From 807a6b310446133c94751ca0e1c18e05ab47068b Mon Sep 17 00:00:00 2001
From: Stan Runge <stan@stanrunge.dev>
Date: Mon, 26 Oct 2026 01:13:43 +0000
Subject: [PATCH] money: day-by-day forecast with real payment dates

The wealth forecast now runs per day instead of per month, so it shows the
same sawtooth as the actual history:

- recurring items hit on the day the bank history shows (most common day of
  the last four months, clamped to month end), else their start date
- "every N weeks" items (Basic-Fit, haircut) run on an exact N-day cadence
  from the last charge; yearly items on their renewal date
- salary and its extras (holiday pay in May, 13th month in November, bonus,
  settlement) land on the payday from history (contract 25th as fallback),
  moved to the Friday before a weekend; toeslagen move to the Monday after
- variable budgets are spread per day, the vacation budget over Jul-Aug
- excess above the buffer is invested the day after payday; returns
  compound daily
- long horizons stay fast (~35 ms for 100 years): the chart thins each
  pixel bucket to its low and high
---
 src/lib/money-tracker/MoneyChart.svelte |  13 +-
 src/lib/money-tracker/charts.test.ts    |  79 +++-
 src/lib/money-tracker/charts.ts         | 195 +++++++---
 src/lib/money-tracker/scenarios.test.ts |  76 +++-
 src/lib/money-tracker/scenarios.ts      | 457 +++++++++++++++---------
 src/lib/money-tracker/schedule.test.ts  | 152 ++++++++
 src/lib/money-tracker/schedule.ts       | 388 ++++++++++++++++++++
 src/routes/trackers/money/+page.svelte  |  51 ++-
 8 files changed, 1163 insertions(+), 248 deletions(-)
 create mode 100644 src/lib/money-tracker/schedule.test.ts
 create mode 100644 src/lib/money-tracker/schedule.ts

diff --git a/src/lib/money-tracker/MoneyChart.svelte b/src/lib/money-tracker/MoneyChart.svelte
index 6185a1a..8cec5bd 100644
--- a/src/lib/money-tracker/MoneyChart.svelte
+++ b/src/lib/money-tracker/MoneyChart.svelte
@@ -1,8 +1,15 @@
 <script lang="ts">
-	import { timeGrid, yearLabels, type ChartPoint, type ChartSeries, type GridMode } from './charts';
+	import {
+		decimateSeries,
+		timeGrid,
+		yearLabels,
+		type ChartPoint,
+		type ChartSeries,
+		type GridMode
+	} from './charts';
 
 	let {
-		series,
+		series: input,
 		title,
 		unit = '€',
 		marker,
@@ -24,6 +31,8 @@
 	let compact = $derived(width < 520);
 	let height = $derived(compact ? 240 : 280);
 	let plot = $derived({ left: compact ? 52 : 72, right: 14, top: 18, bottom: 30 });
+	// Daily projections over decades: keep each pixel column's low and high so spikes stay.
+	let series = $derived(decimateSeries(input, width - plot.left - plot.right));
 	let values = $derived(series.flatMap((item) => item.points.map((point) => point.value)));
 	let times = $derived(series.flatMap((item) => item.points.map((point) => time(point.date))));
 	let scale = $derived(niceScale(Math.min(0, ...values), Math.max(0, ...values)));
diff --git a/src/lib/money-tracker/charts.test.ts b/src/lib/money-tracker/charts.test.ts
index 959bf82..2395b07 100644
--- a/src/lib/money-tracker/charts.test.ts
+++ b/src/lib/money-tracker/charts.test.ts
@@ -3,6 +3,7 @@ import {
 	accountBalances,
 	accountColor,
 	balanceSeries,
+	decimateSeries,
 	forecastSeries,
 	parseHistoryRange,
 	gridFor,
@@ -119,7 +120,18 @@ describe('money tracker calculations', () => {
 			settings,
 			'2026-09-23'
 		);
-		expect(series[0].points.map((point) => point.value)).toEqual([100000, 100000, 160000, 210244]);
+		const on = (index: number, date: string) =>
+			series[index].points.find((point) => point.date === date)?.value;
+		expect(series[0].points).toHaveLength(69);
+		expect(
+			['2026-09-23', '2026-09-30', '2026-10-31', '2026-11-30'].map((date) => on(0, date))
+		).toEqual([100000, 100000, 160000, 210244]);
+		// Day by day: the monthly item lands on the 1st and the estimate on the 15th.
+		expect(on(1, '2026-10-01')).toBe(140000);
+		expect(on(1, '2026-10-15')).toBe(160000);
+		// Excess above the reserve moves into investments at the end of the month without a payday.
+		expect(on(1, '2026-10-31')).toBe(100000);
+		expect(on(2, '2026-10-31')).toBe(60000);
 		expect(series[1].points.at(-1)?.value).toBe(100000);
 		expect(series[2].points.at(-1)?.value).toBe(110244);
 	});
@@ -151,9 +163,10 @@ describe('money tracker calculations', () => {
 			},
 			'2026-09-23'
 		);
-		expect(projection[0].points.map((point) => point.value)).toEqual([
-			40054, 40054, 167191, 294602
-		]);
+		const total = new Map(projection[0].points.map((point) => [point.date, point.value]));
+		expect(
+			['2026-09-23', '2026-09-30', '2026-10-31', '2026-11-30'].map((date) => total.get(date))
+		).toEqual([40054, 40054, 167191, 294602]);
 		expect(projection[1].points.at(-1)?.value).toBe(100000);
 		expect(projection[2].points.at(-1)?.value).toBe(194602);
 	});
@@ -373,4 +386,62 @@ describe('history range', () => {
 			'2120'
 		]);
 	});
+
+	it('draws a day-by-day sawtooth: salary on payday, costs on their days, invest the day after', () => {
+		const projection = wealthProjection(
+			[
+				{ id: 1, kind: 'spendable', openingBalanceCents: 0 },
+				{ id: 2, kind: 'investment', openingBalanceCents: 0 }
+			],
+			new Map([
+				[1, 150000],
+				[2, 0]
+			]),
+			[],
+			[],
+			[
+				{ name: 'Cargill salary', amountCents: 300000, cadence: 'monthly', accountId: 1 },
+				{ name: 'Spotify', amountCents: -1199, cadence: 'monthly', accountId: 1 }
+			],
+			{
+				investmentAccountId: 2,
+				reserveCents: 100000,
+				annualReturnPercent: '0.00',
+				contributionMode: 'excess',
+				fixedMonthlyCents: 0,
+				includeRecurring: true,
+				endDate: '2026-12-31'
+			},
+			'2026-10-26',
+			null,
+			[
+				{ date: '2026-10-21', amountCents: 298653, description: 'Salaris Cargill' },
+				{ date: '2026-10-24', amountCents: -1199, description: 'Spotify AB' }
+			]
+		);
+		const cash = new Map(projection[1].points.map((point) => [point.date, point.value]));
+		const invested = new Map(projection[2].points.map((point) => [point.date, point.value]));
+		expect(cash.get('2026-11-19')).toBe(150000);
+		// 21 Nov is a Saturday: paid on Friday the 20th, invested above the reserve on the 21st.
+		expect(cash.get('2026-11-20')).toBe(450000);
+		expect(cash.get('2026-11-21')).toBe(100000);
+		expect(invested.get('2026-11-21')).toBe(350000);
+		expect(cash.get('2026-11-24')).toBe(100000 - 1199);
+		expect(cash.get('2026-12-21')).toBe(100000 - 1199 + 300000);
+	});
+
+	it('thins long daily series to each bucket’s low and high, keeping both ends', () => {
+		const points = Array.from({ length: 3650 }, (_, index) => ({
+			date: new Date(Date.UTC(2026, 0, 1 + index)).toISOString().slice(0, 10),
+			value: index % 30 === 0 ? 1000 : index % 30 === 15 ? -1000 : 0
+		}));
+		const series = [{ label: 'Total', color: '#000', points }];
+		const [thin] = decimateSeries(series, 100);
+		expect(thin.points.length).toBeLessThanOrEqual(202);
+		expect(thin.points[0]).toEqual(points[0]);
+		expect(thin.points.at(-1)).toEqual(points.at(-1));
+		expect(Math.max(...thin.points.map((point) => point.value))).toBe(1000);
+		expect(Math.min(...thin.points.map((point) => point.value))).toBe(-1000);
+		expect(decimateSeries(series, 5000)).toBe(series);
+	});
 });
diff --git a/src/lib/money-tracker/charts.ts b/src/lib/money-tracker/charts.ts
index b490ce6..6ba2a60 100644
--- a/src/lib/money-tracker/charts.ts
+++ b/src/lib/money-tracker/charts.ts
@@ -1,3 +1,14 @@
+import {
+	businessDay,
+	dayNumber,
+	dayOfMonth,
+	daysInMonth,
+	isoDay,
+	monthFlows,
+	scheduleFor,
+	type HistoryTransaction
+} from './schedule';
+
 export type ChartPoint = { date: string; value: number };
 export type ChartSeries = {
 	label: string;
@@ -111,6 +122,7 @@ type ProjectionAccount = {
 };
 type ProjectionMovement = { date: string; amountCents: number; accountId: number | null };
 type ProjectionRecurring = {
+	name?: string;
 	amountCents: number;
 	cadence: string;
 	accountId: number | null;
@@ -127,6 +139,11 @@ type ProjectionSettings = {
 	endDate?: string | null;
 };
 
+/**
+ * The setting-based ("Simple") projection, day by day: dated transactions and estimates on their
+ * date, recurring items on the days they hit (see schedule.ts), returns compounding daily, and the
+ * excess above the reserve invested the day after payday (month end when there is no salary).
+ */
 export function wealthProjection(
 	accounts: ProjectionAccount[],
 	balances: Map<number, number>,
@@ -136,11 +153,15 @@ export function wealthProjection(
 	settings: ProjectionSettings | null,
 	today: string,
 	/** Overrides the settings' end date, e.g. with the chart's forecast horizon. */
-	endDate?: string | null
+	endDate?: string | null,
+	/** Bank transactions through today, to find the day each recurring item hits. */
+	history: HistoryTransaction[] = []
 ): ChartSeries[] {
 	const excluded = excludedIds(accounts);
 	const counted = (accountId: number | null) => accountId === null || !excluded.has(accountId);
 	const accountKind = new Map(accounts.map((account) => [account.id, account.kind]));
+	const isInvestment = (accountId: number | null) =>
+		accountId !== null && accountKind.get(accountId) === 'investment';
 	const investmentId = settings?.investmentAccountId ?? null;
 	const validInvestmentId =
 		investmentId !== null && accountKind.get(investmentId) === 'investment' ? investmentId : null;
@@ -156,13 +177,10 @@ export function wealthProjection(
 	const totalPoints: ChartPoint[] = [{ date: today, value: spendable + invested }];
 	const spendablePoints: ChartPoint[] = [{ date: today, value: spendable }];
 	const investedPoints: ChartPoint[] = [{ date: today, value: invested }];
-	const movements = [...futureTransactions, ...forecasts].filter(
-		(entry) => entry.date > today && counted(entry.accountId)
-	);
-	const latestMovement = movements.reduce(
-		(latest, entry) => (entry.date > latest ? entry.date : latest),
-		''
-	);
+	const movements = [...futureTransactions, ...forecasts]
+		.filter((entry) => entry.date > today && counted(entry.accountId))
+		.sort((a, b) => a.date.localeCompare(b.date));
+	const latestMovement = movements.at(-1)?.date ?? '';
 	const fallback = new Date(`${today}T12:00:00Z`);
 	fallback.setUTCFullYear(fallback.getUTCFullYear() + 1);
 	const horizon =
@@ -171,43 +189,71 @@ export function wealthProjection(
 			: settings?.endDate && settings.endDate > today
 				? settings.endDate
 				: latestMovement || fallback.toISOString().slice(0, 10);
-	const monthEnd = (year: number, month: number) =>
-		new Date(Date.UTC(year, month + 1, 0)).toISOString().slice(0, 10);
-	const start = new Date(`${today}T12:00:00Z`);
-	let year = start.getUTCFullYear();
-	let month = start.getUTCMonth();
+	const todayNumber = dayNumber(today);
+	const endNumber = dayNumber(horizon);
+	const items =
+		settings?.includeRecurring === false
+			? []
+			: recurring
+					.filter((item) => counted(item.accountId))
+					.map((item) => {
+						const named = { ...item, name: item.name ?? '' };
+						return { item: named, schedule: scheduleFor(named, history, today) };
+					});
+	const salary = items.find(
+		({ item, schedule }) =>
+			item.amountCents > 0 && /salary|salaris/i.test(item.name) && schedule.kind === 'monthly'
+	);
 	const yearly = Number(settings?.annualReturnPercent ?? 5) / 100;
 	const monthlyGrowth = Math.pow(1 + yearly, 1 / 12) - 1;
-	for (let index = 0; index < 1212; index++) {
-		const first = `${year}-${String(month + 1).padStart(2, '0')}-01`;
-		const end = monthEnd(year, month);
-		const date = end < horizon ? end : horizon;
-		if (date > today) {
-			for (const entry of movements.filter(
-				(item) => (index === 0 ? item.date > today : item.date >= first) && item.date <= date
-			)) {
-				if (entry.accountId !== null && accountKind.get(entry.accountId) === 'investment') {
-					invested += entry.amountCents;
-					if (entry.accountId === validInvestmentId) indexBalance += entry.amountCents;
-				} else spendable += entry.amountCents;
-			}
-			if (settings?.includeRecurring !== false && index > 0) {
-				for (const item of recurring) {
-					if (!counted(item.accountId)) continue;
-					if ((item.startsOn && item.startsOn > date) || (item.endsOn && item.endsOn < first))
-						continue;
-					const value = Math.round(monthlyCents(item.amountCents, item.cadence));
-					if (item.accountId !== null && accountKind.get(item.accountId) === 'investment') {
-						invested += value;
-						if (item.accountId === validInvestmentId) indexBalance += value;
-					} else spendable += value;
-				}
-			}
-			if (index > 0) {
-				const growth = Math.round(indexBalance * monthlyGrowth);
-				invested += growth;
-				indexBalance += growth;
-				const excess = Math.max(0, spendable - (settings?.reserveCents ?? 100000));
+	const reserve = settings?.reserveCents ?? 100000;
+	let year = Number(today.slice(0, 4));
+	let month = Number(today.slice(5, 7));
+	let next = 0;
+	for (let guard = 0; guard < 1213; guard++) {
+		const firstDay = dayOfMonth(year, month, 1);
+		if (firstDay > endNumber) break;
+		const length = daysInMonth(year, month);
+		const toSpendable = new Float64Array(length);
+		const toInvested = new Float64Array(length);
+		const toIndex = new Float64Array(length);
+		const add = (day: number, cents: number, accountId: number | null) => {
+			const offset = day - firstDay;
+			if (offset < 0 || offset >= length) return;
+			if (isInvestment(accountId)) {
+				toInvested[offset] += cents;
+				if (accountId === validInvestmentId) toIndex[offset] += cents;
+			} else toSpendable[offset] += cents;
+		};
+		while (next < movements.length && dayNumber(movements[next].date) < firstDay + length) {
+			const entry = movements[next++];
+			add(dayNumber(entry.date), entry.amountCents, entry.accountId);
+		}
+		for (const { item, schedule } of items) {
+			const flows = monthFlows(item, schedule, year, month, todayNumber);
+			for (const [day, cents] of flows.events) add(day, cents, item.accountId);
+			for (let day = flows.spreadFrom; day <= flows.spreadTo; day++)
+				add(day, flows.spread, item.accountId);
+		}
+		const paid =
+			salary?.schedule.kind === 'monthly'
+				? businessDay(dayOfMonth(year, month, salary.schedule.day), salary.schedule.shift)
+				: null;
+		const sweepDay =
+			paid === null ? firstDay + length - 1 : Math.min(paid + 1, firstDay + length - 1);
+		const dayGrowth = Math.pow(1 + monthlyGrowth, 1 / length);
+		for (let offset = 0; offset < length; offset++) {
+			const day = firstDay + offset;
+			if (day <= todayNumber) continue;
+			if (day > endNumber) break;
+			spendable += toSpendable[offset];
+			invested += toInvested[offset];
+			indexBalance += toIndex[offset];
+			const growth = indexBalance * (dayGrowth - 1);
+			invested += growth;
+			indexBalance += growth;
+			if (day === sweepDay) {
+				const excess = Math.max(0, spendable - reserve);
 				const contribution =
 					settings?.contributionMode === 'fixed'
 						? Math.min(excess, settings.fixedMonthlyCents)
@@ -216,14 +262,14 @@ export function wealthProjection(
 				invested += contribution;
 				indexBalance += contribution;
 			}
-			totalPoints.push({ date, value: spendable + invested });
-			spendablePoints.push({ date, value: spendable });
-			investedPoints.push({ date, value: invested });
+			const date = isoDay(day);
+			totalPoints.push({ date, value: Math.round(spendable + invested) });
+			spendablePoints.push({ date, value: Math.round(spendable) });
+			investedPoints.push({ date, value: Math.round(invested) });
 		}
-		if (end >= horizon) break;
 		month++;
-		if (month === 12) {
-			month = 0;
+		if (month === 13) {
+			month = 1;
 			year++;
 		}
 	}
@@ -234,6 +280,57 @@ export function wealthProjection(
 	];
 }
 
+/**
+ * Thins long series for drawing: per time bucket only the lowest and highest point stay (in
+ * date order), so a daily projection over decades keeps its spikes without plotting every day.
+ * The first and last points and the solid/dashed join are always kept.
+ */
+export function decimateSeries(series: ChartSeries[], buckets: number): ChartSeries[] {
+	const limit = Math.max(2, Math.floor(buckets)) * 2;
+	if (!series.some((line) => line.points.length > limit)) return series;
+	let from = Infinity;
+	let until = -Infinity;
+	for (const line of series)
+		if (line.points.length) {
+			from = Math.min(from, Date.parse(line.points[0].date));
+			until = Math.max(until, Date.parse(line.points.at(-1)!.date));
+		}
+	const span = until - from || 1;
+	return series.map((line) => {
+		if (line.points.length <= limit) return line;
+		const keep = new Uint8Array(line.points.length);
+		keep[0] = 1;
+		keep[line.points.length - 1] = 1;
+		if (line.dashedFrom) {
+			const join = line.points.findLastIndex((point) => point.date <= line.dashedFrom!);
+			if (join >= 0) keep[join] = 1;
+		}
+		let bucket = -1;
+		let low = -1;
+		let high = -1;
+		const flush = () => {
+			if (low >= 0) keep[low] = 1;
+			if (high >= 0) keep[high] = 1;
+		};
+		line.points.forEach((point, index) => {
+			const at = Math.min(
+				buckets - 1,
+				Math.floor(((Date.parse(point.date) - from) / span) * buckets)
+			);
+			if (at !== bucket) {
+				flush();
+				bucket = at;
+				low = high = index;
+				return;
+			}
+			if (point.value < line.points[low].value) low = index;
+			if (point.value > line.points[high].value) high = index;
+		});
+		flush();
+		return { ...line, points: line.points.filter((_, index) => keep[index]) };
+	});
+}
+
 export type TimelineView = 'total' | 'split' | 'accounts';
 
 /**
diff --git a/src/lib/money-tracker/scenarios.test.ts b/src/lib/money-tracker/scenarios.test.ts
index af94a44..03fc946 100644
--- a/src/lib/money-tracker/scenarios.test.ts
+++ b/src/lib/money-tracker/scenarios.test.ts
@@ -76,29 +76,73 @@ describe('runScenario', () => {
 		moveCostEuros: 0,
 		bonusPercentOfTarget: 0
 	};
-	it('runs monthly to the end date and starts from today', () => {
+	type Point = { date: string; cash: number; invested: number; total: number };
+	const on = (points: Point[], date: string) => points.find((point) => point.date === date)!;
+	it('runs day by day to the end date and starts from today', () => {
 		const result = runScenario(inputs, flat);
 		expect(result.points[0]).toMatchObject({ date: '2026-10-24', total: 350000 });
+		expect(result.points[1].date).toBe('2026-10-25');
 		expect(result.end.date).toBe('2030-12-31');
-		expect(result.points).toHaveLength(51);
+		expect(result.points).toHaveLength(1530);
 		expect(result.years.map((row) => row.year)).toEqual([2026, 2027, 2028, 2029, 2030]);
 	});
-	it('fills the buffer before investing and counts recurring income and costs', () => {
-		const result = runScenario(inputs, flat);
-		const november = result.points[1];
-		expect(november.cash).toBe(500000);
-		// 300k salary + 10k benefit + 28k one-off + 13th month 3/12 − 3k gym − 90k pre-move household.
-		expect(november.total).toBeCloseTo(350000 + 300000 + 10000 + 28000 + 51250 - 3000 - 90000, 0);
+	it('pays salary on payday, sweeps the excess the day after and counts recurring income and costs', () => {
+		const points = runScenario(inputs, flat).points;
+		// Without history the contract payday (the 25th) is used; €900 pre-move household is
+		// spread at €30 a day in November.
+		expect(on(points, '2026-11-25').total - on(points, '2026-11-24').total).toBeCloseTo(
+			300000 + 51250 - 3000,
+			0
+		);
+		// The benefit (paid on the 1st, a Sunday) moves to Monday.
+		expect(on(points, '2026-11-02').total - on(points, '2026-11-01').total).toBeCloseTo(
+			10000 - 3000,
+			0
+		);
+		expect(on(points, '2026-11-25').cash).toBeGreaterThan(500000);
+		expect(on(points, '2026-11-26').cash).toBe(500000);
+		// Rest of October: 7/31 of the €900 pre-move household. November: 300k salary + 10k benefit
+		// + 28k one-off + 13th month 3/12 − 3k gym − 90k pre-move household.
+		expect(on(points, '2026-11-30').total).toBeCloseTo(
+			350000 - (90000 * 7) / 31 + 300000 + 10000 + 28000 + 51250 - 3000 - 90000,
+			0
+		);
 	});
-	it('pays contract extras in May (holiday pay) and August (bonus)', () => {
-		const delta = (points: { total: number }[], index: number) =>
-			points[index].total - points[index - 1].total;
+	it('pays contract extras on payday in May (holiday pay) and August (bonus)', () => {
 		const flatRun = runScenario(inputs, flat).points;
-		// Index 7 is May 2027: holiday pay 8/12 of €1,950.
-		expect(delta(flatRun, 7) - delta(flatRun, 6)).toBeCloseTo(130000, 0);
+		const jump = (points: typeof flatRun, date: string, before: string) =>
+			on(points, date).total - on(points, before).total;
+		// Holiday pay 8/12 of €1,950 on top of the salary.
+		expect(jump(flatRun, '2027-05-25', '2027-05-24')).toBeCloseTo(300000 + 130000, 0);
+		expect(jump(flatRun, '2027-05-24', '2027-05-23')).toBeCloseTo(0, 0);
 		const bonus = runScenario(inputs, { ...flat, bonusPercentOfTarget: 100 }).points;
-		// Index 10 is August 2027: the first bonus, €850.
-		expect(delta(bonus, 10) - delta(flatRun, 10)).toBeCloseTo(85000, 0);
+		expect(on(bonus, '2027-08-24').total - on(flatRun, '2027-08-24').total).toBeCloseTo(0, 0);
+		expect(on(bonus, '2027-08-25').total - on(flatRun, '2027-08-25').total).toBeCloseTo(85000, 0);
+	});
+	it('uses the payday from history and moves it before a weekend', () => {
+		const withHistory = scenarioInputs({
+			accounts,
+			balances: new Map([[1, 200000]]),
+			recurring: [
+				{ name: 'Cargill salary', amountCents: 300000, cadence: 'monthly', accountId: 1 }
+			],
+			forecasts: [],
+			futureTransactions: [],
+			history: [
+				{ date: '2026-09-21', amountCents: 298000, description: 'Salaris Cargill' },
+				{ date: '2026-10-21', amountCents: 298653, description: 'Salaris Cargill' }
+			],
+			today: '2026-10-24',
+			endDate: '2027-01-31'
+		});
+		expect(withHistory.payday?.day).toBe(21);
+		const points = runScenario(withHistory, flat).points;
+		// 21 November 2026 is a Saturday, so the salary lands on Friday the 20th.
+		expect(on(points, '2026-11-20').total - on(points, '2026-11-19').total).toBeGreaterThan(300000);
+		expect(on(points, '2026-12-21').total - on(points, '2026-12-20').total).toBeCloseTo(
+			300000 - 90000 / 31,
+			0
+		);
 	});
 	it('orders the default scenarios from pessimistic to optimistic', () => {
 		const [pessimistic, realistic, optimistic] = (
@@ -148,7 +192,7 @@ describe('runScenario', () => {
 			hopGapMonths: 4,
 			salaryCapEuros: 60000
 		});
-		expect(result.points).toHaveLength(1201);
+		expect(result.points).toHaveLength(36525);
 		const byYear = new Map(result.years.map((row) => [row.year, row]));
 		expect(byYear.get(2029)!.events).toEqual(['Between jobs (4 mo)']);
 		expect(byYear.get(2030)!.events).toEqual(['New job']);
diff --git a/src/lib/money-tracker/scenarios.ts b/src/lib/money-tracker/scenarios.ts
index 7a8d250..784e98e 100644
--- a/src/lib/money-tracker/scenarios.ts
+++ b/src/lib/money-tracker/scenarios.ts
@@ -9,6 +9,17 @@
  */
 
 import type { ChartSeries } from './charts';
+import {
+	businessDay,
+	dayNumber,
+	dayOfMonth,
+	daysInMonth,
+	isoDay,
+	monthFlows,
+	scheduleFor,
+	type HistoryTransaction,
+	type ItemSchedule
+} from './schedule';
 
 export type ScenarioId = 'pessimistic' | 'realistic' | 'optimistic';
 export const scenarioIds: ScenarioId[] = ['pessimistic', 'realistic', 'optimistic'];
@@ -246,6 +257,8 @@ export type ScenarioRecurring = {
 	endsOn?: string | null;
 };
 export type ScenarioMovement = { date: string; amountCents: number; description: string };
+/** A recurring item with the days it hits (see schedule.ts). */
+export type ScheduledRecurring = ScenarioRecurring & { schedule: ItemSchedule };
 
 export type ScenarioInputs = {
 	today: string;
@@ -254,10 +267,12 @@ export type ScenarioInputs = {
 	investedCents: number;
 	/** Net salary per month from the recurring list. */
 	netSalaryCents: number;
+	/** Salary payday from the bank history (null: the contract's 25th). */
+	payday: { day: number; shift: 'none' | 'before' | 'after'; source: string } | null;
 	/** Recurring items other than salary and Joint income. */
-	personal: ScenarioRecurring[];
+	personal: ScheduledRecurring[];
 	/** Joint recurring costs, shared after the move. */
-	household: ScenarioRecurring[];
+	household: ScheduledRecurring[];
 	/** Rent start: the move month. */
 	moveDate: string | null;
 	oneOffs: ScenarioMovement[];
@@ -300,18 +315,6 @@ const salaryPattern = /salary|salaris/i;
 /** Tracker estimates the scenarios model themselves (holiday pay, 13th month, bonus). */
 const modelledPattern = /cargill|holiday|vakantiegeld|13th|dertiende|bonus/i;
 
-function monthly(item: ScenarioRecurring) {
-	return item.cadence === 'weekly'
-		? (item.amountCents * 52) / 12
-		: item.cadence === 'yearly'
-			? item.amountCents / 12
-			: item.amountCents;
-}
-
-function activeIn(item: ScenarioRecurring, first: string, last: string) {
-	return !(item.startsOn && item.startsOn > last) && !(item.endsOn && item.endsOn < first);
-}
-
 /** Splits tracker data into the pieces the scenario model needs. */
 export function scenarioInputs(input: {
 	accounts: { id: number; kind: string; name: string; includeInTotal?: boolean }[];
@@ -326,6 +329,8 @@ export function scenarioInputs(input: {
 	}[];
 	today: string;
 	endDate?: string | null;
+	/** Bank transactions through today, to find the day each recurring item hits. */
+	history?: HistoryTransaction[];
 }): ScenarioInputs {
 	const counted = input.accounts.filter((account) => account.includeInTotal !== false);
 	const countedIds = new Set(counted.map((account) => account.id));
@@ -354,15 +359,25 @@ export function scenarioInputs(input: {
 				!modelledPattern.test(item.description)
 		)
 		.map(({ date, amountCents, description }) => ({ date, amountCents, description }));
+	const history = input.history ?? [];
+	const scheduled = (item: ScenarioRecurring): ScheduledRecurring => ({
+		...item,
+		schedule: scheduleFor(item, history, input.today)
+	});
+	const salarySchedule = salary ? scheduleFor(salary, history, input.today) : null;
 	return {
 		today: input.today,
 		endDate: input.endDate && input.endDate > input.today ? input.endDate : '2030-12-31',
 		spendableCents: spendable,
 		investedCents: invested,
 		netSalaryCents: salary?.amountCents ?? 0,
+		payday:
+			salarySchedule?.kind === 'monthly' && salarySchedule.last
+				? { day: salarySchedule.day, shift: 'before', source: salarySchedule.source }
+				: null,
 		// Joint income (your partner's salary) pays her share of the household, so it stays out.
-		personal: recurring.filter((item) => item !== salary && !isJoint(item)),
-		household,
+		personal: recurring.filter((item) => item !== salary && !isJoint(item)).map(scheduled),
+		household: household.map(scheduled),
 		moveDate: rent?.startsOn ?? null,
 		oneOffs
 	};
@@ -410,6 +425,17 @@ export function marketReturns(params: ScenarioParams) {
 	};
 }
 
+/** Contract payday (the 25th) when the bank history has no salary yet. */
+const contractPayday = 25;
+
+/**
+ * Runs one scenario day by day from tomorrow to the end date. Every flow lands on its own day:
+ * salary and its extras on payday, recurring items on the days the bank history (or their start
+ * date) puts them, variable budgets spread over the days of the month, one-offs on their date.
+ * Investing happens the day after payday (everything above the buffer), returns compound daily,
+ * and investments are sold on any day the cash would go below zero. Amounts per month are the
+ * same as a monthly model's; only the timing within the month differs.
+ */
 export function runScenario(inputs: ScenarioInputs, params: ScenarioParams): ScenarioResult {
 	const facts = scenarioFacts;
 	const baseGross = facts.grossCents;
@@ -425,6 +451,9 @@ export function runScenario(inputs: ScenarioInputs, params: ScenarioParams): Sce
 		params.hopEveryYears > 0 &&
 		year >= params.firstHopYear &&
 		(year - params.firstHopYear) % Math.max(1, Math.round(params.hopEveryYears)) === 0;
+	const payday = inputs.payday ?? { day: contractPayday, shift: 'before' as const };
+	const todayNumber = dayNumber(inputs.today);
+	const endNumber = dayNumber(inputs.endDate);
 	let cash = inputs.spendableCents;
 	let invested = inputs.investedCents;
 	let basis = inputs.investedCents;
@@ -444,11 +473,12 @@ export function runScenario(inputs: ScenarioInputs, params: ScenarioParams): Sce
 	];
 	const years = new Map<number, ScenarioYear>();
 	const target = facts.targetMonthlyCents;
+	let buffer = facts.bufferCents;
 	const milestones: { label: string; date: string | null; test: () => boolean }[] = [
 		{
 			label: 'Cash buffer full',
 			date: null,
-			test: () => cash >= facts.bufferCents * deflator - 100
+			test: () => cash >= buffer - 100
 		},
 		...[10_000, 100_000, 250_000, 1_000_000].map((euros) => ({
 			label: `€${euros >= 1_000_000 ? `${euros / 1_000_000}M` : `${euros / 1000}k`} invested`,
@@ -475,170 +505,268 @@ export function runScenario(inputs: ScenarioInputs, params: ScenarioParams): Sce
 		Number(firstMonth.slice(5, 7)) +
 		1;
 	const moveDate = inputs.moveDate ?? '9999-12-31';
-	for (let index = 0; index < Math.min(totalMonths, 1212); index++) {
+	const moveMonth = moveDate.slice(0, 7) + '-01';
+	const moveDay = inputs.moveDate ? dayNumber(inputs.moveDate) : 0;
+	const yearRow = (year: number) =>
+		years.get(year) ??
+		years
+			.set(year, {
+				year,
+				income: 0,
+				spending: 0,
+				saved: 0,
+				savingsRate: 0,
+				total: 0,
+				invested: 0,
+				real: 0,
+				box3: 0,
+				age: year - facts.birthYear,
+				grossMonthly: 0,
+				baseReal: 0,
+				role: '',
+				events: []
+			})
+			.get(year)!;
+	// Index -1 is the rest of the current month (only recurring items, budgets and one-offs; the
+	// salary for it has been paid), then one index per calendar month.
+	for (let index = -1; index < Math.min(totalMonths, 1212); index++) {
 		const first = addMonths(firstMonth, index);
 		const last = monthEnd(first);
-		const date = last < inputs.endDate ? last : inputs.endDate;
 		const year = Number(first.slice(0, 4));
 		const month = Number(first.slice(5, 7));
-		deflator *= monthlyInflation;
-		const row =
-			years.get(year) ??
-			years
-				.set(year, {
-					year,
-					income: 0,
-					spending: 0,
-					saved: 0,
-					savingsRate: 0,
-					total: 0,
-					invested: 0,
-					real: 0,
-					box3: 0,
-					age: year - facts.birthYear,
-					grossMonthly: 0,
-					baseReal: 0,
-					role: '',
-					events: []
-				})
-				.get(year)!;
+		const firstDay = dayNumber(first);
+		const length = daysInMonth(year, month);
+		const partial = index < 0;
+		const row = yearRow(year);
+		const startDeflator = deflator;
+		// The current month only inflates over its remaining days.
+		const monthInflation = partial
+			? Math.pow(monthlyInflation, (firstDay + length - 1 - todayNumber) / length)
+			: monthlyInflation;
+		deflator *= monthInflation;
 		if (month === 1) {
 			investedAtYearStart = invested;
 			contributedThisYear = 0;
 			realisedThisYear = 0;
 		}
+		const flow = new Float64Array(length);
+		const at = (day: number, cents: number) => {
+			const offset = day - firstDay;
+			if (offset >= 0 && offset < length) flow[offset] += cents;
+		};
+		/** Spreads a month's amount over its days, from tomorrow in the current month. */
+		const spreadMonth = (cents: number, from = firstDay, to = firstDay + length - 1) => {
+			const perDay = cents / length;
+			for (let day = Math.max(from, todayNumber + 1); day <= to; day++) at(day, perDay);
+		};
+		const paid = businessDay(dayOfMonth(year, month, payday.day), payday.shift);
 		const retired = first >= retireStart;
-		// Salary path: extension or next job after the contract (optional gap), raises, job hops
-		// in October (optional gap before each), capped at the career plateau in today's euros.
-		const hopStart = isHopYear(year) ? `${year}-10-01` : null;
-		// A gap that starts in October can run into the next year.
-		const hops = [year - 1, year].filter(isHopYear).map((hopYear) => {
-			const start = `${hopYear}-10-01`;
-			return { start, end: addMonths(start, Math.max(0, params.hopGapMonths)) };
-		});
-		const inHopGap = hops.some((hop) => first >= hop.start && first < hop.end);
-		const hopEnd = hops.find((hop) => hop.end === first)?.end ?? null;
-		const inContractGap = params.gapMonths > 0 && first >= gapStart && first < gapEnd;
-		const employed = !retired && !inHopGap && !inContractGap;
-		if (first === gapStart) {
-			gross = baseGross * (1 + pct(params.nextJobPercent));
-			row.events.push(
-				params.gapMonths > 0 ? `Contract ends, ${params.gapMonths} mo gap` : 'Contract renewed'
-			);
-		}
-		if (
-			first > gapStart &&
-			year >= params.raiseFromYear &&
-			month === params.raiseMonth &&
-			!(hopStart && month === 10)
-		)
-			gross *= 1 + pct(params.raisePercent);
-		const cap = ((params.salaryCapEuros * 100) / 12) * deflator;
-		if (hopStart && first === hopStart && params.hopGapMonths > 0 && !retired)
-			row.events.push(`Between jobs (${params.hopGapMonths} mo)`);
-		if (hopEnd && first === hopEnd && !retired) {
-			const plateau = gross >= cap * 0.99;
-			gross *= 1 + pct(params.hopRaisePercent);
-			row.events.push(
-				(params.hopGapMonths > 0 ? 'New job' : 'Job hop') + (plateau ? ' (at plateau)' : '')
-			);
-		}
-		if (gross > cap) gross = cap;
-		const jobChange =
-			first === retireStart ||
-			(hopStart !== null && first === hopStart) ||
-			(params.gapMonths > 0 && first === gapStart);
 		let income = 0;
-		if (employed) income += netFromGross(gross);
-		else if (!retired) income += params.gapNetEuros * 100 * deflator;
-		if (employed) {
-			accruedHoliday += (facts.holidayNetYearCents / 12) * (gross / baseGross);
-			accrued13 += (facts.thirteenthNetYearCents / 12) * (gross / baseGross);
-		}
-		if (month === 5 || jobChange) {
-			income += accruedHoliday;
-			accruedHoliday = 0;
-		}
-		if (month === 11 || jobChange) {
-			income += accrued13;
-			accrued13 = 0;
-		}
-		if (month === 8 && year >= facts.firstBonusYear && employed)
-			income +=
-				pct(params.bonusPercentOfTarget) *
-				(year === facts.firstBonusYear
-					? facts.firstBonusCents
-					: facts.bonusNetYearCents * (gross / baseGross));
-		if (retired) {
-			income += params.pensionNetEuros * 100 * deflator;
-			if (first === retireStart) row.events.push(`Retire at ${params.retireAge}`);
-		} else {
-			const ramp = Math.min(1, Math.max(0, (index - 3) / 57));
-			const sideGross =
-				params.sideStartEuros + (params.sideEndEuros - params.sideStartEuros) * ramp;
-			income += sideGross * 100 * deflator * (1 - facts.sideTaxRate);
+		let spending = 0;
+		let employed = false;
+		if (!partial) {
+			// Salary path: extension or next job after the contract (optional gap), raises, job hops
+			// in October (optional gap before each), capped at the career plateau in today's euros.
+			const hopStart = isHopYear(year) ? `${year}-10-01` : null;
+			// A gap that starts in October can run into the next year.
+			const hops = [year - 1, year].filter(isHopYear).map((hopYear) => {
+				const start = `${hopYear}-10-01`;
+				return { start, end: addMonths(start, Math.max(0, params.hopGapMonths)) };
+			});
+			const inHopGap = hops.some((hop) => first >= hop.start && first < hop.end);
+			const hopEnd = hops.find((hop) => hop.end === first)?.end ?? null;
+			const inContractGap = params.gapMonths > 0 && first >= gapStart && first < gapEnd;
+			employed = !retired && !inHopGap && !inContractGap;
+			if (first === gapStart) {
+				gross = baseGross * (1 + pct(params.nextJobPercent));
+				row.events.push(
+					params.gapMonths > 0 ? `Contract ends, ${params.gapMonths} mo gap` : 'Contract renewed'
+				);
+			}
+			if (
+				first > gapStart &&
+				year >= params.raiseFromYear &&
+				month === params.raiseMonth &&
+				!(hopStart && month === 10)
+			)
+				gross *= 1 + pct(params.raisePercent);
+			const cap = ((params.salaryCapEuros * 100) / 12) * deflator;
+			if (hopStart && first === hopStart && params.hopGapMonths > 0 && !retired)
+				row.events.push(`Between jobs (${params.hopGapMonths} mo)`);
+			if (hopEnd && first === hopEnd && !retired) {
+				const plateau = gross >= cap * 0.99;
+				gross *= 1 + pct(params.hopRaisePercent);
+				row.events.push(
+					(params.hopGapMonths > 0 ? 'New job' : 'Job hop') + (plateau ? ' (at plateau)' : '')
+				);
+			}
+			if (gross > cap) gross = cap;
+			const jobChange =
+				first === retireStart ||
+				(hopStart !== null && first === hopStart) ||
+				(params.gapMonths > 0 && first === gapStart);
+			// Pay, benefit or pension, and the contract extras: all on payday.
+			let pay = 0;
+			if (employed) pay += netFromGross(gross);
+			else if (!retired) pay += params.gapNetEuros * 100 * deflator;
+			if (employed) {
+				accruedHoliday += (facts.holidayNetYearCents / 12) * (gross / baseGross);
+				accrued13 += (facts.thirteenthNetYearCents / 12) * (gross / baseGross);
+			}
+			if (month === 5 || jobChange) {
+				pay += accruedHoliday;
+				accruedHoliday = 0;
+			}
+			if (month === 11 || jobChange) {
+				pay += accrued13;
+				accrued13 = 0;
+			}
+			if (month === 8 && year >= facts.firstBonusYear && employed)
+				pay +=
+					pct(params.bonusPercentOfTarget) *
+					(year === facts.firstBonusYear
+						? facts.firstBonusCents
+						: facts.bonusNetYearCents * (gross / baseGross));
+			if (retired) {
+				pay += params.pensionNetEuros * 100 * deflator;
+				if (first === retireStart) row.events.push(`Retire at ${params.retireAge}`);
+			}
+			income += pay;
+			at(paid, pay);
+			if (!retired) {
+				// Side income: invoices come in through the month, so it is spread.
+				const ramp = Math.min(1, Math.max(0, (index - 3) / 57));
+				const sideGross =
+					params.sideStartEuros + (params.sideEndEuros - params.sideStartEuros) * ramp;
+				const side = sideGross * 100 * deflator * (1 - facts.sideTaxRate);
+				income += side;
+				spreadMonth(side);
+			}
+			if (index >= 3)
+				spendGrowth *= Math.pow(
+					1 + pct(index < 123 ? params.spendGrowthPercent : params.inflationPercent),
+					1 / 12
+				);
 		}
 		// Recurring items from the tracker (positive ones such as benefits count as income).
-		if (index >= 3)
-			spendGrowth *= Math.pow(
-				1 + pct(index < 123 ? params.spendGrowthPercent : params.inflationPercent),
-				1 / 12
-			);
-		let spending = 0;
-		for (const item of inputs.personal) {
-			if (!activeIn(item, first, last)) continue;
-			const value = monthly(item);
-			if (value >= 0) income += retired ? 0 : value;
-			else spending -= value * spendGrowth;
+		const addItem = (item: ScheduledRecurring, scale: number, incomeAllowed: boolean) => {
+			const flows = monthFlows(item, item.schedule, year, month, todayNumber);
+			for (const [day, cents] of flows.events) {
+				if (cents >= 0) {
+					if (!incomeAllowed) continue;
+					income += cents;
+					at(day, cents);
+				} else {
+					spending -= cents * scale;
+					at(day, cents * scale);
+				}
+			}
+			if (flows.spread && flows.spreadTo >= flows.spreadFrom) {
+				const cents = flows.spread * (flows.spreadTo - flows.spreadFrom + 1);
+				if (cents >= 0) {
+					if (!incomeAllowed) return;
+					income += cents;
+					for (let day = flows.spreadFrom; day <= flows.spreadTo; day++) at(day, flows.spread);
+				} else {
+					spending -= cents * scale;
+					for (let day = flows.spreadFrom; day <= flows.spreadTo; day++)
+						at(day, flows.spread * scale);
+				}
+			}
+		};
+		for (const item of inputs.personal) addItem(item, spendGrowth, !retired);
+		// Spending not in the recurring list: spread over the month.
+		const remaining = partial ? (firstDay + length - 1 - todayNumber) / length : 1;
+		const other = params.otherSpendEuros * 100 * spendGrowth;
+		spending += other * remaining;
+		spreadMonth(-other);
+		if (first >= '2027-01-01') {
+			// Health insurance premium: collected on the 1st.
+			const premium = params.healthInsuranceEuros * 100 * spendGrowth;
+			const day = dayOfMonth(year, month, 1);
+			if (day > todayNumber) {
+				spending += premium;
+				at(day, -premium);
+			}
 		}
-		spending += params.otherSpendEuros * 100 * spendGrowth;
-		if (first >= '2027-01-01') spending += params.healthInsuranceEuros * 100 * spendGrowth;
-		if (first < moveDate.slice(0, 7) + '-01') spending += facts.preMoveHouseholdCents;
-		else {
-			let household = params.householdExtraEuros * 100;
-			for (const item of inputs.household)
-				if (activeIn(item, first, last)) household -= monthly(item);
-			spending += household * pct(params.householdSharePercent) * spendGrowth;
+		if (first < moveMonth) {
+			spending += facts.preMoveHouseholdCents * remaining;
+			spreadMonth(-facts.preMoveHouseholdCents);
+		} else {
+			const share = pct(params.householdSharePercent) * spendGrowth;
+			const extra = params.householdExtraEuros * 100 * share;
+			spending += extra * remaining;
+			spreadMonth(-extra);
+			for (const item of inputs.household) addItem(item, share, false);
 		}
-		if (first === moveDate.slice(0, 7) + '-01') spending += params.moveCostEuros * 100;
-		if (year >= facts.duoFrom && year <= facts.duoUntil) spending += facts.duoCents;
-		for (const item of inputs.oneOffs)
-			if ((index === 0 ? item.date > inputs.today : item.date >= first) && item.date <= last) {
+		if (first === moveMonth && moveDay > todayNumber) {
+			spending += params.moveCostEuros * 100;
+			at(moveDay, -params.moveCostEuros * 100);
+		}
+		if (!partial && year >= facts.duoFrom && year <= facts.duoUntil) {
+			// DUO collects the repayment around the 24th.
+			spending += facts.duoCents;
+			at(dayOfMonth(year, month, 24), -facts.duoCents);
+		}
+		for (const item of inputs.oneOffs) {
+			const day = dayNumber(item.date);
+			if (day > todayNumber && day >= firstDay && day < firstDay + length) {
 				if (item.amountCents >= 0) income += item.amountCents;
 				else spending -= item.amountCents;
+				at(day, item.amountCents);
 			}
+		}
 		let tax = 0;
-		if (month === 5) {
+		if (month === 5 && !partial) {
+			// Box 3 assessment for the previous year, paid at the start of May.
 			tax = box3Due;
 			box3Due = 0;
+			at(firstDay, -tax);
 		}
-		cash += income - spending - tax;
-		// Returns: crash and correction years spread their drop over March–October.
+		// Returns: crash and correction years spread their drop over March–October; daily
+		// compounding gives the same monthly return.
 		const market = markets.yearReturn(year);
-		const rate =
+		const monthRate =
 			market.kind === 'normal'
 				? Math.pow(1 + market.rate, 1 / 12) - 1
 				: month >= 3 && month <= 10
 					? Math.pow(1 + market.rate, 1 / 8) - 1
 					: 0;
-		invested += invested * rate;
-		cash *= Math.pow(1 + pct(params.cashRatePercent), 1 / 12);
-		const buffer = facts.bufferCents * deflator;
-		if (cash > buffer) {
-			const extra = cash - buffer;
-			invested += extra;
-			basis += extra;
-			contributedThisYear += extra;
-			cash = buffer;
-		} else if (cash < 0 && invested > 0) {
-			// Withdrawals: sell investments to cover the shortfall.
-			const sold = Math.min(invested, -cash);
-			const soldBasis = invested > 0 ? basis * (sold / invested) : 0;
-			realisedThisYear += sold - soldBasis;
-			basis -= soldBasis;
-			invested -= sold;
-			contributedThisYear -= sold;
-			cash += sold;
+		const dayGrowth = Math.pow(1 + monthRate, 1 / length);
+		const dayCash = Math.pow(1 + pct(params.cashRatePercent), 1 / 12 / length);
+		const dayInflation = Math.pow(monthlyInflation, 1 / length);
+		const sweepDay = Math.min(paid + 1, firstDay + length - 1);
+		let dayDeflator = partial ? 1 : startDeflator;
+		buffer = facts.bufferCents * deflator;
+		for (let offset = 0; offset < length; offset++) {
+			const day = firstDay + offset;
+			if (day <= todayNumber) continue;
+			if (day > endNumber) break;
+			dayDeflator *= dayInflation;
+			cash += flow[offset];
+			invested *= dayGrowth;
+			cash *= dayCash;
+			if (day === sweepDay && cash > buffer) {
+				// Investing right after payday: everything above the buffer.
+				const extra = cash - buffer;
+				invested += extra;
+				basis += extra;
+				contributedThisYear += extra;
+				cash = buffer;
+			} else if (cash < 0 && invested > 0) {
+				// Withdrawals: sell investments to cover the shortfall.
+				const sold = Math.min(invested, -cash);
+				const soldBasis = invested > 0 ? basis * (sold / invested) : 0;
+				realisedThisYear += sold - soldBasis;
+				basis -= soldBasis;
+				invested -= sold;
+				contributedThisYear -= sold;
+				cash += sold;
+			}
+			const total = cash + invested;
+			points.push({ date: isoDay(day), cash, invested, total, real: total / dayDeflator });
+			for (const milestone of milestones)
+				if (milestone.date === null && milestone.test()) milestone.date = first.slice(0, 7);
 		}
 		if (month === 12) {
 			const gain = invested - investedAtYearStart - contributedThisYear;
@@ -659,21 +787,28 @@ export function runScenario(inputs: ScenarioInputs, params: ScenarioParams): Sce
 			}
 		}
 		const total = cash + invested;
-		const real = total / deflator;
-		recentRealIncome.push(income / deflator);
-		if (recentRealIncome.length > 12) recentRealIncome.shift();
-		points.push({ date, cash, invested, total, real });
+		if (!partial) {
+			recentRealIncome.push(income / deflator);
+			if (recentRealIncome.length > 12) recentRealIncome.shift();
+		}
 		row.income += income;
 		row.spending += spending + tax;
 		row.box3 += tax;
 		row.total = total;
 		row.invested = invested;
-		row.real = real;
-		row.grossMonthly = employed ? gross : 0;
-		row.baseReal = retired ? 0 : (gross * 12) / deflator / 100;
-		row.role = retired ? 'Retired' : roleFor(row.baseReal);
+		row.real = total / deflator;
+		if (!partial) {
+			row.grossMonthly = employed ? gross : 0;
+			row.baseReal = retired ? 0 : (gross * 12) / deflator / 100;
+			row.role = retired ? 'Retired' : roleFor(row.baseReal);
+		} else {
+			row.grossMonthly = gross;
+			row.baseReal = (gross * 12) / 100;
+			row.role = roleFor(row.baseReal);
+		}
 		for (const milestone of milestones)
 			if (milestone.date === null && milestone.test()) milestone.date = first.slice(0, 7);
+		if (last >= inputs.endDate) break;
 	}
 	for (const row of years.values()) {
 		row.saved = row.income - row.spending;
diff --git a/src/lib/money-tracker/schedule.test.ts b/src/lib/money-tracker/schedule.test.ts
new file mode 100644
index 0000000..b6cc777
--- /dev/null
+++ b/src/lib/money-tracker/schedule.test.ts
@@ -0,0 +1,152 @@
+import { describe, expect, it } from 'vitest';
+import {
+	businessDay,
+	dayNumber,
+	dayOfMonth,
+	isoDay,
+	monthFlows,
+	parseInterval,
+	scheduleFor,
+	scheduleLabel,
+	type HistoryTransaction
+} from './schedule';
+
+const today = '2026-10-26';
+const at = (date: string) => dayNumber(date);
+const dates = (events: [number, number][]) => events.map(([day]) => isoDay(day));
+
+describe('day helpers', () => {
+	it('clamps a day of the month to the month end', () => {
+		expect(isoDay(dayOfMonth(2027, 2, 31))).toBe('2027-02-28');
+		expect(isoDay(dayOfMonth(2028, 2, 30))).toBe('2028-02-29');
+		expect(isoDay(dayOfMonth(2027, 4, 31))).toBe('2027-04-30');
+	});
+	it('moves weekend days to the Friday before or the Monday after', () => {
+		// 21 Nov 2026 is a Saturday, 22 Nov a Sunday.
+		expect(isoDay(businessDay(at('2026-11-21'), 'before'))).toBe('2026-11-20');
+		expect(isoDay(businessDay(at('2026-11-22'), 'before'))).toBe('2026-11-20');
+		expect(isoDay(businessDay(at('2026-11-21'), 'after'))).toBe('2026-11-23');
+		expect(isoDay(businessDay(at('2026-11-21'), 'none'))).toBe('2026-11-21');
+		expect(isoDay(businessDay(at('2026-11-23'), 'before'))).toBe('2026-11-23');
+	});
+	it('reads "every N weeks" from a name', () => {
+		expect(parseInterval('Basic-Fit (€29.99 every 4 weeks)')).toEqual({
+			everyDays: 28,
+			perChargeCents: 2999
+		});
+		expect(parseInterval('Haircut every 6 weeks')).toEqual({ everyDays: 42, perChargeCents: null });
+		expect(parseInterval('Spotify')).toBeNull();
+	});
+});
+
+describe('scheduleFor', () => {
+	const history: HistoryTransaction[] = [
+		{ date: '2026-07-18', amountCents: -899, description: 'Amazon Prime' },
+		{ date: '2026-08-18', amountCents: -899, description: 'Amazon Prime' },
+		{ date: '2026-09-17', amountCents: -899, description: 'AMAZON PRIME NL' },
+		{ date: '2026-10-18', amountCents: -899, description: 'Amazon Prime' },
+		{ date: '2026-10-18', amountCents: -12000, description: 'Amazon order' },
+		{ date: '2026-10-19', amountCents: -2999, description: 'Basic-Fit Nederland' },
+		{ date: '2025-10-09', amountCents: -1849, description: 'Apple.com/bill Authenticator' },
+		{ date: '2026-10-09', amountCents: -1849, description: 'APPLE.COM/BILL' },
+		{ date: '2026-10-21', amountCents: 298653, description: 'Salaris Cargill BV' }
+	];
+	it('uses the most common recent day of the month for monthly charges', () => {
+		const schedule = scheduleFor(
+			{ name: 'Amazon Prime', amountCents: -899, cadence: 'monthly' },
+			history,
+			today
+		);
+		expect(schedule).toMatchObject({ kind: 'monthly', day: 18, shift: 'none', last: '2026-10-18' });
+		expect(scheduleLabel(schedule)).toBe('on the 18th');
+	});
+	it('moves salary before weekends', () => {
+		expect(
+			scheduleFor(
+				{ name: 'Cargill salary', amountCents: 298653, cadence: 'monthly' },
+				history,
+				today
+			)
+		).toMatchObject({ kind: 'monthly', day: 21, shift: 'before' });
+	});
+	it('runs N-weekly items on an exact cadence from the last charge', () => {
+		const item = {
+			name: 'Basic-Fit (€29.99 every 4 weeks)',
+			amountCents: -3249,
+			cadence: 'monthly'
+		};
+		const schedule = scheduleFor(item, history, today);
+		expect(schedule).toMatchObject({
+			kind: 'interval',
+			everyDays: 28,
+			anchor: '2026-10-19',
+			perChargeCents: -2999
+		});
+		expect(dates(monthFlows(item, schedule, 2026, 11, at(today)).events)).toEqual(['2026-11-16']);
+		expect(dates(monthFlows(item, schedule, 2026, 12, at(today)).events)).toEqual(['2026-12-14']);
+		// 13 charges a year.
+		let count = 0;
+		for (let month = 1; month <= 12; month++)
+			count += monthFlows(item, schedule, 2027, month, at(today)).events.length;
+		expect(count).toBe(13);
+	});
+	it('puts yearly items on their renewal date and skips the one just charged', () => {
+		const item = { name: 'Authenticator (Apple)', amountCents: -1849, cadence: 'yearly' };
+		const schedule = scheduleFor(item, history, today);
+		expect(schedule).toMatchObject({ kind: 'yearly', month: 10, day: 9 });
+		expect(monthFlows(item, schedule, 2026, 10, at('2026-10-01')).events).toEqual([]);
+		expect(dates(monthFlows(item, schedule, 2027, 10, at(today)).events)).toEqual(['2027-10-09']);
+		const future = {
+			name: 'Cloudflare vash.software',
+			amountCents: -2920,
+			cadence: 'yearly',
+			startsOn: '2028-01-30'
+		};
+		const futureSchedule = scheduleFor(future, history, today);
+		expect(futureSchedule).toMatchObject({ kind: 'yearly', month: 1, day: 30 });
+		expect(monthFlows(future, futureSchedule, 2027, 1, at(today)).events).toEqual([]);
+		expect(dates(monthFlows(future, futureSchedule, 2028, 1, at(today)).events)).toEqual([
+			'2028-01-30'
+		]);
+	});
+	it('uses a future start date and respects the end date', () => {
+		const item = {
+			name: 'Grok',
+			amountCents: -3000,
+			cadence: 'monthly',
+			startsOn: '2026-11-24',
+			endsOn: '2027-01-31'
+		};
+		const schedule = scheduleFor(item, [], today);
+		expect(schedule).toMatchObject({ kind: 'monthly', day: 24 });
+		expect(dates(monthFlows(item, schedule, 2026, 11, at(today)).events)).toEqual(['2026-11-24']);
+		expect(monthFlows(item, schedule, 2027, 2, at(today)).events).toEqual([]);
+	});
+	it('skips a monthly charge that already happened this month', () => {
+		const item = { name: 'Amazon Prime', amountCents: -899, cadence: 'monthly' };
+		const schedule = scheduleFor(item, history, today);
+		expect(monthFlows(item, schedule, 2026, 10, at('2026-10-10')).events).toEqual([]);
+		expect(dates(monthFlows(item, schedule, 2026, 11, at(today)).events)).toEqual(['2026-11-18']);
+	});
+	it('spreads budgets over the month and the vacation over July and August', () => {
+		const groceries = {
+			name: 'Groceries',
+			amountCents: -25000,
+			cadence: 'monthly',
+			startsOn: '2027-01-01'
+		};
+		const schedule = scheduleFor(groceries, [], today);
+		expect(schedule.kind).toBe('spread');
+		const january = monthFlows(groceries, schedule, 2027, 1, at(today));
+		expect(january.events).toEqual([]);
+		expect(january.spread * (january.spreadTo - january.spreadFrom + 1)).toBeCloseTo(-25000, 6);
+		const rest = monthFlows({ ...groceries, startsOn: null }, schedule, 2026, 10, at(today));
+		expect(rest.spread * (rest.spreadTo - rest.spreadFrom + 1)).toBeCloseTo((-25000 * 5) / 31, 6);
+		const vacation = { name: 'Vacation', amountCents: -500000, cadence: 'yearly' };
+		const summer = scheduleFor(vacation, [], today);
+		expect(scheduleLabel(summer)).toBe('Jul–Aug');
+		expect(monthFlows(vacation, summer, 2027, 6, at(today)).spread).toBe(0);
+		const july = monthFlows(vacation, summer, 2027, 7, at(today));
+		expect(july.spread * 31).toBeCloseTo(-250000, 6);
+	});
+});
diff --git a/src/lib/money-tracker/schedule.ts b/src/lib/money-tracker/schedule.ts
new file mode 100644
index 0000000..b0d23f8
--- /dev/null
+++ b/src/lib/money-tracker/schedule.ts
@@ -0,0 +1,388 @@
+/**
+ * Day-accurate timing for recurring items: on which days a recurring cash flow actually hits.
+ *
+ * Nothing here needs extra columns. Each item's timing is derived from what the tracker already
+ * has: the bank history (the most common day of the month among recent matching charges, or the
+ * last charge for N-weekly and yearly items), the item's start date, and its name ("€29.99 every
+ * 4 weeks"). Variable budgets (groceries, takeout, Club Animo, …) are spread evenly over the days
+ * of the month, and the vacation budget over July and August. Dates are ISO strings; internally
+ * days are counted from 1970-01-01 (UTC) so the daily simulations stay fast.
+ */
+
+export type ScheduleItem = {
+	name: string;
+	amountCents: number;
+	cadence: string;
+	startsOn?: string | null;
+	endsOn?: string | null;
+};
+export type HistoryTransaction = { date: string; amountCents: number; description: string };
+
+export type ItemSchedule =
+	| {
+			kind: 'monthly';
+			day: number;
+			shift: 'none' | 'before' | 'after';
+			source: string;
+			last: string | null;
+	  }
+	| {
+			kind: 'interval';
+			everyDays: number;
+			anchor: string;
+			perChargeCents: number;
+			source: string;
+			last: string | null;
+	  }
+	| { kind: 'yearly'; month: number; day: number; source: string; last: string | null }
+	| { kind: 'spread'; source: string; last: null }
+	| { kind: 'summer'; source: string; last: null };
+
+const DAY = 86_400_000;
+export function dayNumber(date: string) {
+	return Math.round(Date.parse(`${date}T00:00:00Z`) / DAY);
+}
+export function isoDay(day: number) {
+	return new Date(day * DAY).toISOString().slice(0, 10);
+}
+export function daysInMonth(year: number, month: number) {
+	return new Date(Date.UTC(year, month, 0)).getUTCDate();
+}
+/** Day number of a day of the month, clamped to the month end (31st → 30 Apr, 28/29 Feb). */
+export function dayOfMonth(year: number, month: number, day: number) {
+	return Math.round(Date.UTC(year, month - 1, Math.min(day, daysInMonth(year, month))) / DAY);
+}
+/** 0 = Sunday … 6 = Saturday. */
+function weekday(day: number) {
+	return (day + 4) % 7;
+}
+/** Moves a weekend date to the Friday before or the Monday after. */
+export function businessDay(day: number, shift: 'none' | 'before' | 'after') {
+	const wd = weekday(day);
+	if (shift === 'none' || (wd !== 0 && wd !== 6)) return day;
+	if (shift === 'before') return day - (wd === 6 ? 1 : 2);
+	return day + (wd === 6 ? 2 : 1);
+}
+
+/** Variable budgets: spread over the month instead of a single charge. */
+const budgetPattern =
+	/grocer|boodschap|uber ?eats|club animo|takeout|take-?out|thuisbezorgd|eating out|restaurant|going out|fuel|petrol/i;
+const vacationPattern = /vacation|vakantie(?!geld)|holiday trip|travel budget/i;
+/** Income paid on a fixed payday: moved to the Friday before when it falls on a weekend. */
+const salaryPattern = /salary|salaris|wage|loon\b/i;
+/** Benefits from the Belastingdienst are paid on the 20th, or the next working day. */
+const benefitPattern = /toeslag|allowance|benefit|uitkering/i;
+
+const stopwords = new Set([
+	'estimate',
+	'estimates',
+	'subscription',
+	'insurance',
+	'server',
+	'domains',
+	'domain',
+	'app',
+	'plus',
+	'the',
+	'and',
+	'for',
+	'revolut',
+	'living',
+	'with',
+	'parents',
+	'monthly',
+	'yearly',
+	'every',
+	'weeks'
+]);
+/** Other names a merchant shows up under on the bank statement. */
+const aliases: Record<string, string[]> = {
+	icloud: ['icloud', 'apple'],
+	authenticator: ['authenticator', 'apple'],
+	chatgpt: ['chatgpt', 'openai'],
+	anthropic: ['anthropic', 'claude'],
+	claude: ['anthropic', 'claude'],
+	haircut: ['haircut', 'haarvisie', 'kapsalon', 'kapper'],
+	grok: ['grok', 'xai'],
+	salary: ['salary', 'salaris', 'cargill'],
+	zorgtoeslag: ['zorgtoeslag', 'belastingdienst']
+};
+
+function normalise(text: string) {
+	return ` ${text.toLowerCase().replace(/[^a-z0-9]+/g, ' ')} `;
+}
+
+/** Word groups an item's bank description must contain (each group: any of its words). */
+export function matchTokens(name: string): string[][] {
+	const words = normalise(name.replace(/\([^)]*\)/g, ' '))
+		.split(' ')
+		.filter((word) => word.length >= 3 && !stopwords.has(word) && !/^\d+$/.test(word));
+	return [...new Set(words)].map((word) => aliases[word] ?? [word]);
+}
+
+/** "€29.99 every 4 weeks" → 28 days at €29.99 a charge. */
+export function parseInterval(
+	name: string
+): { everyDays: number; perChargeCents: number | null } | null {
+	const match = /(?:€\s*([\d.,]+)\s*)?every\s+(\d+)\s*(?:weeks?|wk)/i.exec(name);
+	if (!match) return null;
+	const euros = match[1] ? Number(match[1].replace(',', '.')) : NaN;
+	return {
+		everyDays: Number(match[2]) * 7,
+		perChargeCents: Number.isFinite(euros) ? Math.round(euros * 100) : null
+	};
+}
+
+/** Bank transactions that look like charges of this item: same merchant words, similar amount. */
+export function matchingCharges(
+	item: ScheduleItem,
+	history: HistoryTransaction[],
+	perChargeCents: number
+): HistoryTransaction[] {
+	const tokens = matchTokens(item.name);
+	if (!tokens.length || !perChargeCents) return [];
+	const expected = Math.abs(perChargeCents);
+	return history.filter((row) => {
+		if (Math.sign(row.amountCents) !== Math.sign(perChargeCents)) return false;
+		const ratio = Math.abs(row.amountCents) / expected;
+		if (ratio < 0.6 || ratio > 1.6) return false;
+		const text = normalise(row.description);
+		return tokens.every((group) => group.some((word) => text.includes(word)));
+	});
+}
+
+const ordinal = (day: number) =>
+	`${day}${day % 10 === 1 && day !== 11 ? 'st' : day % 10 === 2 && day !== 12 ? 'nd' : day % 10 === 3 && day !== 13 ? 'rd' : 'th'}`;
+const monthNames = [
+	'Jan',
+	'Feb',
+	'Mar',
+	'Apr',
+	'May',
+	'Jun',
+	'Jul',
+	'Aug',
+	'Sep',
+	'Oct',
+	'Nov',
+	'Dec'
+];
+
+/**
+ * When an item hits. Monthly: the most common day among the charges of the last four months
+ * (ties → the latest), else the start date's day, else the 1st. N-weekly: every N×7 days from
+ * the last charge. Yearly: a future start date, else the last charge's date, else the start date.
+ */
+export function scheduleFor(
+	item: ScheduleItem,
+	history: HistoryTransaction[],
+	today: string
+): ItemSchedule {
+	if (vacationPattern.test(item.name))
+		return { kind: 'summer', source: 'budget: spread over Jul–Aug', last: null };
+	if (budgetPattern.test(item.name))
+		return { kind: 'spread', source: 'budget: spread over the month', last: null };
+	const interval =
+		parseInterval(item.name) ??
+		(item.cadence === 'weekly' ? { everyDays: 7, perChargeCents: null } : null);
+	const perCharge =
+		interval?.perChargeCents != null
+			? Math.sign(item.amountCents || -1) * interval.perChargeCents
+			: interval
+				? Math.round((item.amountCents * 12 * interval.everyDays) / 365.25)
+				: item.amountCents;
+	const charges = matchingCharges(
+		item,
+		history,
+		item.cadence === 'weekly' ? item.amountCents : perCharge
+	)
+		.filter((row) => row.date <= today)
+		.sort((a, b) => a.date.localeCompare(b.date));
+	const last = charges.at(-1)?.date ?? null;
+	const futureStart = item.startsOn && item.startsOn > today ? item.startsOn : null;
+	if (interval) {
+		const anchor = futureStart ?? last ?? item.startsOn ?? today;
+		const source = futureStart
+			? `every ${interval.everyDays / 7} weeks from the start date`
+			: last
+				? `every ${interval.everyDays / 7} weeks from the last charge (${last})`
+				: `every ${interval.everyDays / 7} weeks from ${item.startsOn ? 'the start date' : 'today'} (no charge found)`;
+		return {
+			kind: 'interval',
+			everyDays: interval.everyDays,
+			anchor,
+			perChargeCents: item.cadence === 'weekly' ? item.amountCents : perCharge,
+			source,
+			last
+		};
+	}
+	if (item.cadence === 'yearly') {
+		const from = futureStart ?? last ?? item.startsOn ?? null;
+		if (!from)
+			return { kind: 'yearly', month: 1, day: 1, source: 'yearly on 1 Jan (no date known)', last };
+		const day = Number(from.slice(8, 10));
+		const month = Number(from.slice(5, 7));
+		return {
+			kind: 'yearly',
+			month,
+			day,
+			source: `yearly on ${day} ${monthNames[month - 1]} (${futureStart ? 'start date' : last ? 'last charge' : 'start date'})`,
+			last
+		};
+	}
+	const shift =
+		salaryPattern.test(item.name) && item.amountCents > 0
+			? 'before'
+			: benefitPattern.test(item.name) && item.amountCents > 0
+				? 'after'
+				: 'none';
+	if (futureStart) {
+		const day = Number(futureStart.slice(8, 10));
+		return { kind: 'monthly', day, shift, source: `the ${ordinal(day)} (start date)`, last };
+	}
+	const cutoff = isoDay(dayNumber(today) - 122);
+	const recent = charges.filter((row) => row.date >= cutoff);
+	const pool = recent.length ? recent : charges.slice(-4);
+	if (pool.length) {
+		const counts = new Map<number, number>();
+		for (const row of pool) {
+			const day = Number(row.date.slice(8, 10));
+			counts.set(day, (counts.get(day) ?? 0) + 1);
+		}
+		let best = 0;
+		let bestCount = 0;
+		// Latest first, so a tie goes to the most recent charge day.
+		for (const row of [...pool].reverse()) {
+			const day = Number(row.date.slice(8, 10));
+			if (counts.get(day)! > bestCount) {
+				best = day;
+				bestCount = counts.get(day)!;
+			}
+		}
+		// A weekend-shifted payment (e.g. paid Monday the 22nd for the 20th) shouldn't move the day.
+		return {
+			kind: 'monthly',
+			day: best,
+			shift,
+			source: `the ${ordinal(best)} (${pool.length} recent charge${pool.length === 1 ? '' : 's'})`,
+			last
+		};
+	}
+	if (item.startsOn) {
+		const day = Number(item.startsOn.slice(8, 10));
+		return {
+			kind: 'monthly',
+			day,
+			shift,
+			source: `the ${ordinal(day)} (start date, no charge found)`,
+			last
+		};
+	}
+	return {
+		kind: 'monthly',
+		day: 1,
+		shift,
+		source: 'the 1st (no charge or start date found)',
+		last
+	};
+}
+
+/** Short label for the recurring list, e.g. "18th" or "every 4 wk". */
+export function scheduleLabel(schedule: ItemSchedule) {
+	switch (schedule.kind) {
+		case 'monthly':
+			return `on the ${ordinal(schedule.day)}`;
+		case 'interval':
+			return `every ${schedule.everyDays / 7} wk`;
+		case 'yearly':
+			return `${schedule.day} ${monthNames[schedule.month - 1]}`;
+		case 'spread':
+			return 'spread over the month';
+		case 'summer':
+			return 'Jul–Aug';
+	}
+}
+
+export type MonthFlows = {
+	/** Dated amounts in this month: [day number, cents]. */
+	events: [number, number][];
+	/** Cents per day, spread evenly over the days spreadFrom…spreadTo (day numbers). */
+	spread: number;
+	spreadFrom: number;
+	spreadTo: number;
+};
+
+function monthlyOf(item: ScheduleItem) {
+	return item.cadence === 'weekly'
+		? (item.amountCents * 52) / 12
+		: item.cadence === 'yearly'
+			? item.amountCents / 12
+			: item.amountCents;
+}
+
+function active(item: ScheduleItem, day: number) {
+	const date = isoDay(day);
+	return !(item.startsOn && item.startsOn > date) && !(item.endsOn && item.endsOn < date);
+}
+
+/**
+ * The item's cash flows within one calendar month (year, 1–12), only on days after `after` (day
+ * number, usually today). Amounts are unscaled cents; callers scale for spending growth.
+ */
+export function monthFlows(
+	item: ScheduleItem,
+	schedule: ItemSchedule,
+	year: number,
+	month: number,
+	after: number
+): MonthFlows {
+	const first = dayOfMonth(year, month, 1);
+	const length = daysInMonth(year, month);
+	const lastDay = first + length - 1;
+	const events: [number, number][] = [];
+	let spread = 0;
+	let spreadFrom = 0;
+	let spreadTo = -1;
+	const lastCharge = schedule.last ? dayNumber(schedule.last) : -Infinity;
+	switch (schedule.kind) {
+		case 'monthly': {
+			const day = businessDay(dayOfMonth(year, month, schedule.day), schedule.shift);
+			// Skip a charge that already happened this month (e.g. taken a few days early).
+			const chargedThisMonth = lastCharge >= first && lastCharge <= lastDay;
+			if (day > after && active(item, day) && !chargedThisMonth)
+				events.push([day, item.amountCents]);
+			break;
+		}
+		case 'interval': {
+			const anchor = dayNumber(schedule.anchor);
+			const startsInFuture = item.startsOn && dayNumber(item.startsOn) === anchor && anchor > after;
+			let k = Math.ceil((first - anchor) / schedule.everyDays);
+			if (k < (startsInFuture ? 0 : 1)) k = startsInFuture ? 0 : 1;
+			for (let day = anchor + k * schedule.everyDays; day <= lastDay; day += schedule.everyDays)
+				if (day >= first && day > after && active(item, day))
+					events.push([day, schedule.perChargeCents]);
+			break;
+		}
+		case 'yearly': {
+			if (month !== schedule.month) break;
+			const day = dayOfMonth(year, month, schedule.day);
+			if (day > after && active(item, day) && day - lastCharge > 300)
+				events.push([day, item.amountCents]);
+			break;
+		}
+		case 'spread':
+		case 'summer': {
+			if (schedule.kind === 'summer' && month !== 7 && month !== 8) break;
+			const monthly =
+				schedule.kind === 'summer'
+					? (item.cadence === 'yearly' ? item.amountCents : monthlyOf(item) * 12) / 2 // a year's budget over two months
+					: monthlyOf(item);
+			spreadFrom = Math.max(first, after + 1, item.startsOn ? dayNumber(item.startsOn) : first);
+			spreadTo = Math.min(lastDay, item.endsOn ? dayNumber(item.endsOn) : lastDay);
+			// The month's budget, per calendar day; a part month (today, start or end) gets its share.
+			spread = spreadTo >= spreadFrom ? monthly / length : 0;
+			break;
+		}
+	}
+	return { events, spread, spreadFrom, spreadTo };
+}
diff --git a/src/routes/trackers/money/+page.svelte b/src/routes/trackers/money/+page.svelte
index 4ad76ef..1727674 100644
--- a/src/routes/trackers/money/+page.svelte
+++ b/src/routes/trackers/money/+page.svelte
@@ -18,6 +18,7 @@
 	import FileText from 'lucide-svelte/icons/file-text';
 	import MoneyChart from '#lib/money-tracker/MoneyChart.svelte';
 	import QuickAdd from '#lib/money-tracker/QuickAdd.svelte';
+	import { scheduleFor, scheduleLabel } from '#lib/money-tracker/schedule.js';
 	import ScenarioDetails from '#lib/money-tracker/ScenarioDetails.svelte';
 	import {
 		defaultScenarios,
@@ -100,6 +101,16 @@
 	let actualTransactions = $derived(data.transactions.filter((item) => item.date <= data.today));
 	let futureTransactions = $derived(data.transactions.filter((item) => item.date > data.today));
 	let balances = $derived(accountBalances(data.accounts, actualTransactions));
+	// The last ~13 months of bank history: enough to find the day each recurring item hits.
+	let scheduleHistory = $derived.by(() => {
+		const cutoff = new Date(Date.parse(`${data.today}T12:00:00Z`) - 400 * 86_400_000)
+			.toISOString()
+			.slice(0, 10);
+		return actualTransactions.filter((item) => item.date >= cutoff);
+	});
+	let recurringTiming = $derived(
+		new Map(data.recurring.map((row) => [row.id, scheduleFor(row, scheduleHistory, data.today)]))
+	);
 	let totalAccounts = $derived(data.accounts.filter((account) => account.includeInTotal !== false));
 	// Archived accounts (closed banks) stay in history, net worth and the charts, but not in the
 	// quick balances or the account pickers.
@@ -192,7 +203,8 @@
 			data.recurring,
 			data.projectionSettings,
 			data.today,
-			forecastEnd
+			forecastEnd,
+			scheduleHistory
 		)
 	);
 	type ProjectionView = ScenarioId | 'compare' | 'simple';
@@ -228,7 +240,8 @@
 			forecasts: data.forecasts,
 			futureTransactions,
 			today: data.today,
-			endDate: forecastEnd
+			endDate: forecastEnd,
+			history: scheduleHistory
 		})
 	);
 	let scenarioResults = $derived(
@@ -596,17 +609,20 @@
 					onreset={() => (scenarioParams = structuredClone(defaultScenarios))}
 				/>
 				<p class="muted projection-note">
-					Scenarios start from today’s balances and run monthly on the recurring list, one-off
-					estimates (salary extras such as holiday pay, the 13th month and the bonus are modelled
-					per scenario instead), and the assumptions above. Compare shows all three totals; Simple
-					is the setting-based projection. The history tabs set how far back the chart starts and
-					Forecast how far ahead it runs (1–100 years); Today’s € divides projected values by the
-					scenario’s inflation so long horizons stay comparable.
+					Scenarios start from today’s balances and run day by day: salary and its extras on payday,
+					each recurring item on the day the bank history (or its start date) puts it, budgets such
+					as groceries spread over the month and vacation over July–August, investing the day after
+					payday. They use the recurring list, one-off estimates (salary extras such as holiday pay,
+					the 13th month and the bonus are modelled per scenario instead), and the assumptions
+					above. Compare shows all three totals; Simple is the setting-based projection. The history
+					tabs set how far back the chart starts and Forecast how far ahead it runs (1–100 years);
+					Today’s € divides projected values by the scenario’s inflation so long horizons stay
+					comparable.
 				</p>
 			{:else}<p class="muted projection-note">
 					Includes future dated transactions and estimates{data.projectionSettings
 						?.includeRecurring !== false
-						? ', plus recurring monthly equivalents from next month'
+						? ', plus recurring items on the days they hit'
 						: ''}. {data.projectionSettings?.investmentAccountId
 						? `The selected investment account and new contributions use a hypothetical ${data.projectionSettings.annualReturnPercent}% annual return.`
 						: `Excess above ${amount(data.projectionSettings?.reserveCents ?? 100000)} moves into a projected investment balance with a hypothetical ${data.projectionSettings?.annualReturnPercent ?? '5.00'}% annual return.`}
@@ -778,11 +794,14 @@
 								<span class="item-main"
 									>{@render swatch(row.accountId)}<span
 										><strong>{row.name}</strong><small
-											><span class="capitalize">{row.cadence}</span> · {row.accountId
-												? accountName(row.accountId)
-												: 'Any account'} · {row.startsOn ? dateLabel(row.startsOn) : 'Now'} – {row.endsOn
-												? dateLabel(row.endsOn)
-												: 'ongoing'}</small
+											><span class="capitalize">{row.cadence}</span
+											>{#if recurringTiming.get(row.id)}<span
+													title={recurringTiming.get(row.id)!.source}
+												>
+													· {scheduleLabel(recurringTiming.get(row.id)!)}</span
+												>{/if} · {row.accountId ? accountName(row.accountId) : 'Any account'} · {row.startsOn
+												? dateLabel(row.startsOn)
+												: 'Now'} – {row.endsOn ? dateLabel(row.endsOn) : 'ongoing'}</small
 										></span
 									></span
 								><strong class="item-amount">{@render signed(row.amountCents)}</strong
@@ -1254,8 +1273,8 @@
 					>
 				{:else if mode === 'projectionSettings'}
 					<p class="dialog-copy">
-						A planning scenario. Returns are hypothetical and calculated monthly. Contributions
-						transfer money from spendable accounts into a projected investment balance.
+						A planning scenario. Returns are hypothetical and compound daily. Contributions transfer
+						money from spendable accounts into a projected investment balance.
 					</p>
 					<label class="field"
 						>Existing investment account (optional)<NativeSelect name="investmentAccountId"