diff --git a/backend/modules/observability/domain/metric/service/metric.go b/backend/modules/observability/domain/metric/service/metric.go
index 1c215f07e..1b854be51 100644
--- a/backend/modules/observability/domain/metric/service/metric.go
+++ b/backend/modules/observability/domain/metric/service/metric.go
@@ -27,6 +27,7 @@ import (
 	"github.com/coze-dev/coze-loop/backend/pkg/lang/goroutine"
 	"github.com/coze-dev/coze-loop/backend/pkg/lang/ptr"
 	"github.com/coze-dev/coze-loop/backend/pkg/logs"
+	timeutil "github.com/coze-dev/coze-loop/backend/pkg/time"
 	"github.com/samber/lo"
 	"golang.org/x/sync/errgroup"
 )
@@ -43,6 +44,7 @@ type QueryMetricsReq struct {
 	StartTime       int64
 	EndTime         int64
 	GroupBySpaceID  bool
+	Source          span_filter.SourceType
 }
 
 type QueryMetricsResp struct {
@@ -256,6 +258,11 @@ func (m *MetricsService) QueryMetrics(ctx context.Context, req *QueryMetricsReq)
 	if val != nil && val.DisableQuery {
 		return &QueryMetricsResp{}, nil
 	}
+	if req.FilterFields != nil {
+		if err := req.FilterFields.Traverse(processSpecificFilter); err != nil {
+			return nil, errorx.WrapByCode(err, obErrorx.CommercialCommonInvalidParamCodeCode)
+		}
+	}
 	for _, metricName := range req.MetricsNames {
 		mVal, ok := m.metricDefMap[metricName]
 		if !ok {
@@ -405,9 +412,12 @@ func (m *MetricsService) buildOnlineMetricQuery(ctx context.Context, req *QueryM
 		EndAt:       req.EndTime,
 	}
 	mBuilder := &metricQueryBuilder{
-		metricNames:   req.MetricsNames,
-		filter:        filter,
-		spanEnv:       &span_filter.SpanEnv{WorkspaceID: req.WorkspaceID},
+		metricNames: req.MetricsNames,
+		filter:      filter,
+		spanEnv: &span_filter.SpanEnv{
+			WorkspaceID: req.WorkspaceID,
+			Source:      req.Source,
+		},
 		requestFilter: req.FilterFields,
 		granularity:   req.Granularity,
 	}
@@ -872,3 +882,72 @@ func getDaysBeforeTimeStamp(days int) int64 {
 	daysBefore := time.Date(now.Year(), now.Month(), now.Day()-days, 0, 0, 0, 0, now.Location())
 	return daysBefore.UnixMilli()
 }
+
+// TODO: 合并，有三个地方实现一样...
+func processSpecificFilter(f *loop_span.FilterField) error {
+	switch f.FieldName {
+	case loop_span.SpanFieldStatus:
+		if err := processStatusFilter(f); err != nil {
+			return err
+		}
+	case loop_span.SpanFieldDuration,
+		loop_span.SpanFieldLatencyFirstResp,
+		loop_span.SpanFieldStartTimeFirstResp,
+		loop_span.SpanFieldStartTimeFirstTokenResp,
+		loop_span.SpanFieldLatencyFirstTokenResp,
+		loop_span.SpanFieldReasoningDuration:
+		if err := processLatencyFilter(f); err != nil {
+			return err
+		}
+	}
+	return nil
+}
+
+func processStatusFilter(f *loop_span.FilterField) error {
+	if f.QueryType == nil || *f.QueryType != loop_span.QueryTypeEnumIn {
+		return fmt.Errorf("status filter should use in operator")
+	}
+	f.FieldName = loop_span.SpanFieldStatusCode
+	f.FieldType = loop_span.FieldTypeLong
+	checkSuccess, checkError := false, false
+	for _, val := range f.Values {
+		switch val {
+		case loop_span.SpanStatusSuccess:
+			checkSuccess = true
+		case loop_span.SpanStatusError:
+			checkError = true
+		default:
+			return fmt.Errorf("invalid status code field value")
+		}
+	}
+	if checkSuccess && checkError {
+		f.QueryType = ptr.Of(loop_span.QueryTypeEnumAlwaysTrue)
+		f.Values = nil
+	} else if checkSuccess {
+		f.Values = []string{"0"}
+	} else if checkError {
+		f.QueryType = ptr.Of(loop_span.QueryTypeEnumNotIn)
+		f.Values = []string{"0"}
+	} else {
+		return fmt.Errorf("invalid status code query")
+	}
+	return nil
+}
+
+// ms -> us
+func processLatencyFilter(f *loop_span.FilterField) error {
+	if f.FieldType != loop_span.FieldTypeLong {
+		return fmt.Errorf("latency field type should be long ")
+	}
+	micros := make([]string, 0)
+	for _, val := range f.Values {
+		integer, err := strconv.ParseInt(val, 10, 64)
+		if err != nil {
+			return fmt.Errorf("fail to parse long value %s, %v", val, err)
+		}
+		integer = timeutil.MillSec2MicroSec(integer)
+		micros = append(micros, strconv.FormatInt(integer, 10))
+	}
+	f.Values = micros
+	return nil
+}
diff --git a/backend/modules/observability/domain/trace/service/trace_service.go b/backend/modules/observability/domain/trace/service/trace_service.go
index 860220fa4..6fffbb59b 100644
--- a/backend/modules/observability/domain/trace/service/trace_service.go
+++ b/backend/modules/observability/domain/trace/service/trace_service.go
@@ -53,6 +53,7 @@ type ListSpansReq struct {
 	PageToken             string
 	PlatformType          loop_span.PlatformType
 	SpanListType          loop_span.SpanListType
+	Source                span_filter.SourceType
 }
 
 type ListSpansResp struct {
@@ -1507,6 +1508,7 @@ func (r *TraceServiceImpl) buildBuiltinFilters(ctx context.Context, f span_filte
 	env := &span_filter.SpanEnv{
 		WorkspaceID:           req.WorkspaceID,
 		ThirdPartyWorkspaceID: req.ThirdPartyWorkspaceID,
+		Source:                req.Source,
 	}
 	basicFilter, forceQuery, err := f.BuildBasicSpanFilter(ctx, env)
 	if err != nil {