diff --git a/tools/test_ci_model_benchmark.sh b/tools/test_ci_model_benchmark.sh
new file mode 100644
index 0000000000000000000000000000000000000000..ae2d4458efdb1dad9a6aa66e17c759d16cb0d100
--- /dev/null
+++ b/tools/test_ci_model_benchmark.sh
@@ -0,0 +1,99 @@
+#!/bin/bash
+
+# Copyright (c) 2020 PaddlePaddle Authors. All Rights Reserved.
+# 
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+# 
+#     http://www.apache.org/licenses/LICENSE-2.0
+# 
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+
+function check_whl {
+    bash -x paddle/scripts/paddle_build.sh build
+    [ $? -ne 0 ] && echo "build paddle failed." && exit 1
+    pip uninstall -y paddlepaddle_gpu
+    pip install build/python/dist/*.whl
+    mkdir build/pr_whl && cp build/python/dist/*.whl build/pr_whl
+    [ $? -ne 0 ] && echo "install paddle failed." && exit 1
+
+    mkdir -p /tmp/pr && mkdir -p /tmp/develop
+    unzip -q build/python/dist/*.whl -d /tmp/pr
+    rm -f build/python/dist/*.whl && rm -f build/python/build/.timestamp
+
+    git checkout .
+    git checkout -b develop_base_pr upstream/$BRANCH
+    bash -x paddle/scripts/paddle_build.sh build
+    [ $? -ne 0 ] && echo "install paddle failed." && exit 1
+    cd build
+    unzip -q python/dist/*.whl -d /tmp/develop
+
+    sed -i '/version.py/d' /tmp/pr/*/RECORD
+    sed -i '/version.py/d' /tmp/develop/*/RECORD
+    diff_whl=`diff /tmp/pr/*/RECORD /tmp/develop/*/RECORD|wc -l`
+    if [ ${diff_whl} -eq 0 ];then
+        echo "paddle whl does not diff in PR-CI-Model-benchmark, so skip this ci"
+        echo "ipipe_log_param_isSkipTest_model_benchmark: 1" 
+        exit 0
+    else
+        echo "ipipe_log_param_isSkipTest_model_benchmark: 0"
+    fi
+}
+
+function compile_install_paddle {
+    export CUDA_ARCH_NAME=Auto
+    export PY_VERSION=3.7
+    export WITH_DISTRIBUTE=OFF
+    export WITH_GPU=ON
+    export WITH_TENSORRT=OFF
+    export WITH_TESTING=OFF
+    export WITH_UNITY_BUILD=ON
+    check_whl
+    cd /workspace/Paddle
+    git clone --recurse-submodules=PaddleClas --recurse-submodules=PaddleNLP https://github.com/paddlepaddle/benchmark.git
+}
+
+function prepare_data {
+    cd ${cache_dir}
+    if [ -d "benchmark_data" ];then 
+        echo -e "benchmark_data exist!"
+    else
+        mkdir benchmark_data && cd benchmark_data
+        mkdir dataset && cd dataset
+        wget --no-proxy -q https://paddle-qa.bj.bcebos.com/benchmark_data/Bert.zip 
+        unzip Bert.zip
+        wget --no-proxy -q https://paddle-qa.bj.bcebos.com/benchmark_data/imagenet100_data.zip
+        unzip imagenet100_data.zip
+    fi
+}
+
+function run_model_benchmark {
+    cd /workspace/Paddle
+    pip install build/pr_whl/*.whl
+    cd ${cache_dir}/benchmark_data
+    export data_path=${cache_dir}/benchmark_data/dataset
+    export BENCHMARK_ROOT=/workspace/Paddle/benchmark
+    cd ${BENCHMARK_ROOT}/scripts/benchmark_ci
+    bash model_ci.sh
+}
+
+case $1 in
+  whl_check)
+    compile_install_paddle
+  ;;
+  run_benchmark)
+    prepare_data
+    run_model_benchmark
+  ;;
+  *)
+    compile_install_paddle
+    prepare_data
+    run_model_benchmark
+  ;;
+esac