diff --git a/web/components/contract/contract-prob-graph.tsx b/web/components/contract/contract-prob-graph.tsx
index 72107f5a..a9d26e2e 100644
--- a/web/components/contract/contract-prob-graph.tsx
+++ b/web/components/contract/contract-prob-graph.tsx
@@ -8,6 +8,7 @@ import { getInitialProbability } from 'common/calculate'
 import { BinaryContract, PseudoNumericContract } from 'common/contract'
 import { useWindowSize } from 'web/hooks/use-window-size'
 import { getMappedValue } from 'common/pseudo-numeric'
+import { formatLargeNumber } from 'common/util/format'
 
 export const ContractProbGraph = memo(function ContractProbGraph(props: {
   contract: BinaryContract | PseudoNumericContract
@@ -17,6 +18,7 @@ export const ContractProbGraph = memo(function ContractProbGraph(props: {
   const { contract, height } = props
   const { resolutionTime, closeTime, outcomeType } = contract
   const isBinary = outcomeType === 'BINARY'
+  const isLogScale = outcomeType === 'PSEUDO_NUMERIC' && contract.isLogScale
 
   const bets = props.bets.filter((bet) => !bet.isAnte && !bet.isRedemption)
 
@@ -67,9 +69,10 @@ export const ContractProbGraph = memo(function ContractProbGraph(props: {
 
   const points: { x: Date; y: number }[] = []
   const s = isBinary ? 100 : 1
+  const c = isLogScale && contract.min === 0 ? 1 : 0
 
   for (let i = 0; i < times.length - 1; i++) {
-    points[points.length] = { x: times[i], y: s * probs[i] }
+    points[points.length] = { x: times[i], y: s * probs[i] + c }
     const numPoints: number = Math.floor(
       dayjs(times[i + 1]).diff(dayjs(times[i]), 'ms') / timeStep
     )
@@ -81,7 +84,7 @@ export const ContractProbGraph = memo(function ContractProbGraph(props: {
           x: dayjs(times[i])
             .add(thisTimeStep * n, 'ms')
             .toDate(),
-          y: s * probs[i],
+          y: s * probs[i] + c,
         }
       }
     }
@@ -94,7 +97,9 @@ export const ContractProbGraph = memo(function ContractProbGraph(props: {
   const multiYear = !dayjs(startDate).isSame(latestTime, 'year')
   const lessThanAWeek = dayjs(startDate).add(8, 'day').isAfter(latestTime)
 
-  const formatter = isBinary ? formatPercent : formatNumeric
+  const formatter = isBinary
+    ? formatPercent
+    : (x: DatumValue) => formatLargeNumber(+x.valueOf())
 
   return (
     <div
@@ -107,8 +112,8 @@ export const ContractProbGraph = memo(function ContractProbGraph(props: {
           isBinary
             ? { min: 0, max: 100, type: 'linear' }
             : {
-                min: contract.min,
-                max: contract.max,
+                min: contract.min + c,
+                max: contract.max + c,
                 type: contract.isLogScale ? 'log' : 'linear',
               }
         }
@@ -162,10 +167,6 @@ function formatPercent(y: DatumValue) {
   return `${Math.round(+y.toString())}%`
 }
 
-function formatNumeric(y: DatumValue) {
-  return `${Math.round(+y.toString())}`
-}
-
 function formatTime(
   time: number,
   includeYear: boolean,