diff --git a/.github/workflows/ci.yaml b/.github/workflows/ci.yaml
index 74fbfa41be95b..88ec022159ab5 100644
--- a/.github/workflows/ci.yaml
+++ b/.github/workflows/ci.yaml
@@ -998,12 +998,12 @@ jobs:
           tool: cargo-codspeed
 
       - name: "Build benchmarks"
-        run: cargo codspeed build --features "codspeed,ruff_instrumented" --profile profiling --no-default-features -p ruff_benchmark --bench formatter --bench lexer --bench linter --bench parser
+        run: cargo codspeed build -m simulation -m memory --features "codspeed,ruff_instrumented" --profile profiling --no-default-features -p ruff_benchmark --bench formatter --bench lexer --bench linter --bench parser
 
       - name: "Run benchmarks"
         uses: CodSpeedHQ/action@1c8ae4843586d3ba879736b7f6b7b0c990757fab # v4.12.1
         with:
-          mode: simulation
+          mode: "simulation,memory"
           run: cargo codspeed run
 
   benchmarks-instrumented-ty-build:
@@ -1037,7 +1037,7 @@ jobs:
           tool: cargo-codspeed
 
       - name: "Build benchmarks"
-        run: cargo codspeed build -m instrumentation --features "codspeed,ty_instrumented" --profile profiling --no-default-features -p ruff_benchmark --bench ty
+        run: cargo codspeed build -m simulation -m memory --features "codspeed,ty_instrumented" --profile profiling --no-default-features -p ruff_benchmark --bench ty
 
       - name: "Upload benchmark binary"
         uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7.0.0
@@ -1048,7 +1048,7 @@ jobs:
           retention-days: 1
 
   benchmarks-instrumented-ty-run:
-    name: "benchmarks instrumented ty (${{ matrix.benchmark }})"
+    name: "benchmarks instrumented ty (${{matrix.mode}}: ${{ matrix.benchmark }})"
     runs-on: ubuntu-24.04
     needs: benchmarks-instrumented-ty-build
     timeout-minutes: 20
@@ -1061,6 +1061,9 @@ jobs:
         benchmark:
           - "check_file|micro|anyio"
           - "attrs|hydra|datetype"
+        mode:
+          - simulation
+          - memory
     steps:
       - name: "Checkout Branch"
         uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
@@ -1088,7 +1091,7 @@ jobs:
       - name: "Run benchmarks"
         uses: CodSpeedHQ/action@1c8ae4843586d3ba879736b7f6b7b0c990757fab # v4.12.1
         with:
-          mode: simulation
+          mode: ${{ matrix.mode }}
           run: cargo codspeed run --bench ty "${{ matrix.benchmark }}"
 
   benchmarks-walltime-build:
diff --git a/Cargo.lock b/Cargo.lock
index 5927b9afca44b..bc162359701cd 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -264,26 +264,6 @@ dependencies = [
  "virtue",
 ]
 
-[[package]]
-name = "bindgen"
-version = "0.72.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "993776b509cfb49c750f11b8f07a46fa23e0a1386ffc01fb1e7d343efc387895"
-dependencies = [
- "bitflags 2.11.0",
- "cexpr",
- "clang-sys",
- "itertools 0.13.0",
- "log",
- "prettyplease",
- "proc-macro2",
- "quote",
- "regex",
- "rustc-hash",
- "shlex",
- "syn",
-]
-
 [[package]]
 name = "bit-set"
 version = "0.8.0"
@@ -418,15 +398,6 @@ dependencies = [
  "shlex",
 ]
 
-[[package]]
-name = "cexpr"
-version = "0.6.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6fac387a98bb7c37292057cffc56d62ecb629900026402633ae9160df93a8766"
-dependencies = [
- "nom",
-]
-
 [[package]]
 name = "cfg-if"
 version = "1.0.3"
@@ -488,17 +459,6 @@ dependencies = [
  "half",
 ]
 
-[[package]]
-name = "clang-sys"
-version = "1.8.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0b023947811758c97c59bf9d1c188fd619ad4718dcaa767947df1cadb14f39f4"
-dependencies = [
- "glob",
- "libc",
- "libloading",
-]
-
 [[package]]
 name = "clap"
 version = "4.6.0"
@@ -576,37 +536,36 @@ version = "4.0.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d669bb552908e336ad5681789752033b45566b7e591aeaac7a614e58e5d6d8f2"
 dependencies = [
- "nix 0.31.1",
+ "nix",
  "terminfo",
  "thiserror 2.0.18",
  "which",
- "windows-sys 0.59.0",
+ "windows-sys 0.61.0",
 ]
 
 [[package]]
 name = "codspeed"
-version = "4.0.4"
+version = "4.4.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d0f62ea8934802f8b374bf691eea524c3aa444d7014f604dd4182a3667b69510"
+checksum = "b684e94583e85a5ca7e1a6454a89d76a5121240f2fb67eb564129d9bafdb9db0"
 dependencies = [
  "anyhow",
- "bindgen",
  "cc",
  "colored 2.2.0",
+ "getrandom 0.2.16",
  "glob",
  "libc",
- "nix 0.30.1",
+ "nix",
  "serde",
  "serde_json",
  "statrs",
- "uuid",
 ]
 
 [[package]]
 name = "codspeed-criterion-compat"
-version = "4.0.4"
+version = "4.4.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d87efbc015fc0ff1b2001cd87df01c442824de677e01a77230bf091534687abb"
+checksum = "2e65444156eb73ad7f57618188f8d4a281726d133ef55b96d1dcff89528609ab"
 dependencies = [
  "clap",
  "codspeed",
@@ -617,9 +576,9 @@ dependencies = [
 
 [[package]]
 name = "codspeed-criterion-compat-walltime"
-version = "4.0.4"
+version = "4.4.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ae5713ace440123bb4f1f78dd068d46872cb8548bfe61f752e7b2ad2c06d7f00"
+checksum = "96389aaa4bbb872ea4924dc0335b2bb181bcf28d6eedbe8fea29afcc5bde36a6"
 dependencies = [
  "anes",
  "cast",
@@ -642,9 +601,9 @@ dependencies = [
 
 [[package]]
 name = "codspeed-divan-compat"
-version = "4.0.4"
+version = "4.4.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "95b4214b974f8f5206497153e89db90274e623f06b00bf4b9143eeb7735d975d"
+checksum = "89e4bf8c7793c170fd0fcf3be97b9032b2ae39c2b9e8818aba3cc10ca0f0c6c0"
 dependencies = [
  "clap",
  "codspeed",
@@ -655,9 +614,9 @@ dependencies = [
 
 [[package]]
 name = "codspeed-divan-compat-macros"
-version = "4.0.4"
+version = "4.4.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a53f34a16cb70ce4fd9ad57e1db016f0718e434f34179ca652006443b9a39967"
+checksum = "78aae02f2a278588e16e8ca62ea1915b8ab30f8230a09926671bba19ede801a4"
 dependencies = [
  "divan-macros",
  "itertools 0.14.0",
@@ -669,9 +628,9 @@ dependencies = [
 
 [[package]]
 name = "codspeed-divan-compat-walltime"
-version = "4.0.4"
+version = "4.4.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e8a5099050c8948dce488b8eaa2e68dc5cf571cb8f9fce99aaaecbdddb940bcd"
+checksum = "59ffd32c0c59ab8b674b15be65ba7c59aebac047036cfa7fa1e11bc2c178b81f"
 dependencies = [
  "cfg-if",
  "clap",
@@ -710,7 +669,7 @@ version = "3.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "faf9468729b8cbcea668e36183cb69d317348c2e08e994829fb56ebfdfbaac34"
 dependencies = [
- "windows-sys 0.52.0",
+ "windows-sys 0.61.0",
 ]
 
 [[package]]
@@ -961,7 +920,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "e0b1fab2ae45819af2d0731d60f2afe17227ebb1a1538a236da84c93e9a60162"
 dependencies = [
  "dispatch2",
- "nix 0.31.1",
+ "nix",
  "windows-sys 0.61.0",
 ]
 
@@ -1076,7 +1035,7 @@ dependencies = [
  "libc",
  "option-ext",
  "redox_users",
- "windows-sys 0.59.0",
+ "windows-sys 0.61.0",
 ]
 
 [[package]]
@@ -1162,7 +1121,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "39cab71617ae0d63f51a36d69f866391735b51691dbda63cf6f96d042b63efeb"
 dependencies = [
  "libc",
- "windows-sys 0.52.0",
+ "windows-sys 0.61.0",
 ]
 
 [[package]]
@@ -1828,7 +1787,7 @@ dependencies = [
  "portable-atomic",
  "portable-atomic-util",
  "serde_core",
- "windows-sys 0.52.0",
+ "windows-sys 0.61.0",
 ]
 
 [[package]]
@@ -1946,16 +1905,6 @@ dependencies = [
  "syn",
 ]
 
-[[package]]
-name = "libloading"
-version = "0.8.9"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d7c4b02199fee7c5d21a5ae7d8cfa79a6ef5bb2fc834d6e9058e89c825efdc55"
-dependencies = [
- "cfg-if",
- "windows-link 0.2.0",
-]
-
 [[package]]
 name = "libmimalloc-sys"
 version = "0.1.44"
@@ -2183,18 +2132,6 @@ dependencies = [
  "uuid",
 ]
 
-[[package]]
-name = "nix"
-version = "0.30.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "74523f3a35e05aba87a1d978330aef40f67b0304ac79c1c00b294c9830543db6"
-dependencies = [
- "bitflags 2.11.0",
- "cfg-if",
- "cfg_aliases",
- "libc",
-]
-
 [[package]]
 name = "nix"
 version = "0.31.1"
@@ -3701,7 +3638,7 @@ dependencies = [
  "errno",
  "libc",
  "linux-raw-sys",
- "windows-sys 0.52.0",
+ "windows-sys 0.61.0",
 ]
 
 [[package]]
@@ -4109,7 +4046,7 @@ dependencies = [
  "getrandom 0.4.2",
  "once_cell",
  "rustix",
- "windows-sys 0.52.0",
+ "windows-sys 0.61.0",
 ]
 
 [[package]]
@@ -5312,7 +5249,7 @@ version = "0.1.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "c2a7b1c03c876122aa43f3020e6c3c3ee5c05081c9a00739faf7503aeba10d22"
 dependencies = [
- "windows-sys 0.52.0",
+ "windows-sys 0.61.0",
 ]
 
 [[package]]
diff --git a/Cargo.toml b/Cargo.toml
index a6e14800235b9..7ba54f1d18a7f 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -74,7 +74,7 @@ camino = { version = "1.1.7" }
 clap = { version = "4.5.3", features = ["derive"] }
 clap_complete_command = { version = "0.6.0" }
 clearscreen = { version = "4.0.0" }
-codspeed-criterion-compat = { version = "4.0.4", default-features = false }
+codspeed-criterion-compat = { version = "4.4.1", default-features = false }
 colored = { version = "3.0.0" }
 compact_str = "0.9.0"
 console_error_panic_hook = { version = "0.1.7" }
@@ -85,7 +85,7 @@ crossbeam = { version = "0.8.4" }
 csv = { version = "1.3.1" }
 dashmap = { version = "6.0.1" }
 datatest-stable = { version = "0.3.3" }
-divan = { package = "codspeed-divan-compat", version = "4.0.4" }
+divan = { package = "codspeed-divan-compat", version = "4.4.1" }
 drop_bomb = { version = "0.1.5" }
 dunce = { version = "1.0.5" }
 etcetera = { version = "0.11.0" }