diff --git a/.github/workflows/bench-pr.yml b/.github/workflows/bench-pr.yml
index 1fab5eb28bc..5310bd750fb 100644
--- a/.github/workflows/bench-pr.yml
+++ b/.github/workflows/bench-pr.yml
@@ -31,8 +31,18 @@ jobs:
           - id: random-access-bench
             name: Random Access
             build_args: "--features lance"
-          - id: compress-bench
-            name: Compression
+          - id: compress-bench-1
+            name: Compression (1/3)
+            bin: compress-bench
+            extra_args: "--datasets '^(taxi|Arade|Bimbo|CMSprovider|Euro2016)$'"
+          - id: compress-bench-2
+            name: Compression (2/3)
+            bin: compress-bench
+            extra_args: "--datasets '^(Food|HashTags|TPC-H)'"
+          - id: compress-bench-3
+            name: Compression (3/3)
+            bin: compress-bench
+            extra_args: "--datasets '^(?!taxi$|Arade$|Bimbo$|CMSprovider$|Euro2016$|Food$|HashTags$|TPC-H)'"
     steps:
       - uses: runs-on/action@v2
         if: github.event.pull_request.head.repo.fork == false
@@ -60,7 +70,7 @@ jobs:
         env:
           RUSTFLAGS: "-C target-cpu=native -C force-frame-pointers=yes"
         run: |
-          cargo build --package ${{ matrix.benchmark.id }} --profile release_debug ${{ matrix.benchmark.build_args }}
+          cargo build --package ${{ matrix.benchmark.bin || matrix.benchmark.id }} --profile release_debug ${{ matrix.benchmark.build_args }}
 
       - name: Setup Polar Signals
         if: github.event.pull_request.head.repo.fork == false
@@ -77,7 +87,7 @@ jobs:
         env:
           RUST_BACKTRACE: full
         run: |
-          bash scripts/bench-taskset.sh target/release_debug/${{ matrix.benchmark.id }} -d gh-json -o results.json
+          bash scripts/bench-taskset.sh target/release_debug/${{ matrix.benchmark.bin || matrix.benchmark.id }} ${{ matrix.benchmark.formats && format('--formats {0}', matrix.benchmark.formats) || '' }} ${{ matrix.benchmark.extra_args }} -d gh-json -o results.json
 
       - name: Setup AWS CLI
         if: github.event.pull_request.head.repo.fork == false
diff --git a/.github/workflows/bench.yml b/.github/workflows/bench.yml
index ebeb429849b..6d98d883af0 100644
--- a/.github/workflows/bench.yml
+++ b/.github/workflows/bench.yml
@@ -44,10 +44,24 @@ jobs:
             name: Random Access
             build_args: "--features lance"
             formats: "parquet,lance,vortex"
-          - id: compress-bench
-            name: Compression
+          - id: compress-bench-1
+            name: Compression (1/3)
+            bin: compress-bench
             build_args: "--features lance"
             formats: "parquet,lance,vortex"
+            extra_args: "--datasets '^(taxi|Arade|Bimbo|CMSprovider|Euro2016)$'"
+          - id: compress-bench-2
+            name: Compression (2/3)
+            bin: compress-bench
+            build_args: "--features lance"
+            formats: "parquet,lance,vortex"
+            extra_args: "--datasets '^(Food|HashTags|TPC-H)'"
+          - id: compress-bench-3
+            name: Compression (3/3)
+            bin: compress-bench
+            build_args: "--features lance"
+            formats: "parquet,lance,vortex"
+            extra_args: "--datasets '^(?!taxi$|Arade$|Bimbo$|CMSprovider$|Euro2016$|Food$|HashTags$|TPC-H)'"
     steps:
       - uses: runs-on/action@v2
         if: github.repository == 'vortex-data/vortex'
@@ -73,7 +87,7 @@ jobs:
         env:
           RUSTFLAGS: "-C target-cpu=native -C force-frame-pointers=yes"
         run: |
-          cargo build --bin ${{ matrix.benchmark.id }} --profile release_debug ${{ matrix.benchmark.build_args }}
+          cargo build --bin ${{ matrix.benchmark.bin || matrix.benchmark.id }} --profile release_debug ${{ matrix.benchmark.build_args }}
 
       - name: Setup Polar Signals
         uses: polarsignals/gh-actions-ps-profiling@v0.8.1
@@ -89,7 +103,7 @@ jobs:
         env:
           RUST_BACKTRACE: full
         run: |
-          bash scripts/bench-taskset.sh target/release_debug/${{ matrix.benchmark.id }} --formats ${{ matrix.benchmark.formats }} -d gh-json -o results.json
+          bash scripts/bench-taskset.sh target/release_debug/${{ matrix.benchmark.bin || matrix.benchmark.id }} --formats ${{ matrix.benchmark.formats }} ${{ matrix.benchmark.extra_args }} -d gh-json -o results.json
 
       - name: Setup AWS CLI
         uses: aws-actions/configure-aws-credentials@v6