diff --git a/docs/dev/core/internal/payload.md b/docs/dev/core/internal/payload.md
index 13b9e1fec..10a52ee03 100644
--- a/docs/dev/core/internal/payload.md
+++ b/docs/dev/core/internal/payload.md
@@ -74,21 +74,14 @@ A [Timing distribution](../../../user/metrics/timing_distribution.md) is represe
 
 | Field name | Type | Description |
 |---|---|---|
-| `bucket_count` | Integer | The bucket count of the histogram. |
-| `range` | Array<Integer> | The range indicated by its minimum and maxium value. |
 | `sum` | Integer | The sum of all recorded values. |
-| `time_unit` | String | The timespan's time unit, see the [time distribution's configuration](../../../user/metrics/timing_distribution.md#configuration) for valid values. |
 | `values` | Map<String, Integer> | The values in each bucket. The key is the minimum value for the range of that bucket. Buckets with no values are not reported. |
 
 #### Example:
 
 ```json
 {
-    "bucket_count": 100,
-    "range": [0, 60000],
-    "histogram_type": "expontential",
     "sum": 3,
-    "time_unit": "milliseconds",
     "values": {
         "0": 1,
         "1": 3,
diff --git a/docs/user/metrics/timing_distribution.md b/docs/user/metrics/timing_distribution.md
index 040984beb..51cd8c752 100644
--- a/docs/user/metrics/timing_distribution.md
+++ b/docs/user/metrics/timing_distribution.md
@@ -2,34 +2,26 @@
 
 Timing distributions are used to accumulate and store time measurement, for analyzing distributions of the timing data.
 
-To measure the distribution of multiple timespans, see [Timing Distributions](timing_distribution.md). To record absolute times, see [Datetimes](datetime.md).
+To measure the distribution of single timespans, see [Timespans](timespan.md). To record absolute times, see [Datetimes](datetime.md).
+
+Timing distributions are recorded in a histogram where the buckets have an exponential distribution, specifically with 8 buckets for every power of 2.
+This makes them suitable for measuring timings on a number of time scales without any configuration.
 
 ## Configuration
 
-Timing distributions have a required `time_unit` parameter to specify the resolution and range of the values that are recorded. The allowed values for `time_unit` are:
-
-  - `nanosecond`
-  - `microsecond`
-  - `millisecond`
-  - `second`
-  - `minute`
-  - `hour`
-  - `day`
-
-Which range of values is recorded in detail depends on the `time_unit`, e.g. for milliseconds, all values greater 60000 are recorded as overflow values.
-
 If you wanted to create a timing distribution to measure page load times, first you need to add an entry for it to the `metrics.yaml` file:
 
 ```YAML
 pages:
   page_load:
     type: timing_distribution
-    time_unit: millisecond
     description: >
       Counts how long each page takes to load
     ...
 ```
 
+> Note: Timing distributions have an optional `time_unit` parameter that is only used when samples are provided directly from an external tool in a unit other than nanoseconds.
+
 ## API
 
 Now you can use the timing distribution from the application's code.
@@ -74,7 +66,10 @@ assertEquals(2L, snapshot.count())
 
 ## Limits
 
-* Which range of values is recorded in detail depends on the `time_unit`, e.g. for milliseconds, all values greater 60000 are recorded as overflow values.
+* Timings are recorded in nanoseconds.
+  On Android, the [SystemClock.getElapsedNanos()](https://developer.android.com/reference/android/os/SystemClock.html#elapsedRealtimeNanos()) function is used, so it is limited by the accuracy and performance of that timer.
+
+* The maxmimum timing value that will be recorded is 10 minutes. Longer times will be truncated to 10 minutes and an error will be recorded.
 
 ## Examples
 
@@ -84,9 +79,8 @@ assertEquals(2L, snapshot.count())
 
 * `invalid_value`: If recording a negative timespan.
 * `invalid_value`: If a non-existing/stopped timer is stopped again.
+* `invalid_value`: If recording a time longer than 10 minutes.
 
 ## Reference
 
 * See [Kotlin API docs](../../../javadoc/glean/mozilla.telemetry.glean.private/-timing-distribution-metric-type/index.html)
-
-