diff --git a/docs/spectator/core/meters/dist-summary.md b/docs/spectator/core/meters/dist-summary.md
index 648dc54d..9d053031 100644
--- a/docs/spectator/core/meters/dist-summary.md
+++ b/docs/spectator/core/meters/dist-summary.md
@@ -28,7 +28,7 @@ via a filter, or use one of the operators below to generate a useful response.
 
 ### Average Measurement (:dist-avg)
 
-To compute the average latency across an arbitrary group, use the [:dist-avg] function:
+To compute the average size across an arbitrary group, use the [:dist-avg] function:
 
 @@@ atlas-stacklang
 /api/v1/graph?q=nf.cluster,foo,:eq,name,http.req.payload.size,:eq,:and,:dist-avg,(,nf.asg,),:by
@@ -38,7 +38,7 @@ To compute the average latency across an arbitrary group, use the [:dist-avg] fu
 
 ### Maximum Measurement (:dist-max)
 
-To compute the maximum latency across a group, use [:dist-max]:
+To compute the maximum size across a group, use [:dist-max]:
 
 @@@ atlas-stacklang
 /api/v1/graph?q=nf.cluster,foo,:eq,name,http.req.payload.size,:eq,:and,:dist-max,(,nf.asg,),:by
diff --git a/docs/spectator/specs/ipc.md b/docs/spectator/specs/ipc.md
index f2c654b2..fd329caa 100644
--- a/docs/spectator/specs/ipc.md
+++ b/docs/spectator/specs/ipc.md
@@ -127,6 +127,13 @@ This is a [distribution summary] of the size in bytes of outbound messages sent
 This is a [distribution summary] that shows the number of inbound IPC messages currently being
 processed in a server.
 
+!!! Note
+    Distribution summaries are not suitable for use-cases trying to perform hierarchical accumulation across dimensions.
+    Each measurement is recorded with a certain set of dimensions, as illustrated below with the inflight metric.
+    Therefore, when using the [:dist-max] operator to query over a set of filters, the response will represent the
+    maximum inflight count for a given set of tag values within the group, **not** the accumulated value of measurements
+    across the entire group.
+
 **Unit:** inflight message count
 
 **Dimensions:**
@@ -209,6 +216,13 @@ This is a [distribution summary] of the size in bytes of outbound messages sent
 This is a [distribution summary] that shows the number of currently outstanding outbound
 IPC messages from a client.
 
+!!! Note
+    Distribution summaries are not suitable for use-cases trying to perform hierarchical accumulation across dimensions.
+    Each measurement is recorded with a certain set of dimensions, as illustrated below with the inflight metric.
+    Therefore, when using the [:dist-max] operator to query over a set of filters, the response will represent the 
+    maximum inflight count for a given set of tag values within the group, **not** the accumulated value of measurements 
+    across the entire group.
+
 **Unit:** inflight message count
 
 **Dimensions:**
@@ -224,3 +238,4 @@ IPC messages from a client.
 
 [percentile timer]: https://www.javadoc.io/page/com.netflix.spectator/spectator-api/latest/com/netflix/spectator/api/histogram/PercentileTimer.html
 [distribution summary]: ../core/meters/dist-summary.md
+[:dist-max]: ../../asl/ref/dist-max.md