diff --git a/packages/components/package.json b/packages/components/package.json
index d770758b..b5f1ab7c 100644
--- a/packages/components/package.json
+++ b/packages/components/package.json
@@ -43,7 +43,7 @@
     "tsconfig-paths-webpack-plugin": "^3.5.2",
     "typescript": "^4.6.3",
     "web-vitals": "^2.1.4",
-    "webpack": "^5.72.0",
+    "webpack": "^5.72.1",
     "webpack-cli": "^4.9.2",
     "webpack-dev-server": "^4.9.0"
   },
diff --git a/packages/components/src/components/DistributionChart.tsx b/packages/components/src/components/DistributionChart.tsx
index 5eafecf9..27dbf4b8 100644
--- a/packages/components/src/components/DistributionChart.tsx
+++ b/packages/components/src/components/DistributionChart.tsx
@@ -1,7 +1,11 @@
 import * as React from "react";
 import _ from "lodash";
-import type { Distribution } from "@quri/squiggle-lang";
-import { distributionErrorToString } from "@quri/squiggle-lang";
+import {
+  Distribution,
+  result,
+  distributionError,
+  distributionErrorToString,
+} from "@quri/squiggle-lang";
 import { Vega, VisualizationSpec } from "react-vega";
 import * as chartSpecification from "../vega-specs/spec-distributions.json";
 import { ErrorBox } from "./ErrorBox";
@@ -13,11 +17,14 @@ import {
   expYScale,
 } from "./DistributionVegaScales";
 import styled from "styled-components";
+import { NumberShower } from "./NumberShower";
 
 type DistributionChartProps = {
   distribution: Distribution;
   width?: number;
   height: number;
+  /** Whether to show a summary of means, stdev, percentiles etc */
+  showSummary: boolean;
   /** Whether to show the user graph controls (scale etc) */
   showControls?: boolean;
 };
@@ -25,6 +32,7 @@ type DistributionChartProps = {
 export const DistributionChart: React.FC<DistributionChartProps> = ({
   distribution,
   height,
+  showSummary,
   width,
   showControls = false,
 }: DistributionChartProps) => {
@@ -37,7 +45,7 @@ export const DistributionChart: React.FC<DistributionChartProps> = ({
         shape.value.continuous.some((x) => x.x <= 0) ||
         shape.value.discrete.some((x) => x.x <= 0);
       let spec = buildVegaSpec(isLogX, isExpY);
-      let widthProp = width ? width - 20 : size.width - 10;
+      let widthProp = width ? width : size.width;
 
       // Check whether we should disable the checkbox
       var logCheckbox = (
@@ -58,21 +66,22 @@ export const DistributionChart: React.FC<DistributionChartProps> = ({
       }
 
       var result = (
-        <div>
+        <ChartContainer width={widthProp + "px"}>
           <Vega
             spec={spec}
             data={{ con: shape.value.continuous, dis: shape.value.discrete }}
-            width={widthProp}
+            width={widthProp - 10}
             height={height}
             actions={false}
           />
+          {showSummary && <SummaryTable distribution={distribution} />}
           {showControls && (
             <div>
               {logCheckbox}
               <CheckBox label="Exp Y scale" value={isExpY} onChange={setExpY} />
             </div>
           )}
-        </div>
+        </ChartContainer>
       );
     } else {
       var result = (
@@ -87,6 +96,12 @@ export const DistributionChart: React.FC<DistributionChartProps> = ({
   return sized;
 };
 
+type ChartContainerProps = { width: string };
+
+let ChartContainer = styled.div<ChartContainerProps>`
+  width: ${(props) => props.width};
+`;
+
 function buildVegaSpec(isLogX: boolean, isExpY: boolean): VisualizationSpec {
   return {
     ...chartSpecification,
@@ -128,3 +143,90 @@ export const CheckBox = ({
     </span>
   );
 };
+
+type SummaryTableProps = {
+  distribution: Distribution;
+};
+
+const Table = styled.table`
+  margin-left: auto;
+  margin-right: auto;
+  border-collapse: collapse;
+  text-align: center;
+  border-style: hidden;
+`;
+
+const TableHead = styled.thead`
+  border-bottom: 1px solid rgb(141 149 167);
+`;
+
+const TableHeadCell = styled.th`
+  border-right: 1px solid rgb(141 149 167);
+  border-left: 1px solid rgb(141 149 167);
+  padding: 0.3em;
+`;
+
+const TableBody = styled.tbody``;
+
+const Row = styled.tr``;
+
+const Cell = styled.td`
+  padding: 0.3em;
+  border-right: 1px solid rgb(141 149 167);
+  border-left: 1px solid rgb(141 149 167);
+`;
+
+const SummaryTable: React.FC<SummaryTableProps> = ({
+  distribution,
+}: SummaryTableProps) => {
+  let mean = distribution.mean();
+  let p5 = distribution.inv(0.05);
+  let p10 = distribution.inv(0.1);
+  let p25 = distribution.inv(0.25);
+  let p50 = distribution.inv(0.5);
+  let p75 = distribution.inv(0.75);
+  let p90 = distribution.inv(0.9);
+  let p95 = distribution.inv(0.95);
+  let unwrapResult = (
+    x: result<number, distributionError>
+  ): React.ReactNode => {
+    if (x.tag === "Ok") {
+      return <NumberShower number={x.value} />;
+    } else {
+      return (
+        <ErrorBox heading="Distribution Error">
+          {distributionErrorToString(x.value)}
+        </ErrorBox>
+      );
+    }
+  };
+
+  return (
+    <Table>
+      <TableHead>
+        <Row>
+          <TableHeadCell>{"Mean"}</TableHeadCell>
+          <TableHeadCell>{"5%"}</TableHeadCell>
+          <TableHeadCell>{"10%"}</TableHeadCell>
+          <TableHeadCell>{"25%"}</TableHeadCell>
+          <TableHeadCell>{"50%"}</TableHeadCell>
+          <TableHeadCell>{"75%"}</TableHeadCell>
+          <TableHeadCell>{"90%"}</TableHeadCell>
+          <TableHeadCell>{"95%"}</TableHeadCell>
+        </Row>
+      </TableHead>
+      <TableBody>
+        <Row>
+          <Cell>{unwrapResult(mean)}</Cell>
+          <Cell>{unwrapResult(p5)}</Cell>
+          <Cell>{unwrapResult(p10)}</Cell>
+          <Cell>{unwrapResult(p25)}</Cell>
+          <Cell>{unwrapResult(p50)}</Cell>
+          <Cell>{unwrapResult(p75)}</Cell>
+          <Cell>{unwrapResult(p90)}</Cell>
+          <Cell>{unwrapResult(p95)}</Cell>
+        </Row>
+      </TableBody>
+    </Table>
+  );
+};
diff --git a/packages/components/src/components/FunctionChart.tsx b/packages/components/src/components/FunctionChart.tsx
index 8e5abf32..2ee71721 100644
--- a/packages/components/src/components/FunctionChart.tsx
+++ b/packages/components/src/components/FunctionChart.tsx
@@ -65,6 +65,7 @@ export const FunctionChart: React.FC<FunctionChartProps> = ({
         distribution={mouseItem.value.value}
         width={400}
         height={140}
+        showSummary={false}
       />
     ) : (
       <></>
diff --git a/packages/components/src/components/SquiggleChart.tsx b/packages/components/src/components/SquiggleChart.tsx
index c833f9c3..e1407be5 100644
--- a/packages/components/src/components/SquiggleChart.tsx
+++ b/packages/components/src/components/SquiggleChart.tsx
@@ -66,6 +66,8 @@ export interface SquiggleItemProps {
   expression: squiggleExpression;
   width?: number;
   height: number;
+  /** Whether to show a summary of statistics for distributions */
+  showSummary: boolean;
   /** Whether to show type information */
   showTypes: boolean;
   /** Whether to show users graph controls (scale etc) */
@@ -80,6 +82,7 @@ const SquiggleItem: React.FC<SquiggleItemProps> = ({
   expression,
   width,
   height,
+  showSummary,
   showTypes = false,
   showControls = false,
   chartSettings,
@@ -110,6 +113,7 @@ const SquiggleItem: React.FC<SquiggleItemProps> = ({
             distribution={expression.value}
             height={height}
             width={width}
+            showSummary={showSummary}
             showControls={showControls}
           />
         </VariableBox>
@@ -152,6 +156,7 @@ const SquiggleItem: React.FC<SquiggleItemProps> = ({
               showControls={showControls}
               chartSettings={chartSettings}
               environment={environment}
+              showSummary={showSummary}
             />
           ))}
         </VariableBox>
@@ -167,6 +172,7 @@ const SquiggleItem: React.FC<SquiggleItemProps> = ({
                 width={width !== undefined ? width - 20 : width}
                 height={50}
                 showTypes={showTypes}
+                showSummary={showSummary}
                 showControls={showControls}
                 chartSettings={chartSettings}
                 environment={environment}
@@ -209,7 +215,9 @@ export interface SquiggleChartProps {
   /** Bindings of previous variables declared */
   bindings: bindings;
   /** JS imported parameters */
-  jsImports: jsImports;
+  jsImports?: jsImports;
+  /** Whether to show a summary of the distirbution */
+  showSummary?: boolean;
   /** Whether to show type information about returns, default false */
   showTypes: boolean;
   /** Whether to show graph controls (scale etc)*/
@@ -230,6 +238,7 @@ export const SquiggleChart: React.FC<SquiggleChartProps> = ({
   height = 60,
   bindings = defaultBindings,
   jsImports = defaultImports,
+  showSummary = false,
   width,
   showTypes = false,
   showControls = false,
@@ -245,6 +254,7 @@ export const SquiggleChart: React.FC<SquiggleChartProps> = ({
         expression={expression}
         width={width}
         height={height}
+        showSummary={showSummary}
         showTypes={showTypes}
         showControls={showControls}
         chartSettings={chartSettings}
diff --git a/packages/components/src/components/SquiggleEditor.tsx b/packages/components/src/components/SquiggleEditor.tsx
index 8e99182d..4b17b585 100644
--- a/packages/components/src/components/SquiggleEditor.tsx
+++ b/packages/components/src/components/SquiggleEditor.tsx
@@ -41,7 +41,9 @@ export interface SquiggleEditorProps {
   /** Whether to show detail about types of the returns, default false */
   showTypes?: boolean;
   /** Whether to give users access to graph controls */
-  showControls: boolean;
+  showControls?: boolean;
+  /** Whether to show a summary table */
+  showSummary?: boolean;
 }
 
 const Input = styled.div`
@@ -63,6 +65,7 @@ export let SquiggleEditor: React.FC<SquiggleEditorProps> = ({
   jsImports = defaultImports,
   showTypes = false,
   showControls = false,
+  showSummary = false,
 }: SquiggleEditorProps) => {
   let [expression, setExpression] = React.useState(initialSquiggleString);
   let chartSettings = {
@@ -96,6 +99,7 @@ export let SquiggleEditor: React.FC<SquiggleEditorProps> = ({
         jsImports={jsImports}
         showTypes={showTypes}
         showControls={showControls}
+        showSummary={showSummary}
       />
     </div>
   );
diff --git a/packages/components/src/components/SquigglePlayground.tsx b/packages/components/src/components/SquigglePlayground.tsx
index 44fc4803..f403a4ce 100644
--- a/packages/components/src/components/SquigglePlayground.tsx
+++ b/packages/components/src/components/SquigglePlayground.tsx
@@ -45,18 +45,11 @@ function FieldFloat(Props: FieldFloatProps) {
   );
 }
 
-interface Props {
-  initialSquiggleString?: string;
-  height?: number;
-  showTypes?: boolean;
-  showControls?: boolean;
-}
-
-interface Props2 {
+interface ShowBoxProps {
   height: number;
 }
 
-const ShowBox = styled.div<Props2>`
+const ShowBox = styled.div<ShowBoxProps>`
   border: 1px solid #eee;
   border-radius: 2px;
   height: ${(props) => props.height};
@@ -81,12 +74,26 @@ const Row = styled.div`
 `;
 const Col = styled.div``;
 
-let SquigglePlayground: FC<Props> = ({
+interface PlaygroundProps {
+  /** The initial squiggle string to put in the playground */
+  initialSquiggleString?: string;
+  /** How many pixels high is the playground */
+  height?: number;
+  /** Whether to show the types of outputs in the playground */
+  showTypes?: boolean;
+  /** Whether to show the log scale controls in the playground */
+  showControls?: boolean;
+  /** Whether to show the summary table in the playground */
+  showSummary?: boolean;
+}
+
+let SquigglePlayground: FC<PlaygroundProps> = ({
   initialSquiggleString = "",
   height = 300,
   showTypes = false,
   showControls = false,
-}: Props) => {
+  showSummary = false,
+}: PlaygroundProps) => {
   let [squiggleString, setSquiggleString] = useState(initialSquiggleString);
   let [sampleCount, setSampleCount] = useState(1000);
   let [outputXYPoints, setOutputXYPoints] = useState(1000);
@@ -126,6 +133,7 @@ let SquigglePlayground: FC<Props> = ({
               showControls={showControls}
               bindings={defaultBindings}
               jsImports={defaultImports}
+              showSummary={showSummary}
             />
           </Display>
         </Col>
@@ -134,7 +142,7 @@ let SquigglePlayground: FC<Props> = ({
   );
 };
 export default SquigglePlayground;
-export function renderSquigglePlaygroundToDom(props: Props) {
+export function renderSquigglePlaygroundToDom(props: PlaygroundProps) {
   let parent = document.createElement("div");
   ReactDOM.render(<SquigglePlayground {...props} />, parent);
   return parent;
diff --git a/packages/squiggle-lang/package.json b/packages/squiggle-lang/package.json
index 6cbb4906..49dad58c 100644
--- a/packages/squiggle-lang/package.json
+++ b/packages/squiggle-lang/package.json
@@ -60,7 +60,7 @@
     "ts-loader": "^9.3.0",
     "ts-node": "^10.7.0",
     "typescript": "^4.6.3",
-    "webpack": "^5.72.0",
+    "webpack": "^5.72.1",
     "webpack-cli": "^4.9.2"
   },
   "source": "./src/js/index.ts",
diff --git a/yarn.lock b/yarn.lock
index 123a0842..a8181cd8 100644
--- a/yarn.lock
+++ b/yarn.lock
@@ -8017,7 +8017,7 @@ enhanced-resolve@^4.5.0:
     memory-fs "^0.5.0"
     tapable "^1.0.0"
 
-enhanced-resolve@^5.0.0, enhanced-resolve@^5.7.0, enhanced-resolve@^5.9.2:
+enhanced-resolve@^5.0.0, enhanced-resolve@^5.7.0, enhanced-resolve@^5.9.3:
   version "5.9.3"
   resolved "https://registry.yarnpkg.com/enhanced-resolve/-/enhanced-resolve-5.9.3.tgz#44a342c012cbc473254af5cc6ae20ebd0aae5d88"
   integrity sha512-Bq9VSor+kjvW3f9/MiiR4eE3XYgOl7/rS8lnSxbRbF3kS0B2r+Y9w5krBWxZgDxASVZbdYrn5wT4j/Wb0J9qow==
@@ -11301,7 +11301,7 @@ json-parse-better-errors@^1.0.2:
   resolved "https://registry.yarnpkg.com/json-parse-better-errors/-/json-parse-better-errors-1.0.2.tgz#bb867cfb3450e69107c131d1c514bab3dc8bcaa9"
   integrity sha512-mrqyZKfX5EhL7hvqcV6WG1yYjnjeuYDzDhhcAAUrq8Po85NBQBJP+ZDUT75qZQ98IkUoBqdkExkukOU7Ts2wrw==
 
-json-parse-even-better-errors@^2.3.0:
+json-parse-even-better-errors@^2.3.0, json-parse-even-better-errors@^2.3.1:
   version "2.3.1"
   resolved "https://registry.yarnpkg.com/json-parse-even-better-errors/-/json-parse-even-better-errors-2.3.1.tgz#7c47805a94319928e05777405dc12e1f7a4ee02d"
   integrity sha512-xyFwyhro/JEof6Ghe2iz2NcXoj2sloNsWr/XsERDK/oiPCfaNhl5ONfp+jQdAZRQQ0IJWNzH9zIZF7li91kh2w==
@@ -18228,10 +18228,10 @@ webpack@4:
     watchpack "^1.7.4"
     webpack-sources "^1.4.1"
 
-webpack@^5, webpack@^5.64.4, webpack@^5.72.0, webpack@^5.9.0:
-  version "5.72.0"
-  resolved "https://registry.yarnpkg.com/webpack/-/webpack-5.72.0.tgz#f8bc40d9c6bb489a4b7a8a685101d6022b8b6e28"
-  integrity sha512-qmSmbspI0Qo5ld49htys8GY9XhS9CGqFoHTsOVAnjBdg0Zn79y135R+k4IR4rKK6+eKaabMhJwiVB7xw0SJu5w==
+webpack@^5, webpack@^5.64.4, webpack@^5.72.0, webpack@^5.72.1, webpack@^5.9.0:
+  version "5.72.1"
+  resolved "https://registry.yarnpkg.com/webpack/-/webpack-5.72.1.tgz#3500fc834b4e9ba573b9f430b2c0a61e1bb57d13"
+  integrity sha512-dXG5zXCLspQR4krZVR6QgajnZOjW2K/djHvdcRaDQvsjV9z9vaW6+ja5dZOYbqBBjF6kGXka/2ZyxNdc+8Jung==
   dependencies:
     "@types/eslint-scope" "^3.7.3"
     "@types/estree" "^0.0.51"
@@ -18242,13 +18242,13 @@ webpack@^5, webpack@^5.64.4, webpack@^5.72.0, webpack@^5.9.0:
     acorn-import-assertions "^1.7.6"
     browserslist "^4.14.5"
     chrome-trace-event "^1.0.2"
-    enhanced-resolve "^5.9.2"
+    enhanced-resolve "^5.9.3"
     es-module-lexer "^0.9.0"
     eslint-scope "5.1.1"
     events "^3.2.0"
     glob-to-regexp "^0.4.1"
     graceful-fs "^4.2.9"
-    json-parse-better-errors "^1.0.2"
+    json-parse-even-better-errors "^2.3.1"
     loader-runner "^4.2.0"
     mime-types "^2.1.27"
     neo-async "^2.6.2"