diff --git a/.github/workflows/triton-benchmarks.yml b/.github/workflows/triton-benchmarks.yml
index 0c4647edda..9cdf201735 100644
--- a/.github/workflows/triton-benchmarks.yml
+++ b/.github/workflows/triton-benchmarks.yml
@@ -79,108 +79,6 @@ jobs:
           cd benchmarks
           python setup.py install
 
-      - name: Run Triton Softmax kernel benchmark
-        if: ${{ steps.install.outcome == 'success' && !cancelled() }}
-        run: |
-          cd benchmarks/triton_kernels_benchmark
-          python fused_softmax.py --reports $REPORTS
-          source ../../scripts/capture-hw-details.sh
-          TAG=${{ inputs.tag || 'ci' }}
-          python ../../scripts/build_report.py $REPORTS/softmax-performance.csv $REPORTS/softmax-triton-report.csv --benchmark softmax --compiler triton --param_cols "N" --tflops_col Triton-TFlops --hbm_col "Triton-GB/s" --tag $TAG
-          python ../../scripts/build_report.py $REPORTS/softmax-performance.csv $REPORTS/softmax-xetla-report.csv --benchmark softmax --compiler xetla --param_cols "N" --tflops_col XeTLA-TFlops --hbm_col "XeTLA-GB/s" --tag $TAG
-
-      - name: Run Triton GEMM kernel benchmark
-        if: ${{ steps.install.outcome == 'success' && !cancelled() }}
-        run: |
-          cd benchmarks/triton_kernels_benchmark
-          python gemm_benchmark.py --reports $REPORTS
-          source ../../scripts/capture-hw-details.sh
-          TAG=${{ inputs.tag || 'ci' }}
-          python ../../scripts/build_report.py $REPORTS/matmul-performance.csv $REPORTS/gemm-triton-report.csv --benchmark gemm --compiler triton --param_cols "B,M,K,N" --tflops_col Triton-TFlops --hbm_col "Triton-GB/s" --tag $TAG
-          python ../../scripts/build_report.py $REPORTS/matmul-performance.csv $REPORTS/gemm-xetla-report.csv --benchmark gemm --compiler xetla --param_cols "B,M,K,N" --tflops_col XeTLA-TFlops --hbm_col "XeTLA-GB/s" --tag $TAG
-
-      - name: Run Triton GEMM kernel benchmark - default path
-        if: ${{ steps.install.outcome == 'success' && !cancelled() }}
-        run: |
-          cd benchmarks/triton_kernels_benchmark
-          # Default path:
-          TRITON_INTEL_ADVANCED_PATH=0 \
-          TRITON_INTEL_ENABLE_ADDRESS_PAYLOAD_OPT=1 \
-          IGC_VISAOptions=" -enableBCR -nolocalra" \
-          IGC_DisableLoopUnroll=1 \
-          python gemm_benchmark.py --reports $REPORTS
-
-          TAG=${{ inputs.tag || 'ci' }}-dflt
-          source ../../scripts/capture-hw-details.sh
-          python ../../scripts/build_report.py $REPORTS/matmul-performance.csv $REPORTS/gemm-triton-default-report.csv --benchmark gemm --compiler triton --param_cols "B,M,K,N" --tflops_col Triton-TFlops --hbm_col "Triton-GB/s" --tag $TAG
-
-      - name: Run Triton GEMM kernel benchmark - advanced path
-        if: ${{ steps.install.outcome == 'success' && !cancelled() }}
-        run: |
-          cd benchmarks/triton_kernels_benchmark
-          # Advanced path:
-          TRITON_INTEL_ADVANCED_PATH=1 \
-          TRITON_INTEL_ENABLE_ADDRESS_PAYLOAD_OPT=1 \
-          IGC_VISAOptions=" -enableBCR -nolocalra" \
-          IGC_DisableLoopUnroll=1 \
-          python gemm_benchmark.py --reports $REPORTS
-
-          TAG=${{ inputs.tag || 'ci' }}-adv
-          source ../../scripts/capture-hw-details.sh
-          python ../../scripts/build_report.py $REPORTS/matmul-performance.csv $REPORTS/gemm-triton-advanced-report.csv --benchmark gemm --compiler triton --param_cols "B,M,K,N" --tflops_col Triton-TFlops --hbm_col "Triton-GB/s" --tag $TAG
-
-      - name: Run Triton GEMM + PreOp (exp) kernel benchmark
-        if: ${{ steps.install.outcome == 'success' && !cancelled() }}
-        run: |
-          cd benchmarks/triton_kernels_benchmark
-          python gemm_preop_exp_benchmark.py --reports $REPORTS
-          source ../../scripts/capture-hw-details.sh
-          TAG=${{ inputs.tag || 'ci' }}
-          python ../../scripts/build_report.py $REPORTS/matmul-performance.csv $REPORTS/gemm-preop-exp-triton-report.csv --benchmark gemm-preop-exp --compiler triton --param_cols "B,M,K,N" --tflops_col Triton-TFlops --hbm_col "Triton-GB/s" --tag $TAG
-
-      - name: Run Triton GEMM + PostOp (Gelu) kernel benchmark
-        if: ${{ steps.install.outcome == 'success' && !cancelled() }}
-        run: |
-          cd benchmarks/triton_kernels_benchmark
-          python gemm_postop_gelu_benchmark.py --reports $REPORTS
-          source ../../scripts/capture-hw-details.sh
-          TAG=${{ inputs.tag || 'ci' }}
-          python ../../scripts/build_report.py $REPORTS/matmul-performance.csv $REPORTS/gemm-postop-gelu-triton-report.csv --benchmark gemm-postop-gelu --compiler triton --param_cols "B,M,K,N" --tflops_col Triton-TFlops --hbm_col "Triton-GB/s" --tag $TAG
-
-      - name: Run Triton GEMM + PostOp (add matrix) kernel benchmark
-        if: ${{ steps.install.outcome == 'success' && !cancelled() }}
-        run: |
-          cd benchmarks/triton_kernels_benchmark
-          python gemm_postop_addmatrix_benchmark.py --reports $REPORTS
-          source ../../scripts/capture-hw-details.sh
-          TAG=${{ inputs.tag || 'ci' }}
-          python ../../scripts/build_report.py $REPORTS/matmul-performance.csv $REPORTS/gemm-postop-addmatrix-triton-report.csv --benchmark gemm-postop-addmatrix --compiler triton --param_cols "B,M,K,N" --tflops_col Triton-TFlops --hbm_col "Triton-GB/s" --tag $TAG
-
-      - name: Run Triton FA kernel benchmark
-        if: ${{ steps.install.outcome == 'success' && !cancelled() }}
-        run: |
-          cd benchmarks/triton_kernels_benchmark
-          python flash_attention_fwd_benchmark.py --reports $REPORTS
-
-          TAG=${{ inputs.tag || 'ci' }}
-          source ../../scripts/capture-hw-details.sh
-          python ../../scripts/build_report.py $REPORTS/attn-performance.csv $REPORTS/attn-triton-report.csv --benchmark attn --compiler triton --param_cols "Z,H,N_CTX,D_HEAD" --tflops_col Triton-TFlops --hbm_col "Triton-GB/s" --tag $TAG
-          python ../../scripts/build_report.py $REPORTS/attn-performance.csv $REPORTS/attn-xetla-report.csv --benchmark attn --compiler xetla --param_cols "Z,H,N_CTX,D_HEAD" --tflops_col XeTLA-TFlops --hbm_col "XeTLA-GB/s" --tag $TAG
-
-      - name: Run Triton FA kernel benchmark - default path
-        if: ${{ steps.install.outcome == 'success' && !cancelled() }}
-        run: |
-          cd benchmarks/triton_kernels_benchmark
-          TRITON_INTEL_ADVANCED_PATH=0 \
-          TRITON_INTEL_ENABLE_ADDRESS_PAYLOAD_OPT=1 \
-          IGC_VISAOptions=" -enableBCR -nolocalra -printregusage -DPASTokenReduction -enableHalfLSC -abiver 2" \
-          IGC_DisableLoopUnroll=1 \
-          python flash_attention_fwd_benchmark.py --reports $REPORTS
-
-          TAG=${{ inputs.tag || 'ci' }}-dflt
-          source ../../scripts/capture-hw-details.sh
-          python ../../scripts/build_report.py $REPORTS/attn-performance.csv $REPORTS/attn-triton-default-report.csv --benchmark attn --compiler triton --param_cols "Z,H,N_CTX,D_HEAD" --tflops_col Triton-TFlops --hbm_col "Triton-GB/s" --tag $TAG
-
       - name: Run Triton FA kernel benchmark - advanced path
         if: ${{ steps.install.outcome == 'success' && !cancelled() }}
         run: |
@@ -195,21 +93,6 @@ jobs:
           source ../../scripts/capture-hw-details.sh
           python ../../scripts/build_report.py $REPORTS/attn-performance.csv $REPORTS/attn-triton-advanced-report.csv --benchmark attn --compiler triton --param_cols "Z,H,N_CTX,D_HEAD" --tflops_col Triton-TFlops --hbm_col "Triton-GB/s" --tag $TAG
 
-      - name: Run Prefix Sums kernel benchmark
-        if: ${{ steps.install.outcome == 'success' && !cancelled() }}
-        run: |
-          cd benchmarks/triton_kernels_benchmark
-          python prefix_sums.py --reports $REPORTS
-          source ../../scripts/capture-hw-details.sh
-          TAG=${{ inputs.tag || 'ci' }}
-          python ../../scripts/build_report.py $REPORTS/prefix-sums.csv $REPORTS/prefix_sums-triton-report.csv --benchmark prefix_sums --compiler triton --param_cols "N" --tflops_col Triton-TFlops --hbm_col "Triton-GB/s" --tag $TAG
-
-      - name: Run micro benchmark
-        if: ${{ steps.install.outcome == 'success' && !cancelled() }}
-        run: |
-          cd benchmarks/micro_benchmarks
-          python run_benchmarks.py --reports $REPORTS
-
       - name: Save pip cache
         if: ${{ steps.pip-cache.outputs.status == 'miss' }}
         uses: ./.github/actions/save