diff --git a/render/benchmark_test.go b/render/benchmark_test.go
index baad3f498..eb3516e44 100644
--- a/render/benchmark_test.go
+++ b/render/benchmark_test.go
@@ -87,11 +87,11 @@ func loadReport() (report.Report, error) {
 		return fixture.Report, nil
 	}
 
-	var rpt report.Report
 	b, err := ioutil.ReadFile(*benchReportFile)
 	if err != nil {
 		return rpt, err
 	}
+	rpt := report.MakeReport()
 	err = json.Unmarshal(b, &rpt)
 	return rpt, err
 }
diff --git a/render/filters.go b/render/filters.go
index 205306764..9feda297d 100644
--- a/render/filters.go
+++ b/render/filters.go
@@ -60,17 +60,22 @@ type Filter struct {
 	FilterFunc func(RenderableNode) bool
 }
 
+// MakeFilter makes a new Filter.
+func MakeFilter(f func(RenderableNode) bool, r Renderer) Renderer {
+	return &Filter{r, f}
+}
+
 // Render implements Renderer
-func (f Filter) Render(rpt report.Report) RenderableNodes {
+func (f *Filter) Render(rpt report.Report) RenderableNodes {
 	nodes, _ := f.render(rpt)
 	return nodes
 }
 
-func (f Filter) render(rpt report.Report) (RenderableNodes, int) {
+func (f *Filter) render(rpt report.Report) (RenderableNodes, int) {
 	output := RenderableNodes{}
 	inDegrees := map[string]int{}
 	filtered := 0
-	for id, node := range f.Renderer.Render(rpt) {
+	for id, node := range memoisedRender(f.Renderer, rpt) {
 		if f.FilterFunc(node) {
 			output[id] = node
 			inDegrees[id] = 0
@@ -122,24 +127,24 @@ const IsConnected = "is_connected"
 // FilterPseudo produces a renderer that removes pseudo nodes from the given
 // renderer
 func FilterPseudo(r Renderer) Renderer {
-	return Filter{
-		Renderer: r,
-		FilterFunc: func(node RenderableNode) bool {
+	return MakeFilter(
+		func(node RenderableNode) bool {
 			return !node.Pseudo
 		},
-	}
+		r,
+	)
 }
 
 // FilterUnconnected produces a renderer that filters unconnected nodes
 // from the given renderer
 func FilterUnconnected(r Renderer) Renderer {
-	return Filter{
-		Renderer: ColorConnected(r),
-		FilterFunc: func(node RenderableNode) bool {
+	return MakeFilter(
+		func(node RenderableNode) bool {
 			_, ok := node.Latest.Lookup(IsConnected)
 			return ok
 		},
-	}
+		ColorConnected(r),
+	)
 }
 
 // FilterNoop does nothing.
@@ -149,20 +154,19 @@ func FilterNoop(in Renderer) Renderer {
 
 // FilterStopped filters out stopped containers.
 func FilterStopped(r Renderer) Renderer {
-	return Filter{
-		Renderer: r,
-		FilterFunc: func(node RenderableNode) bool {
+	return MakeFilter(
+		func(node RenderableNode) bool {
 			containerState, ok := node.Latest.Lookup(docker.ContainerState)
 			return !ok || containerState != docker.StateStopped
 		},
-	}
+		r,
+	)
 }
 
 // FilterSystem is a Renderer which filters out system nodes.
 func FilterSystem(r Renderer) Renderer {
-	return Filter{
-		Renderer: r,
-		FilterFunc: func(node RenderableNode) bool {
+	return MakeFilter(
+		func(node RenderableNode) bool {
 			containerName, _ := node.Latest.Lookup(docker.ContainerName)
 			if _, ok := systemContainerNames[containerName]; ok {
 				return false
@@ -186,7 +190,8 @@ func FilterSystem(r Renderer) Renderer {
 			}
 			return true
 		},
-	}
+		r,
+	)
 }
 
 var systemContainerNames = map[string]struct{}{
diff --git a/render/render.go b/render/render.go
index 5cb96ee19..a8d9a6f6e 100644
--- a/render/render.go
+++ b/render/render.go
@@ -1,9 +1,35 @@
 package render
 
 import (
+	"fmt"
+	"reflect"
+
+	"github.com/bluele/gcache"
+
 	"github.com/weaveworks/scope/report"
 )
 
+var renderCache = gcache.New(100).LRU().Build()
+
+func memoisedRender(r Renderer, rpt report.Report) RenderableNodes {
+	key := ""
+	v := reflect.ValueOf(r)
+	switch v.Kind() {
+	case reflect.Ptr, reflect.Func:
+		key = fmt.Sprintf("%s-%x", rpt.ID, v.Pointer())
+	default:
+		return r.Render(rpt)
+	}
+	if result, err := renderCache.Get(key); err == nil {
+		//fmt.Println("Hit", key)
+		return result.(RenderableNodes)
+	}
+	//fmt.Println("Miss", key)
+	output := r.Render(rpt)
+	renderCache.Set(key, output)
+	return output
+}
+
 // Renderer is something that can render a report to a set of RenderableNodes.
 type Renderer interface {
 	Render(report.Report) RenderableNodes
@@ -27,22 +53,23 @@ type Reduce []Renderer
 
 // MakeReduce is the only sane way to produce a Reduce Renderer.
 func MakeReduce(renderers ...Renderer) Renderer {
-	return Reduce(renderers)
+	r := Reduce(renderers)
+	return &r
 }
 
 // Render produces a set of RenderableNodes given a Report.
-func (r Reduce) Render(rpt report.Report) RenderableNodes {
+func (r *Reduce) Render(rpt report.Report) RenderableNodes {
 	result := RenderableNodes{}
-	for _, renderer := range r {
-		result = result.Merge(renderer.Render(rpt))
+	for _, renderer := range *r {
+		result = result.Merge(memoisedRender(renderer, rpt))
 	}
 	return result
 }
 
 // Stats implements Renderer
-func (r Reduce) Stats(rpt report.Report) Stats {
+func (r *Reduce) Stats(rpt report.Report) Stats {
 	var result Stats
-	for _, renderer := range r {
+	for _, renderer := range *r {
 		result = result.merge(renderer.Stats(rpt))
 	}
 	return result
@@ -55,24 +82,29 @@ type Map struct {
 	Renderer
 }
 
+// MakeMap makes a new Map
+func MakeMap(f MapFunc, r Renderer) Renderer {
+	return &Map{f, r}
+}
+
 // Render transforms a set of RenderableNodes produces by another Renderer.
 // using a map function
-func (m Map) Render(rpt report.Report) RenderableNodes {
+func (m *Map) Render(rpt report.Report) RenderableNodes {
 	output, _ := m.render(rpt)
 	return output
 }
 
 // Stats implements Renderer
-func (m Map) Stats(rpt report.Report) Stats {
+func (m *Map) Stats(rpt report.Report) Stats {
 	// There doesn't seem to be an instance where we want stats to recurse
 	// through Maps - for instance we don't want to see the number of filtered
 	// processes in the container renderer.
 	return Stats{}
 }
 
-func (m Map) render(rpt report.Report) (RenderableNodes, map[string]report.IDList) {
+func (m *Map) render(rpt report.Report) (RenderableNodes, map[string]report.IDList) {
 	var (
-		input         = m.Renderer.Render(rpt)
+		input         = memoisedRender(m.Renderer, rpt)
 		output        = RenderableNodes{}
 		mapped        = map[string]report.IDList{} // input node ID -> output node IDs
 		adjacencies   = map[string]report.IDList{} // output node ID -> input node Adjacencies
diff --git a/render/topologies.go b/render/topologies.go
index 92c87029d..fd0673698 100644
--- a/render/topologies.go
+++ b/render/topologies.go
@@ -9,22 +9,22 @@ import (
 )
 
 // EndpointRenderer is a Renderer which produces a renderable endpoint graph.
-var EndpointRenderer = Map{
-	MapFunc:  MapEndpointIdentity,
-	Renderer: SelectEndpoint,
-}
+var EndpointRenderer = MakeMap(
+	MapEndpointIdentity,
+	SelectEndpoint,
+)
 
 // ProcessRenderer is a Renderer which produces a renderable process
 // graph by merging the endpoint graph and the process topology.
 var ProcessRenderer = MakeReduce(
-	Map{
-		MapFunc:  MapEndpoint2Process,
-		Renderer: EndpointRenderer,
-	},
-	Map{
-		MapFunc:  MapProcessIdentity,
-		Renderer: SelectProcess,
-	},
+	MakeMap(
+		MapEndpoint2Process,
+		EndpointRenderer,
+	),
+	MakeMap(
+		MapProcessIdentity,
+		SelectProcess,
+	),
 )
 
 // processWithContainerNameRenderer is a Renderer which produces a process
@@ -35,10 +35,10 @@ type processWithContainerNameRenderer struct {
 
 func (r processWithContainerNameRenderer) Render(rpt report.Report) RenderableNodes {
 	processes := r.Renderer.Render(rpt)
-	containers := Map{
-		MapFunc:  MapContainerIdentity,
-		Renderer: SelectContainer,
-	}.Render(rpt)
+	containers := MakeMap(
+		MapContainerIdentity,
+		SelectContainer,
+	).Render(rpt)
 
 	for id, p := range processes {
 		pid, ok := p.Node.Latest.Lookup(process.PID)
@@ -66,13 +66,13 @@ var ProcessWithContainerNameRenderer = processWithContainerNameRenderer{ProcessR
 
 // ProcessNameRenderer is a Renderer which produces a renderable process
 // name graph by munging the progess graph.
-var ProcessNameRenderer = Map{
-	MapFunc: MapCountProcessName,
-	Renderer: Map{
-		MapFunc:  MapProcess2Name,
-		Renderer: ProcessRenderer,
-	},
-}
+var ProcessNameRenderer = MakeMap(
+	MapCountProcessName,
+	MakeMap(
+		MapProcess2Name,
+		ProcessRenderer,
+	),
+)
 
 // ContainerRenderer is a Renderer which produces a renderable container
 // graph by merging the process graph and the container topology.
@@ -80,40 +80,40 @@ var ProcessNameRenderer = Map{
 // but we need to be careful to ensure we only include each edge once, by only
 // including the ProcessRenderer once.
 var ContainerRenderer = MakeReduce(
-	Filter{
-		FilterFunc: func(n RenderableNode) bool {
+	MakeFilter(
+		func(n RenderableNode) bool {
 			_, inContainer := n.Node.Latest.Lookup(docker.ContainerID)
 			_, isConnected := n.Node.Latest.Lookup(IsConnected)
 			return inContainer || isConnected
 		},
-		Renderer: Map{
-			MapFunc:  MapProcess2Container,
-			Renderer: ColorConnected(ProcessRenderer),
-		},
-	},
+		MakeMap(
+			MapProcess2Container,
+			ColorConnected(ProcessRenderer),
+		),
+	),
 
 	// This mapper brings in short lived connections by joining with container IPs.
 	// We need to be careful to ensure we only include each edge once.  Edges brought in
 	// by the above renders will have a pid, so its enough to filter out any nodes with
 	// pids.
-	FilterUnconnected(Map{
-		MapFunc: MapIP2Container,
-		Renderer: MakeReduce(
-			Map{
-				MapFunc:  MapContainer2IP,
-				Renderer: SelectContainer,
-			},
-			Map{
-				MapFunc:  MapEndpoint2IP,
-				Renderer: SelectEndpoint,
-			},
+	FilterUnconnected(MakeMap(
+		MapIP2Container,
+		MakeReduce(
+			MakeMap(
+				MapContainer2IP,
+				SelectContainer,
+			),
+			MakeMap(
+				MapEndpoint2IP,
+				SelectEndpoint,
+			),
 		),
-	}),
+	)),
 
-	Map{
-		MapFunc:  MapContainerIdentity,
-		Renderer: SelectContainer,
-	},
+	MakeMap(
+		MapContainerIdentity,
+		SelectContainer,
+	),
 )
 
 type containerWithImageNameRenderer struct {
@@ -125,10 +125,10 @@ type containerWithImageNameRenderer struct {
 // container metadata.
 func (r containerWithImageNameRenderer) Render(rpt report.Report) RenderableNodes {
 	containers := r.Renderer.Render(rpt)
-	images := Map{
-		MapFunc:  MapContainerImageIdentity,
-		Renderer: SelectContainerImage,
-	}.Render(rpt)
+	images := MakeMap(
+		MapContainerImageIdentity,
+		SelectContainerImage,
+	).Render(rpt)
 
 	for id, c := range containers {
 		imageID, ok := c.Node.Latest.Lookup(docker.ImageID)
@@ -153,99 +153,99 @@ var ContainerWithImageNameRenderer = containerWithImageNameRenderer{ContainerRen
 
 // ContainerImageRenderer is a Renderer which produces a renderable container
 // image graph by merging the container graph and the container image topology.
-var ContainerImageRenderer = Map{
-	MapFunc: MapCountContainers,
-	Renderer: Map{
-		MapFunc: MapContainerImage2Name,
-		Renderer: MakeReduce(
-			Map{
-				MapFunc:  MapContainer2ContainerImage,
-				Renderer: ContainerRenderer,
-			},
-			Map{
-				MapFunc:  MapContainerImageIdentity,
-				Renderer: SelectContainerImage,
-			},
+var ContainerImageRenderer = MakeMap(
+	MapCountContainers,
+	MakeMap(
+		MapContainerImage2Name,
+		MakeReduce(
+			MakeMap(
+				MapContainer2ContainerImage,
+				ContainerRenderer,
+			),
+			MakeMap(
+				MapContainerImageIdentity,
+				SelectContainerImage,
+			),
 		),
-	},
-}
+	),
+)
 
 // ContainerHostnameRenderer is a Renderer which produces a renderable container
 // by hostname graph..
-var ContainerHostnameRenderer = Map{
-	MapFunc: MapCountContainers,
-	Renderer: Map{
-		MapFunc:  MapContainer2Hostname,
-		Renderer: ContainerRenderer,
-	},
-}
+var ContainerHostnameRenderer = MakeMap(
+	MapCountContainers,
+	MakeMap(
+		MapContainer2Hostname,
+		ContainerRenderer,
+	),
+)
 
 // AddressRenderer is a Renderer which produces a renderable address
 // graph from the address topology.
-var AddressRenderer = Map{
-	MapFunc:  MapAddressIdentity,
-	Renderer: SelectAddress,
-}
+var AddressRenderer = MakeMap(
+	MapAddressIdentity,
+	SelectAddress,
+)
 
 // HostRenderer is a Renderer which produces a renderable host
 // graph from the host topology and address graph.
 var HostRenderer = MakeReduce(
-	Map{
-		MapFunc: MapX2Host,
-		Renderer: Map{
-			MapFunc:  MapContainerImageIdentity,
-			Renderer: SelectContainerImage,
-		},
-	},
-	Map{
-		MapFunc:  MapX2Host,
-		Renderer: FilterPseudo(ContainerRenderer),
-	},
-	Map{
-		MapFunc: MapX2Host,
-		Renderer: Map{
-			MapFunc:  MapPodIdentity,
-			Renderer: SelectPod,
-		},
-	},
-	Map{
-		MapFunc:  MapX2Host,
-		Renderer: AddressRenderer,
-	},
-	Map{
-		MapFunc:  MapHostIdentity,
-		Renderer: SelectHost,
-	},
+	MakeMap(
+		MapX2Host,
+		MakeMap(
+			MapContainerImageIdentity,
+			SelectContainerImage,
+		),
+	),
+	MakeMap(
+		MapX2Host,
+		FilterPseudo(ContainerRenderer),
+	),
+	MakeMap(
+		MapX2Host,
+		MakeMap(
+			MapPodIdentity,
+			SelectPod,
+		),
+	),
+	MakeMap(
+		MapX2Host,
+		AddressRenderer,
+	),
+	MakeMap(
+		MapHostIdentity,
+		SelectHost,
+	),
 )
 
 // PodRenderer is a Renderer which produces a renderable kubernetes
 // graph by merging the container graph and the pods topology.
-var PodRenderer = Map{
-	MapFunc: MapCountContainers,
-	Renderer: MakeReduce(
-		Map{
-			MapFunc:  MapContainer2Pod,
-			Renderer: ContainerRenderer,
-		},
-		Map{
-			MapFunc:  MapPodIdentity,
-			Renderer: SelectPod,
-		},
+var PodRenderer = MakeMap(
+	MapCountContainers,
+	MakeReduce(
+		MakeMap(
+			MapContainer2Pod,
+			ContainerRenderer,
+		),
+		MakeMap(
+			MapPodIdentity,
+			SelectPod,
+		),
 	),
-}
+)
 
 // PodServiceRenderer is a Renderer which produces a renderable kubernetes services
 // graph by merging the pods graph and the services topology.
-var PodServiceRenderer = Map{
-	MapFunc: MapCountPods,
-	Renderer: MakeReduce(
-		Map{
-			MapFunc:  MapPod2Service,
-			Renderer: PodRenderer,
-		},
-		Map{
-			MapFunc:  MapServiceIdentity,
-			Renderer: SelectService,
-		},
+var PodServiceRenderer = MakeMap(
+	MapCountPods,
+	MakeReduce(
+		MakeMap(
+			MapPod2Service,
+			PodRenderer,
+		),
+		MakeMap(
+			MapServiceIdentity,
+			SelectService,
+		),
 	),
-}
+)
diff --git a/report/report.go b/report/report.go
index a63639d20..aacaddbbf 100644
--- a/report/report.go
+++ b/report/report.go
@@ -2,6 +2,7 @@ package report
 
 import (
 	"fmt"
+	"math/rand"
 	"strings"
 	"time"
 )
@@ -80,6 +81,10 @@ type Report struct {
 	// Shortcut reports should be propogated to the UI as quickly as possible,
 	// bypassing the usual spy interval, publish interval and app ws interval.
 	Shortcut bool
+
+	// ID a random identifier for this report, used when caching
+	// rendered views of the report
+	ID string
 }
 
 // MakeReport makes a clean report, ready to Merge() other reports into.
@@ -96,6 +101,7 @@ func MakeReport() Report {
 		Overlay:        MakeTopology(),
 		Sampling:       Sampling{},
 		Window:         0,
+		ID:             fmt.Sprintf("%d", rand.Int63()),
 	}
 }
 
@@ -113,6 +119,7 @@ func (r Report) Copy() Report {
 		Overlay:        r.Overlay.Copy(),
 		Sampling:       r.Sampling,
 		Window:         r.Window,
+		ID:             fmt.Sprintf("%d", rand.Int63()),
 	}
 }
 
diff --git a/test/fixture/report_fixture.go b/test/fixture/report_fixture.go
index 4b5f72231..6462827ab 100644
--- a/test/fixture/report_fixture.go
+++ b/test/fixture/report_fixture.go
@@ -121,6 +121,7 @@ var (
 	ServerHostLoad15Metric = report.MakeMetric().Add(Now, 0.16).WithFirst(Now.Add(-16 * time.Second))
 
 	Report = report.Report{
+		ID: "test-report",
 		Endpoint: report.Topology{
 			Nodes: report.Nodes{
 				// Node is arbitrary. We're free to put only precisely what we