diff --git a/configs/milvus.yaml b/configs/milvus.yaml
index fa3e887ec3..e33c93ee3f 100644
--- a/configs/milvus.yaml
+++ b/configs/milvus.yaml
@@ -312,6 +312,8 @@ queryNode:
     publishInterval: 1000 # Interval for querynode to report node information (milliseconds)
   segcore:
     knowhereThreadPoolNumRatio: 4 # The number of threads in knowhere's thread pool. If disk is enabled, the pool size will multiply with knowhereThreadPoolNumRatio([1, 32]).
+    # used for zilliz-cloud ; please ignore it for open source.
+    knowhereScoreConsistency: false
     chunkRows: 128 # The number of vectors in a chunk.
     interimIndex:
       enableIndex: true # Enable segment build with index to accelerate vector search when segment is in growing or binlog.
diff --git a/internal/core/src/config/ConfigKnowhere.cpp b/internal/core/src/config/ConfigKnowhere.cpp
index 47fa65ad3b..29d0f1134e 100644
--- a/internal/core/src/config/ConfigKnowhere.cpp
+++ b/internal/core/src/config/ConfigKnowhere.cpp
@@ -73,6 +73,11 @@ KnowhereSetSimdType(const char* value) {
     }
 }
 
+void
+EnableKnowhereScoreConsistency() {
+    knowhere::KnowhereConfig::EnablePatchForComputeFP32AsBF16();
+}
+
 void
 KnowhereInitBuildThreadPool(const uint32_t num_threads) {
     knowhere::KnowhereConfig::SetBuildThreadPoolSize(num_threads);
diff --git a/internal/core/src/config/ConfigKnowhere.h b/internal/core/src/config/ConfigKnowhere.h
index d9e8df1fd7..eff8be76f9 100644
--- a/internal/core/src/config/ConfigKnowhere.h
+++ b/internal/core/src/config/ConfigKnowhere.h
@@ -25,6 +25,9 @@ KnowhereInitImpl(const char*);
 std::string
 KnowhereSetSimdType(const char*);
 
+void
+EnableKnowhereScoreConsistency();
+
 void
 KnowhereInitBuildThreadPool(const uint32_t);
 
diff --git a/internal/core/src/segcore/segcore_init_c.cpp b/internal/core/src/segcore/segcore_init_c.cpp
index 8b4a5071b2..060d3e5f32 100644
--- a/internal/core/src/segcore/segcore_init_c.cpp
+++ b/internal/core/src/segcore/segcore_init_c.cpp
@@ -79,6 +79,11 @@ SegcoreSetSimdType(const char* value) {
     return ret;
 }
 
+extern "C" void
+SegcoreEnableKnowhereScoreConsistency() {
+    milvus::config::EnableKnowhereScoreConsistency();
+}
+
 extern "C" void
 SegcoreCloseGlog() {
     std::call_once(close_glog_once, [&]() {
diff --git a/internal/core/src/segcore/segcore_init_c.h b/internal/core/src/segcore/segcore_init_c.h
index 5f6e10ed1a..d617d796a8 100644
--- a/internal/core/src/segcore/segcore_init_c.h
+++ b/internal/core/src/segcore/segcore_init_c.h
@@ -34,6 +34,9 @@ SegcoreSetNprobe(const int64_t);
 char*
 SegcoreSetSimdType(const char*);
 
+void
+SegcoreEnableKnowhereScoreConsistency();
+
 void
 SegcoreSetKnowhereBuildThreadPoolNum(const uint32_t num_threads);
 
diff --git a/internal/core/thirdparty/knowhere/CMakeLists.txt b/internal/core/thirdparty/knowhere/CMakeLists.txt
index dd9bee56e3..28485dfc68 100644
--- a/internal/core/thirdparty/knowhere/CMakeLists.txt
+++ b/internal/core/thirdparty/knowhere/CMakeLists.txt
@@ -12,7 +12,7 @@
 #-------------------------------------------------------------------------------
 
 # Update KNOWHERE_VERSION for the first occurrence
-set( KNOWHERE_VERSION f29da89 )
+set( KNOWHERE_VERSION ee2e166 )
 set( GIT_REPOSITORY  "https://github.com/zilliztech/knowhere.git")
 message(STATUS "Knowhere repo: ${GIT_REPOSITORY}")
 message(STATUS "Knowhere version: ${KNOWHERE_VERSION}")
diff --git a/internal/querynodev2/server.go b/internal/querynodev2/server.go
index 108eb22c1e..1f26770f46 100644
--- a/internal/querynodev2/server.go
+++ b/internal/querynodev2/server.go
@@ -200,6 +200,11 @@ func (node *QueryNode) InitSegcore() error {
 	C.SegcoreSetSimdType(cSimdType)
 	C.free(unsafe.Pointer(cSimdType))
 
+	enableKnowhereScoreConsistency := paramtable.Get().QueryNodeCfg.KnowhereScoreConsistency.GetAsBool()
+	if enableKnowhereScoreConsistency {
+		C.SegcoreEnableKnowhereScoreConsistency()
+	}
+
 	// override segcore index slice size
 	cIndexSliceSize := C.int64_t(paramtable.Get().CommonCfg.IndexSliceSize.GetAsInt64())
 	C.InitIndexSliceSize(cIndexSliceSize)
diff --git a/pkg/util/paramtable/component_param.go b/pkg/util/paramtable/component_param.go
index a6134d1c7e..83d14c9d8f 100644
--- a/pkg/util/paramtable/component_param.go
+++ b/pkg/util/paramtable/component_param.go
@@ -2006,6 +2006,8 @@ type queryNodeConfig struct {
 	InterimIndexMemExpandRate     ParamItem `refreshable:"false"`
 	InterimIndexBuildParallelRate ParamItem `refreshable:"false"`
 
+	KnowhereScoreConsistency ParamItem `refreshable:"false"`
+
 	// memory limit
 	LoadMemoryUsageFactor               ParamItem `refreshable:"true"`
 	OverloadedMemoryThresholdPercentage ParamItem `refreshable:"false"`
@@ -2159,6 +2161,16 @@ func (p *queryNodeConfig) init(base *BaseTable) {
 	}
 	p.EnableTempSegmentIndex.Init(base.mgr)
 
+	p.KnowhereScoreConsistency = ParamItem{
+		Key:          "queryNode.segcore.knowhereScoreConsistency",
+		Version:      "2.3.15",
+		DefaultValue: "false",
+		Doc:          "Enable knowhere strong consistency score computation logic",
+		Export:       true,
+	}
+
+	p.KnowhereScoreConsistency.Init(base.mgr)
+
 	p.InterimIndexNlist = ParamItem{
 		Key:          "queryNode.segcore.interimIndex.nlist",
 		Version:      "2.0.0",
diff --git a/pkg/util/paramtable/component_param_test.go b/pkg/util/paramtable/component_param_test.go
index 2fb6d2de5c..c7aea9fb82 100644
--- a/pkg/util/paramtable/component_param_test.go
+++ b/pkg/util/paramtable/component_param_test.go
@@ -355,6 +355,11 @@ func TestComponentParam(t *testing.T) {
 		enableInterimIndex = Params.EnableTempSegmentIndex.GetAsBool()
 		assert.Equal(t, true, enableInterimIndex)
 
+		assert.Equal(t, false, Params.KnowhereScoreConsistency.GetAsBool())
+		params.Save("queryNode.segcore.knowhereScoreConsistency", "true")
+		assert.Equal(t, true, Params.KnowhereScoreConsistency.GetAsBool())
+		params.Save("queryNode.segcore.knowhereScoreConsistency", "false")
+
 		nlist = Params.InterimIndexNlist.GetAsInt64()
 		assert.Equal(t, int64(128), nlist)