diff --git a/modules/frontend/query_range_sharding.go b/modules/frontend/query_range_sharding.go
index d69bf4d799fb..05a68402d56c 100644
--- a/modules/frontend/query_range_sharding.go
+++ b/modules/frontend/query_range_sharding.go
@@ -217,15 +217,18 @@ func (s queryRangeSharder) RoundTrip(r *http.Request) (*http.Response, error) {
 	res.Metrics.TotalBlockBytes = uint64(totalBlockBytes)
 
 	reqTime := time.Since(now)
-	throughput := float64(res.Metrics.InspectedBytes) / reqTime.Seconds()
+	throughput := math.Round(float64(res.Metrics.InspectedBytes) / reqTime.Seconds())
+	spanThroughput := math.Round(float64(res.Metrics.InspectedSpans) / reqTime.Seconds())
 
 	span.SetTag("totalBlocks", res.Metrics.TotalBlocks)
 	span.SetTag("inspectedBytes", res.Metrics.InspectedBytes)
 	span.SetTag("inspectedTraces", res.Metrics.InspectedTraces)
+	span.SetTag("inspectedSpans", res.Metrics.InspectedSpans)
 	span.SetTag("totalBlockBytes", res.Metrics.TotalBlockBytes)
 	span.SetTag("totalJobs", res.Metrics.TotalJobs)
 	span.SetTag("finishedJobs", res.Metrics.CompletedJobs)
 	span.SetTag("requestThroughput", throughput)
+	span.SetTag("spanThroughput", spanThroughput)
 
 	if jErr := jobErr.Load(); jErr != nil {
 		return s.respErrHandler(isProm, jErr)
diff --git a/modules/querier/http.go b/modules/querier/http.go
index 9efcd063c61c..057bacc97bc6 100644
--- a/modules/querier/http.go
+++ b/modules/querier/http.go
@@ -456,6 +456,11 @@ func (q *Querier) QueryRangeHandler(w http.ResponseWriter, r *http.Request) {
 		errHandler(ctx, span, err)
 		return
 	}
+
+	if resp != nil && resp.Metrics != nil {
+		span.SetTag("inspectedBytes", resp.Metrics.InspectedBytes)
+		span.SetTag("inspectedSpans", resp.Metrics.InspectedSpans)
+	}
 }
 
 func handleError(w http.ResponseWriter, err error) {
diff --git a/modules/querier/querier_query_range.go b/modules/querier/querier_query_range.go
index 81e2092ebecf..2e22053a4a9e 100644
--- a/modules/querier/querier_query_range.go
+++ b/modules/querier/querier_query_range.go
@@ -64,11 +64,6 @@ func (q *Querier) queryBackend(ctx context.Context, req *tempopb.QueryRangeReque
 		return nil, err
 	}
 
-	eval, err := traceql.NewEngine().CompileMetricsQueryRange(req, true)
-	if err != nil {
-		return nil, err
-	}
-
 	// Get blocks that overlap this time range
 	metas := q.store.BlockMetas(tenantID)
 	withinTimeRange := metas[:0]
@@ -78,6 +73,19 @@ func (q *Querier) queryBackend(ctx context.Context, req *tempopb.QueryRangeReque
 		}
 	}
 
+	if len(withinTimeRange) == 0 {
+		return nil, nil
+	}
+
+	// Optimization
+	// If there's only 1 block then dedupe not needed.
+	dedupe := len(withinTimeRange) > 1
+
+	eval, err := traceql.NewEngine().CompileMetricsQueryRange(req, dedupe)
+	if err != nil {
+		return nil, err
+	}
+
 	wg := boundedwaitgroup.New(2)
 	jobErr := atomic.Error{}
 
@@ -119,7 +127,15 @@ func (q *Querier) queryBackend(ctx context.Context, req *tempopb.QueryRangeReque
 		return nil, err
 	}
 
-	return &tempopb.QueryRangeResponse{Series: queryRangeTraceQLToProto(res, req)}, nil
+	inspectedBytes, spansTotal, _ := eval.Metrics()
+
+	return &tempopb.QueryRangeResponse{
+		Series: queryRangeTraceQLToProto(res, req),
+		Metrics: &tempopb.SearchMetrics{
+			InspectedBytes: inspectedBytes,
+			InspectedSpans: spansTotal,
+		},
+	}, nil
 }
 
 func queryRangeTraceQLToProto(set traceql.SeriesSet, req *tempopb.QueryRangeRequest) []*tempopb.TimeSeries {
diff --git a/pkg/tempopb/tempo.pb.go b/pkg/tempopb/tempo.pb.go
index 31248579f858..b21a2c7ae97a 100644
--- a/pkg/tempopb/tempo.pb.go
+++ b/pkg/tempopb/tempo.pb.go
@@ -850,6 +850,7 @@ type SearchMetrics struct {
 	CompletedJobs   uint32 `protobuf:"varint,4,opt,name=completedJobs,proto3" json:"completedJobs,omitempty"`
 	TotalJobs       uint32 `protobuf:"varint,5,opt,name=totalJobs,proto3" json:"totalJobs,omitempty"`
 	TotalBlockBytes uint64 `protobuf:"varint,6,opt,name=totalBlockBytes,proto3" json:"totalBlockBytes,omitempty"`
+	InspectedSpans  uint64 `protobuf:"varint,7,opt,name=inspectedSpans,proto3" json:"inspectedSpans,omitempty"`
 }
 
 func (m *SearchMetrics) Reset()         { *m = SearchMetrics{} }
@@ -927,6 +928,13 @@ func (m *SearchMetrics) GetTotalBlockBytes() uint64 {
 	return 0
 }
 
+func (m *SearchMetrics) GetInspectedSpans() uint64 {
+	if m != nil {
+		return m.InspectedSpans
+	}
+	return 0
+}
+
 type SearchTagsRequest struct {
 	Scope string `protobuf:"bytes,1,opt,name=scope,proto3" json:"scope,omitempty"`
 	Start uint32 `protobuf:"varint,3,opt,name=start,proto3" json:"start,omitempty"`
@@ -2990,162 +2998,163 @@ func init() {
 func init() { proto.RegisterFile("pkg/tempopb/tempo.proto", fileDescriptor_f22805646f4f62b6) }
 
 var fileDescriptor_f22805646f4f62b6 = []byte{
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+	0x79, 0xfe, 0xe7, 0x07, 0x66, 0xbb, 0xf2, 0xd9, 0x93, 0x15, 0xeb, 0x8b, 0x27, 0x2b, 0xd6, 0x3f,
+	0x9e, 0xac, 0x58, 0xbf, 0x7d, 0xba, 0x32, 0xf5, 0xc5, 0xd3, 0x95, 0xa9, 0x2f, 0x9f, 0xae, 0x4c,
+	0x35, 0xf3, 0xf4, 0x7f, 0xf1, 0x1b, 0xff, 0x0a, 0x00, 0x00, 0xff, 0xff, 0x4e, 0xb9, 0xe0, 0x30,
+	0xb0, 0x1e, 0x00, 0x00,
 }
 
 // Reference imports to suppress errors if they are not otherwise used.
@@ -4520,6 +4529,11 @@ func (m *SearchMetrics) MarshalToSizedBuffer(dAtA []byte) (int, error) {
 	_ = i
 	var l int
 	_ = l
+	if m.InspectedSpans != 0 {
+		i = encodeVarintTempo(dAtA, i, uint64(m.InspectedSpans))
+		i--
+		dAtA[i] = 0x38
+	}
 	if m.TotalBlockBytes != 0 {
 		i = encodeVarintTempo(dAtA, i, uint64(m.TotalBlockBytes))
 		i--
@@ -6434,6 +6448,9 @@ func (m *SearchMetrics) Size() (n int) {
 	if m.TotalBlockBytes != 0 {
 		n += 1 + sovTempo(uint64(m.TotalBlockBytes))
 	}
+	if m.InspectedSpans != 0 {
+		n += 1 + sovTempo(uint64(m.InspectedSpans))
+	}
 	return n
 }
 
@@ -9156,6 +9173,25 @@ func (m *SearchMetrics) Unmarshal(dAtA []byte) error {
 					break
 				}
 			}
+		case 7:
+			if wireType != 0 {
+				return fmt.Errorf("proto: wrong wireType = %d for field InspectedSpans", wireType)
+			}
+			m.InspectedSpans = 0
+			for shift := uint(0); ; shift += 7 {
+				if shift >= 64 {
+					return ErrIntOverflowTempo
+				}
+				if iNdEx >= l {
+					return io.ErrUnexpectedEOF
+				}
+				b := dAtA[iNdEx]
+				iNdEx++
+				m.InspectedSpans |= uint64(b&0x7F) << shift
+				if b < 0x80 {
+					break
+				}
+			}
 		default:
 			iNdEx = preIndex
 			skippy, err := skipTempo(dAtA[iNdEx:])
diff --git a/pkg/tempopb/tempo.proto b/pkg/tempopb/tempo.proto
index 9ad9ca8e822c..10c2bc4f4592 100644
--- a/pkg/tempopb/tempo.proto
+++ b/pkg/tempopb/tempo.proto
@@ -136,6 +136,7 @@ message SearchMetrics {
   uint32 completedJobs = 4;
   uint32 totalJobs = 5;
   uint64 totalBlockBytes = 6;
+  uint64 inspectedSpans = 7;
 }
 
 message SearchTagsRequest {
diff --git a/pkg/traceql/combine.go b/pkg/traceql/combine.go
index 7b2effb5b551..56867d23d08a 100644
--- a/pkg/traceql/combine.go
+++ b/pkg/traceql/combine.go
@@ -154,6 +154,8 @@ func (q *QueryRangeCombiner) Combine(resp *tempopb.QueryRangeResponse) {
 		q.metrics.TotalBlocks += resp.Metrics.TotalBlocks
 		q.metrics.TotalBlockBytes += resp.Metrics.TotalBlockBytes
 		q.metrics.InspectedBytes += resp.Metrics.InspectedBytes
+		q.metrics.InspectedTraces += resp.Metrics.InspectedTraces
+		q.metrics.InspectedSpans += resp.Metrics.InspectedSpans
 	}
 }
 
diff --git a/pkg/traceql/engine_metrics.go b/pkg/traceql/engine_metrics.go
index 79699404ba7f..aa094c78a813 100644
--- a/pkg/traceql/engine_metrics.go
+++ b/pkg/traceql/engine_metrics.go
@@ -365,32 +365,32 @@ func (e *Engine) CompileMetricsQueryRange(req *tempopb.QueryRangeRequest, dedupe
 		dedupeSpans:     dedupeSpans,
 	}
 
-	// TraceID (not always required)
-	if req.ShardCount > 1 || dedupeSpans {
+	// TraceID (optional)
+	if req.ShardCount > 1 {
 		// For sharding it must be in the first pass so that we only evalulate our traces.
 		storageReq.ShardID = req.ShardID
 		storageReq.ShardCount = req.ShardCount
-		traceID := NewIntrinsic(IntrinsicTraceID)
-		if !storageReq.HasAttribute(traceID) {
-			storageReq.Conditions = append(storageReq.Conditions, Condition{Attribute: traceID})
+		if !storageReq.HasAttribute(IntrinsicTraceIDAttribute) {
+			storageReq.Conditions = append(storageReq.Conditions, Condition{Attribute: IntrinsicTraceIDAttribute})
 		}
 	}
 
-	// Span start time (always required)
-	startTime := NewIntrinsic(IntrinsicSpanStartTime)
-	if !storageReq.HasAttribute(startTime) {
-		if storageReq.AllConditions {
-			// The most efficient case.  We can add it to the primary pass
-			// without affecting correctness. And this lets us avoid the
-			// entire second pass.
-			storageReq.Conditions = append(storageReq.Conditions, Condition{Attribute: startTime})
-		} else {
-			// Complex query with a second pass. In this case it is better to
-			// add it to the second pass so that it's only returned for the matches.
-			storageReq.SecondPassConditions = append(storageReq.SecondPassConditions, Condition{Attribute: startTime})
+	if dedupeSpans {
+		// For dedupe we only need the trace ID on matching spans, so it can go in the second pass.
+		// This is a no-op if we are already sharding and it's in the first pass.
+		// Finally, this is often optimized back to the first pass when it lets us avoid a second pass altogether.
+		if !storageReq.HasAttribute(IntrinsicTraceIDAttribute) {
+			storageReq.SecondPassConditions = append(storageReq.SecondPassConditions, Condition{Attribute: IntrinsicTraceIDAttribute})
 		}
 	}
 
+	// Span start time (always required)
+	if !storageReq.HasAttribute(IntrinsicSpanStartTimeAttribute) {
+		// Technically we only need the start time of matching spans, so we add it to the second pass.
+		// However this is often optimized back to the first pass when it lets us avoid a second pass altogether.
+		storageReq.SecondPassConditions = append(storageReq.SecondPassConditions, Condition{Attribute: IntrinsicSpanStartTimeAttribute})
+	}
+
 	// Timestamp filtering
 	// (1) Include any overlapping trace
 	//     It can be faster to skip the trace-level timestamp check
@@ -399,6 +399,11 @@ func (e *Engine) CompileMetricsQueryRange(req *tempopb.QueryRangeRequest, dedupe
 	// (2) Only include spans that started in this time frame.
 	//     This is checked outside the fetch layer in the evaluator. Timestamp
 	//     is only checked on the spans that are the final results.
+	// TODO - I think there are cases where we can push this down.
+	// Queries like {status=error} | rate() don't assert inter-span conditions
+	// and we could filter on span start time without affecting correctness.
+	// Queries where we can't are like:  {A} >> {B} | rate() because only require
+	// that {B} occurs within our time range but {A} is allowed to occur any time.
 	me.checkTime = true
 	me.start = req.Start
 	me.end = req.End
@@ -422,7 +427,10 @@ func (e *Engine) CompileMetricsQueryRange(req *tempopb.QueryRangeRequest, dedupe
 
 // optimize numerous things within the request that is specific to metrics.
 func optimize(req *FetchSpansRequest) {
-	// Special optimization for queries like {} | rate() by (rootName)
+	// Special optimization for queries like:
+	//  {} | rate()
+	//  {} | rate() by (rootName)
+	//  {} | rate() by (resource.service.name)
 	// When the second pass consists only of intrinsics, then it's possible to
 	// move them to the first pass and increase performance. It avoids the second pass/bridge
 	// layer and doesn't alter the correctness of the query.
diff --git a/pkg/traceql/engine_metrics_test.go b/pkg/traceql/engine_metrics_test.go
index bda614d1dc6e..b2360d6850d9 100644
--- a/pkg/traceql/engine_metrics_test.go
+++ b/pkg/traceql/engine_metrics_test.go
@@ -189,7 +189,7 @@ func TestCompileMetricsQueryRangeFetchSpansRequest(t *testing.T) {
 				Conditions: []Condition{
 					{
 						// In this case start time is in the first pass
-						Attribute: NewIntrinsic(IntrinsicSpanStartTime),
+						Attribute: IntrinsicSpanStartTimeAttribute,
 					},
 				},
 			},
@@ -201,10 +201,10 @@ func TestCompileMetricsQueryRangeFetchSpansRequest(t *testing.T) {
 				AllConditions: true,
 				Conditions: []Condition{
 					{
-						Attribute: NewIntrinsic(IntrinsicSpanStartTime),
+						Attribute: IntrinsicSpanStartTimeAttribute,
 					},
 					{
-						Attribute: NewIntrinsic(IntrinsicTraceID), // Required for dedupe
+						Attribute: IntrinsicTraceIDAttribute, // Required for dedupe
 					},
 				},
 			},
@@ -219,15 +219,12 @@ func TestCompileMetricsQueryRangeFetchSpansRequest(t *testing.T) {
 				ShardCount:    456,
 				Conditions: []Condition{
 					{
-						Attribute: NewIntrinsic(IntrinsicDuration),
+						Attribute: IntrinsicDurationAttribute,
 						Op:        OpGreater,
 						Operands:  Operands{NewStaticDuration(10 * time.Second)},
 					},
 					{
-						Attribute: NewIntrinsic(IntrinsicTraceID), // Required for sharding
-					},
-					{
-						Attribute: NewIntrinsic(IntrinsicSpanStartTime),
+						Attribute: IntrinsicTraceIDAttribute, // Required for sharding
 					},
 				},
 				SecondPassConditions: []Condition{
@@ -235,6 +232,10 @@ func TestCompileMetricsQueryRangeFetchSpansRequest(t *testing.T) {
 						// Group-by attributes (non-intrinsic) must be in the second pass
 						Attribute: NewScopedAttribute(AttributeScopeResource, false, "cluster"),
 					},
+					{
+						// Since there is already a second pass then span start time isn't optimized to the first pass.
+						Attribute: IntrinsicSpanStartTimeAttribute,
+					},
 				},
 			},
 		},
@@ -248,24 +249,24 @@ func TestCompileMetricsQueryRangeFetchSpansRequest(t *testing.T) {
 				ShardCount:    456,
 				Conditions: []Condition{
 					{
-						Attribute: NewIntrinsic(IntrinsicDuration),
+						Attribute: IntrinsicDurationAttribute,
 						Op:        OpGreater,
 						Operands:  Operands{NewStaticDuration(10 * time.Second)},
 					},
 					{
-						Attribute: NewIntrinsic(IntrinsicTraceID), // Required for sharding
-					},
-					{
-						Attribute: NewIntrinsic(IntrinsicSpanStartTime),
+						Attribute: IntrinsicTraceIDAttribute, // Required for sharding
 					},
 					{
 						// Intrinsic moved to first pass
-						Attribute: NewIntrinsic(IntrinsicName),
+						Attribute: IntrinsicNameAttribute,
 					},
 					{
 						// Resource service name is treated as an intrinsic and moved to the first pass
 						Attribute: NewScopedAttribute(AttributeScopeResource, false, "service.name"),
 					},
+					{
+						Attribute: IntrinsicSpanStartTimeAttribute,
+					},
 				},
 			},
 		},
diff --git a/pkg/traceql/enum_attributes.go b/pkg/traceql/enum_attributes.go
index e68d9d550da3..dbbcfac3f7a0 100644
--- a/pkg/traceql/enum_attributes.go
+++ b/pkg/traceql/enum_attributes.go
@@ -86,9 +86,11 @@ var (
 	IntrinsicStatusMessageAttribute    = NewIntrinsic(IntrinsicStatusMessage)
 	IntrinsicKindAttribute             = NewIntrinsic(IntrinsicKind)
 	IntrinsicChildCountAttribute       = NewIntrinsic(IntrinsicChildCount)
+	IntrinsicTraceIDAttribute          = NewIntrinsic(IntrinsicTraceID)
 	IntrinsicTraceRootServiceAttribute = NewIntrinsic(IntrinsicTraceRootService)
 	IntrinsicTraceRootSpanAttribute    = NewIntrinsic(IntrinsicTraceRootSpan)
 	IntrinsicTraceDurationAttribute    = NewIntrinsic(IntrinsicTraceDuration)
+	IntrinsicSpanStartTimeAttribute    = NewIntrinsic(IntrinsicSpanStartTime)
 )
 
 func (i Intrinsic) String() string {