix/store/afjpl8ilq8s6j6zh4qqyy6mxz3v2xbav-postgresql-16.4-dev"
+            },
+            {
+              "name": "doc",
+              "path": "/nix/store/ry9d9by692xj92y5b9j6z0aa5y3lh3px-postgresql-16.4-doc"
+            },
+            {
+              "name": "lib",
+              "path": "/nix/store/d1im42w02x8gl2y380r4hgj8xgkkkbwc-postgresql-16.4-lib"
+            }
+          ],
+          "store_path": "/nix/store/6dzxj78wph840cpwslh96s4gpm0iwch2-postgresql-16.4"
+        },
+        "aarch64-linux": {
+          "outputs": [
+            {
+              "name": "out",
+              "path": "/nix/store/37r0vmsb8xd1kv3wjd99kr59q99ja3g0-postgresql-16.4",
+              "default": true
+            },
+            {
+              "name": "man",
+              "path": "/nix/store/mawnv85hv5y64csbmpgrnz88j7r8cby5-postgresql-16.4-man",
+              "default": true
+            },
+            {
+              "name": "debug",
+              "path": "/nix/store/71hz4hv1n6ivymbzd0jm3a61cyj9fwh5-postgresql-16.4-debug"
+            },
+            {
+              "name": "dev",
+              "path": "/nix/store/ibhwvhq4gkdibkfrkqg9vmip9mhhrg2q-postgresql-16.4-dev"
+            },
+            {
+              "name": "doc",
+              "path": "/nix/store/rmvkab0pxjjjznk350syr3gzpa13dz1k-postgresql-16.4-doc"
+            },
+            {
+              "name": "lib",
+              "path": "/nix/store/39mnmp40qhpq2h6r3cj66s23sb5fkzr6-postgresql-16.4-lib"
+            }
+          ],
+          "store_path": "/nix/store/37r0vmsb8xd1kv3wjd99kr59q99ja3g0-postgresql-16.4"
+        },
+        "x86_64-darwin": {
+          "outputs": [
+            {
+              "name": "out",
+              "path": "/nix/store/vlgydd1rakmw9j14i8dgrlhzj4pa82vi-postgresql-16.4",
+              "default": true
+            },
+            {
+              "name": "man",
+              "path": "/nix/store/2wm2caki07a557z97228n2zxrd3a8j4b-postgresql-16.4-man",
+              "default": true
+            },
+            {
+              "name": "doc",
+              "path": "/nix/store/r03r96a44grl85sflw6hvwwlrzr32rk9-postgresql-16.4-doc"
+            },
+            {
+              "name": "lib",
+              "path": "/nix/store/cy3q9y20jwk1vkd6jxf3mnq6xzbb9dn8-postgresql-16.4-lib"
+            },
+            {
+              "name": "dev",
+              "path": "/nix/store/96nxx00m06jl2jmvb16916l2rpwb13hk-postgresql-16.4-dev"
+            }
+          ],
+          "store_path": "/nix/store/vlgydd1rakmw9j14i8dgrlhzj4pa82vi-postgresql-16.4"
+        },
+        "x86_64-linux": {
+          "outputs": [
+            {
+              "name": "out",
+              "path": "/nix/store/mjjfx6yyaaba5hmv6bga20m8fxrca93l-postgresql-16.4",
+              "default": true
+            },
+            {
+              "name": "man",
+              "path": "/nix/store/b8cvsw47h2487y4j805zi0645x3ajh1i-postgresql-16.4-man",
+              "default": true
+            },
+            {
+              "name": "doc",
+              "path": "/nix/store/apbxfs52v8im9725mn2f1jhgbdfggrpd-postgresql-16.4-doc"
+            },
+            {
+              "name": "lib",
+              "path": "/nix/store/32cprs7xwxvb0rw2imfrgy5vcacc27hc-postgresql-16.4-lib"
+            },
+            {
+              "name": "debug",
+              "path": "/nix/store/alcnsd7fkkr3iipvcn9gzsyv16kab6m9-postgresql-16.4-debug"
+            },
+            {
+              "name": "dev",
+              "path": "/nix/store/pqya8lq5jyplfmbmafrrwsrsi07d5ssn-postgresql-16.4-dev"
+            }
+          ],
+          "store_path": "/nix/store/mjjfx6yyaaba5hmv6bga20m8fxrca93l-postgresql-16.4"
+        }
+      }
     }
   }
 }