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Split total income into programme-specific concepts - #2620

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@MaxGhenis MaxGhenis commented Oct 23, 2026 •

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Fixes #2619

total_income had a tax-law label but summed raw income inputs and served several different programmes. This omitted statutory pay from WFP's old income test and from HB/CTR non-dependant bands. HB and CTR now apply those bands only to non-dependants in remunerative work; other eligible non-dependants with banding income pay the flat amount instead of a band. The gate never raises a deduction. Retain the exported name with the Income Tax definition, and give each other consumer an explicit income base.

Invariants

  • total_income delegates through nonempty adds metadata to total_income_charged_to_tax: ITA 2007 s.23 Step 1, interpreted by s.989 and s.31. The tax component sum is before general-income loss relief; carried-forward trading loss relief already deducted inside a component is restored, and net-pay pension relief held separately by the model is deducted. RAS pension relief and Gift Aid do not lower total income. Existing component limitations, including netted miscellaneous losses and deficiency relief deducted from dividends, remain documented.
  • SSP, SMP and SPP enter each tax/HB/CTR income concept once through employment_benefits. HB earnings remains algebraically identical to its old calculation, with an explicit positive-component tax-apportionment denominator.
  • Household post-tax income and both UBI phase-outs retain their historical raw input base through gross_taxable_inputs, including its exclusion of statutory pay. This is an explicit modelling/design choice, not a legal definition. Main already contains Charge the winter fuel payment back through income tax, person by person #2066's WFP charge. This PR changes its input from total_income_charged_to_tax to the equivalent total_income alias, preserving the current-law charge calculation.
  • The refactor preserves taxable component formulas, CTR rates, existing eligibility/exemptions, couples and band edges, and Wales Childcare Offer Add the Childcare Offer for Wales #2535. Main already provides the released Charge the winter fuel payment back through income tax, person by person #2066 WFP charge; this PR retains it. The work gate below corrects when the income bands apply.

Consumers: old → new

Consumer Old definition New definition / source
total_income Wages + private pensions + tax-social-security income + trading/property income + savings/other investment income + dividends + nonnegative miscellaneous income; labelled after reliefs Alias of tax Step 1 total, summing adjusted_net_income_components before Step 2 reliefs as represented by the model. ITA 2007 s.23, ss.31,989.
Deprecated WFP eligibility test / existing charge Main's deprecated reform test reads raw total_income; its released charge already reads total_income_charged_to_tax This PR gives the deprecated test the tax total through total_income and switches the charge to that equivalent alias, preserving its individual £35,000 threshold and separate entitlement. ITEPA 2003 s.681I.
HB non-dependant bands total_income − other_investment_income + max(spousal maintenance,0) housing_benefit_non_dep_gross_income: same represented income plus statutory pay, positive child maintenance, MA, IIDB, SDA and war widow's periodic pension; disability/compensation disregards documented. HB reg74, pension-age reg55.
CTR non-dependant bands Same cross-programme expression as HB Separately owned council_tax_reduction_non_dep_gross_income; same currently representable sources, with separate national disregard references. England Sch1 para8, Scotland working-age reg90, Scotland pension-age reg48, Wales pension-age Sch1 para3, Wales working-age Sch6 para5.
HB / shared CTR net earnings Earnings explicit, but tax attribution depended on total_income and its adds, plus statutory pay Explicit earnings and explicit positive raw-income denominator; same calculation. HB regs35–36, self-employment regs37–38, pension-age regs35–36.
post_tax_income Household total_income − income_tax − national_insurance Household gross_taxable_inputs − income_tax − national_insurance, preserving the old input base. Household measure, not law.
Individual / household UBI phase-outs Apply reform rates/thresholds to total_income Apply unchanged rules to gross_taxable_inputs, preserving the design choice.

The non-dependant gross concepts retain their existing other-investment-income exclusion; extending this income base remains for #2007. The deduction consumers now apply the remunerative-work gate below. Annual statutory pay may coexist with work in another part of the year; leave itself does not establish remunerative work (HB reg6(7)). Signed trading/property inputs are retained; the band provisions do not directly settle cross-source offsets, and this refactor does not introduce a separate loss-offset rule. Existing national CTR consumers still use the HB deduction scale. Benefit-unit awards cannot currently be attributed safely to a person here (adding computed UC creates an HB/benefit-cap cycle); mixed periodic/capital BSP and AFCS inputs and unrepresented compensation payments remain explicit modelling limits. This PR does not claim complete regulatory coverage of those inputs.

Compatibility

Read-only grep of sibling repositories:

  • policyengine.py/src/policyengine/tax_benefit_models/uk/model.py:72 exports the name; tests/test_models.py:261–269 requires nonempty adds (preserved); four UK household-calculator snapshots contain output keys.
  • policyengine-api: no tracked exact-word references.
  • policyengine-app-v2/app/src/mocks/UK_Metadata.json: variable/module metadata at 9717–9743, generated abolition metadata at 36677–36681, namespace at 44307–44310. Module name gov.hmrc.income_tax.total_income remains valid.

Wales Childcare Offer #2535 is now merged into main. Its gross-income test uses explicit person-level income.gross_income_sources plus the parent's share of income.benunit_gross_income_sources; it does not use total_income and counts statutory pay once through employment_benefits. This PR leaves those formulas, parameters and tests unchanged.

Callers supplying an income override for household post-tax income or UBI phase-outs should now supply gross_taxable_inputs; an explicit total_income override is a tax-total override.

Remunerative-work gate and review response

Answers the P2 in the hub's independent review uk2620/REVIEW_2620.md, at reviewed head 20d873b6e8c4f7ae5273281a64280dcb3da6385b: newly counted IIDB and maintenance must not put non-workers into higher income bands.

Also answers the P1 in round 2 (uk2620-r2/REVIEW.md, at 404daf7d1): the first version of the gate (6df0e6f65) charged the flat amount to non-workers with nil banding income, where the old lookup gave zero. Much of that group is exempt in law (a claimant on Attendance Allowance, PIP daily living or similar; CTR non-dependants on IS, JSA(IB), ESA(IR), SPC or UC without earnings; HB non-dependants on SPC, or under 25 on IS, JSA(IB) or ESA(IR) without the support component, or on UC without earnings; full-time students), and none of those exemptions is modelled yet. cf5b3b530 makes the gate only ever lower a deduction.

  • HB reg 74(1)(b), (2) and pension-age reg 55(1)(b), (2) reserve income banding for remunerative workers. England SI 2012/2885 Sch 1 para 8; Scotland SSI 2021/249 reg 90 and SSI 2012/319 reg 48; Wales WSI 2013/3029 Sch 1 para 3 and Sch 6 para 5 make the same distinction.
  • Read weekly_hours (hours_worked / 52) against the programme/nation's remunerative_work_hours parameter, currently 16. Exclude people on IS, income-based JSA or income-related ESA using existing person-level is_on_* receipt flags. HB reg 6(1), (6), pension-age reg 6 and the corresponding CTR work definitions support this gate. Annual status/hours inputs cannot represent the regulations' within-week receipt or fluctuating-hours detail.
  • Outside remunerative work, cap the deduction at the flat first amount: min_(p.amount.calc(weekly_income, right=True), p.amount.amounts[0]). A non-worker with banding income pays the flat amount; one with nil banding income keeps the scale's zero until Apply Housing Benefit and national Council Tax Reduction non-dependant deductions as legislated #2007 adds the exemptions and the flat charge together. Keep right=True for workers' existing band edges.
  • Reuse byte-identical parameter files from draft #2007, head 4a0935b737cd71231e39340689b2148125f585c9: HB gov/dwp/housing_benefit/non_dep_deduction/remunerative_work_hours.yaml; CTR gov/local_authorities/{england/council_tax_reduction/pensioners,scotland/council_tax_reduction,wales/council_tax_reduction}/non_dep_deduction/remunerative_work_hours.yaml. This is only the work gate. Apply Housing Benefit and national Council Tax Reduction non-dependant deductions as legislated #2007 retains the full implementation: national CTR scales, couples, exemptions and inclusive band edges. This branch's existing receipt flags replace the older award-payee helper used there.

Existing non-workers with pension or other banding income also move from higher bands to the flat amount. This lowers their deductions as the law requires; it is wider than protecting newly counted IIDB/maintenance. The gate never raises a deduction: a non-worker with nil banding income still pays nothing, as before this PR. (The wider income base can still move a non-worker from nil banding income to the flat amount, for example one whose only income is IIDB; reg 74(1)(b) charges that, subject to the unmodelled exemptions.) Charging the flat amount to the non-exempt part of that group needs the exemptions first, which is #2007's scope. Inherited gaps in claimant, student and couple rules remain for #2007; this patch does not port them.

The 2026-27 HB table gives a £20.40 weekly flat amount. A non-worker with £12,000 IIDB pays £1,060.80 annually instead of £2,436.20. At 16 hours, £9,000 wages plus £12,000 IIDB or child maintenance is £403.85 weekly and pays £105.20 × 52 = £5,470.40; a 15-hour worker pays £1,060.80. National CTR tables were checked: flat amounts are England £5.20, Scotland £5.55 and Wales £6.70. This gate-only patch retains the inherited HB scale in the national CTR consumer, so its regression amounts intentionally match HB; adopting the correct national scales belongs to #2007.

Validation

  • Added a regression matrix across the two *_non_dep_remunerative_work.yaml files: IIDB and child maintenance at 0/15/16/37.5 hours, each IS/JSA(IB)/ESA(IR) exclusion, non-working pension/nil income, and programme/national parameter overrides. CTR covers England, Scotland and Wales. The matrix has 54 cases (17 HB and 37 CTR). The nil-income cases assert £0, and two guards cover exempt groups at nil banding income: an HB non-dependant aged 22 on IS, and a CTR non-dependant whose benefit unit gets UC without earnings. The CTR IS/JSA(IB)/ESA(IR) cases note that SI 2012/2885 Sch 1 para 8(8)(a) gives £0; with banding income the model still charges them the flat amount, an inherited gap left for Apply Housing Benefit and national Council Tax Reduction non-dependant deductions as legislated #2007.
  • Existing 18 HB and 15 CTR statutory-pay deduction cases now explicitly work 16 hours weekly; their income and deduction expectations are unchanged. Banding unit cases use the programme-specific gross-income inputs, with working hours explicit where income bands are tested; the 2018 uplift regression newly merged from main (6b355c7) now supplies £5,200 of employment income and 16 hours a week, so it covers both HB and CTR at £793 (69f815b87). The investment-income, claimant-routing and severe-premium snapshots, whose non-dependants have nil banding income, keep their pre-gate values (restored at cf5b3b530; parsed and compared with 20d873b6e: no output differs).
  • uvx ruff format --check .: passed (1,998 files). Ruff lint on changed formula directories/files: passed. git diff --check: passed. Static duplicate-key YAML parsing, parameter equality to Apply Housing Benefit and national Council Tax Reduction non-dependant deductions as legislated #2007 and Python AST parsing: passed. No model code was executed locally.
  • CI at the current head 69f815b87: all 18 checks pass. Code run 40155178579: YAML 4,809 passed, 0 failed; Python 10,037 passed, 66 skipped, 2 xfailed, 0 failed. The first run at the merge 5877066a8 (run 40151657406) failed one YAML case: main's 2018 uplift case still set total_income, which the split bases no longer read; 69f815b87 fixes that fixture. The earlier green CI at cf5b3b530 (run 40040246952) predates the main merge.
  • No local pytest, simulation, dataset build or docs build, per the task's UK Budget certification host restriction. CI supplies runtime validation. No in-job reviewer was used; final independent review belongs to the hub.
  • 57d2f5f63 originally merged Charge the winter fuel payment back through income tax, person by person #2066 at 76108fafe. Charge the winter fuel payment back through income tax, person by person #2066 has since landed in main. Merge 5877066a8 brings main e6f8bb100 into approved cf5b3b530. Its four conflicts were resolved by deleting the released WFP changelog fragment and retaining this branch's three docstrings. No formula conflict required resolution.

Reproducer: policyengine_uk/tests/test_income_concepts_properties.py::test_statutory_pay_is_counted_once_in_each_programme_concept, policyengine_uk/tests/policy/baseline/finance/benefit/family/housing_benefit/non_dep_deduction/housing_benefit_non_dep_remunerative_work.yaml, policyengine_uk/tests/policy/baseline/gov/local_authorities/council_tax_reduction/council_tax_reduction_non_dep_remunerative_work.yaml

Aggregate impact figures

Current head. Aggregate impact run 40155178547 compares main 7e24c18626 with this PR merged into it (e4fac15a4d), both on certified enhanced_frs_2024_25.h5 (policyengine-uk-data 1.58.1, HF revision 2526edbbb687a3b54dbb11272e5389e4b62d2ac2, SHA-256 056e80fd8e9151d78f432a25cde863340baee81304c6216a37fb575ce8563784) and uk 2.157.1. #2066 is in main on both sides, so these are this PR's own changes.

Fiscal year HB spending (£m) CTR spending (£m) CTR caseload Household net income (£m) †
2025–26 +1.088 +0.252 +921 +1.3
2026–27 +1.133 +0.295 +924 +1.4
2027–28 +1.176 +0.363 +927 +1.5
2028–29 +1.205 +0.454 +930 +1.7
2029–30 +1.233 +0.537 +933 +1.8
2030–31 +1.262 +0.626 +937 +1.9
2031–32 +1.291 +0.719 +939 +2.0

HB caseload does not change. WFP spending and Income Tax are exactly unchanged, as are every other receipt head, population, poverty rates and people in poverty, in every year: pensioner relative poverty after housing costs in 2031–32, for example, is 12.7926999105% on both sides. 0 newly broken checks: 351 pass, 19 warnings, one fails on both sides (sign:vat, VAT is never negative) and the DSA check is skipped. No move is flagged for review. The counted-once check (88 components, each raised by £1) has 0 failures.

Historical figures, before #2066 landed in main. The figures below are from run 40040246899, which measured cf5b3b530 against pre-#2066 main. Its WFP and Income Tax movements belong to #2066 and are not this PR's effect. Aggregate impact run 40040246899 measured cf5b3b530, merged into main f66f0a205f4c694c1d69b2199409f571f58a314e as GitHub merge head e231b111d528a05a2d07a96df7f6c8a76e0886aa. Both sides used certified enhanced_frs_2024_25.h5, policyengine-uk-data 1.58.1, HF revision 2526edbbb687a3b54dbb11272e5389e4b62d2ac2, SHA-256 056e80fd8e9151d78f432a25cde863340baee81304c6216a37fb575ce8563784. These are full-PR changes against that main. They include the #2066 prerequisite (the Winter Fuel Payment charge, which accounts for the WFP and Income Tax rows) and the other income-definition changes.

Fiscal year HB spending (£m) HB caseload CTR spending (£m) CTR caseload WFP spending (£m) Income tax (£m) Household net income (£m) †
2025–26 +1.093 0 +0.246 +925 +175.420 +293.298 −116.539
2026–27 +1.138 0 +0.288 +929 +183.658 +310.085 −125.001
2027–28 +1.182 0 +0.355 +932 +214.477 +337.978 −121.964
2028–29 +1.212 0 +0.444 +936 +217.046 +351.919 −133.217
2029–30 +1.242 0 +0.525 +940 +228.177 +369.892 −139.948
2030–31 +1.272 0 +0.612 +944 +259.055 +397.225 −136.286
2031–32 +1.303 0 +0.702 +948 +293.772 +422.051 −126.274

Historical run 40040246899 only: 0 newly broken checks; 1 failing on both sides (sign:vat, VAT is never negative); 0 fixed. The report records 344 passing checks, 19 warnings and one skipped check. Runtime differences and structural failures are empty. It flags 27 moves for independent review: WFP spending and caseload, Income Tax, decile mean incomes, and pensioner relative poverty after housing costs in 2031–32. None is an HB or CTR flag.

Historical #2066 attribution. In run 40040246899, against pre-#2066 main, pensioner relative poverty after housing costs in 2031–32 rose by 0.37pp. #2066's own Aggregate impact run at 3a3800e24 (run 40046674016), without this PR, gave the same base and head rate and count to every digit, so that move came from #2066, which is now in main. These historical runs do not measure the current head. In current run 40155178547, every poverty rate and every count of people in poverty is unchanged in every year, including 2031–32 pensioner relative poverty after housing costs at 12.7926999105% on both sides.

Gate-only effect (historical). Runs 40014615941 (7bdd78509) and 40040246899 (cf5b3b530) had matching HB/CTR baselines in 2025–26 and 2026–27 only, so their delta difference isolates the gate for those two historical years; this is not a new comparison at the current head. Run 40014615941 measured the pre-gate source 7bdd78509, which is formula-identical to 20d873b6e (only three docstrings differ), against main c417f283a. Its baseline HB and CTR spending and caseloads equal run 40040246899's in 2025–26 and 2026–27. From 2027–28 they differ, because main changed between the two runs: baseline HB moves by £29m to £44m a year. So the difference of the two PR deltas isolates the gate in the first two years only:

2025–26 2026–27
HB spending, gate only (£m) +1.362 +1.419
HB caseload, gate only 0 0
CTR spending, gate only (£m) +0.246 +0.288
CTR caseload, gate only +925 +929

The pre-gate PR delta was −£0.27m to −£0.32m a year for HB and 0 for CTR: the wider income base raised some non-workers' bands (round 1's P2). The gate only ever lowers a non-dependant deduction. In those two historical years it raised HB by about £1.4m a year with no change in HB caseload, and gave about 925 more benefit units some CTR. The superseded gate at 6df0e6f65 also charged nil-income non-workers the flat amount (HB −£6.0m to −£7.1m a year in run 40029283812); cf5b3b530 removed that charge.

† Household net income excludes the suppressed Disabled Students’ Allowance figures on both sides. The linked reports include tax receipts, WFP, poverty, deciles and reform costings. No local microsimulation was run; every figure here comes from the CI Aggregate impact runs linked above.

Known follow-ups (not in this PR)

From round 2, all inherited and in #2007's scope:

axiom: TheAxiomFoundation/rulespec-uk#407 queued

(The UK hub extended #407 with the non-dependant gross-income basket, the remunerative-work test and the 54 work-gate cases, and #420 with s.681I's use of the ITA 2007 s.23 Step 1 total, statutory pay counted once. Each lists this PR's known deviations from the law so they are not encoded. Every quoted block was checked against a fresh fetch.)

🤖 Generated with Claude Code

MaxGhenis and others added 2 commits October 23, 2026 15:39
Merge #2066 at 76108fa before the programme-specific income refactor; retain main statutory paternity pay in HB earnings conflict resolutions.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Retain total_income as the tax-law total; count statutory pay and maintenance in non-dependant gross income while preserving household and UBI input bases. Replace HB tax-attribution metadata coupling with explicit components and add legal YAML and random-input regressions.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
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Aggregate impact on certified data: pass

Base 7e24c18626 against head e4fac15a4d, both on enhanced_frs_2024_25.h5 (policyengine-uk-data 1.58.1, sha256 056e80fd8e91), fiscal years 2025-26 to 2031-32. Each year is a full microsimulation run on each side.

Checks: 0 broken by this change, 1 failing on both sides, 0 fixed. Moves flagged for review: 0 (thresholds in report_spec.yaml; a flag does not fail the job).

Workflow run and full report

Notes

  • In the years a figure from fewer than 10 records is suppressed (spending.disabled_students_allowance), every total containing it, and the decile incomes, are rebuilt from their other components, so no published total includes it. Those totals are marked †. A change is withheld where the two sides leave out different figures and can't be lined up.

Moves flagged for review

None.

Spending by benefit and service

Measure 2025-26 2026-27 2027-28 2028-29 2029-30 2030-31 2031-32
Housing Benefit +£1.1m +£1.1m +£1.2m +£1.2m +£1.2m +£1.3m +£1.3m
Council Tax Reduction +£0.3m +£0.3m +£0.4m +£0.5m +£0.5m +£0.6m +£0.7m
Disabled Students' Allowance suppressed suppressed suppressed suppressed suppressed suppressed suppressed

Caseloads

Measure 2025-26 2026-27 2027-28 2028-29 2029-30 2030-31 2031-32
Council Tax Reduction +921 +924 +927 +930 +933 +937 +939
Disabled Students' Allowance suppressed suppressed suppressed suppressed suppressed suppressed suppressed

Government balance, each component counted once

Measure 2025-26 2026-27 2027-28 2028-29 2029-30 2030-31 2031-32
Government spending +£1.3m † +£1.4m † +£1.5m † +£1.7m † +£1.8m † +£1.9m † +£2.0m †
Government balance, each receipt once -£1.3m † -£1.4m † -£1.5m † -£1.7m † -£1.8m † -£1.9m † -£2.0m †

Model totals

Measure 2025-26 2026-27 2027-28 2028-29 2029-30 2030-31 2031-32
gov_spending +£1.3m † +£1.4m † +£1.5m † +£1.7m † +£1.8m † +£1.9m † +£2.0m †
household_benefits +£1.3m † +£1.4m † +£1.5m † +£1.7m † +£1.8m † +£1.9m † +£2.0m †
gov_balance -£1.3m † -£1.4m † -£1.5m † -£1.7m † -£1.8m † -£1.9m † -£2.0m †

Household income totals

Measure 2025-26 2026-27 2027-28 2028-29 2029-30 2030-31 2031-32
Household net income +£1.3m † +£1.4m † +£1.5m † +£1.7m † +£1.8m † +£1.9m † +£2.0m †
Household net income (HBAI definition) +£1.3m +£1.4m +£1.5m +£1.7m +£1.8m +£1.9m +£2.0m

Inequality

Measure 2025-26 2026-27 2027-28 2028-29 2029-30 2030-31 2031-32
Gini coefficient, equivalised HBAI income before housing costs -0.0000 -0.0000 -0.0000 -0.0000 -0.0000 -0.0000 -0.0000

Mean household net income in each side's own deciles

Measure 2025-26 2026-27 2027-28 2028-29 2029-30 2030-31 2031-32
Decile 3: mean household_net_income per household -£0.13 † +£0.18 † -£0.13 † -£3.01 † +£2.04 † -£5.83 † -£3.14 †
Decile 4: mean household_net_income per household +£0.29 † +£0.03 † -£1.84 † +£2.47 † +£2.25 † +£7.42 † -£0.45 †
Decile 5: mean household_net_income per household 0 † 0 † +£2.56 † +£0.06 † +£0.07 † +£0.09 † +£2.29 †
Decile 6: mean household_net_income per household +£0.01 † +£0.01 † +£0.01 † +£0.01 † +£0.01 † +£0.01 † +£0.02 †
Decile 7: mean household_net_income per household -£0.14 † -£0.07 † -£4.76 † -£0.25 † -£0.30 † -£0.33 † -£0.25 †
Decile 8: mean household_net_income per household -£1.33 † -£1.45 † +£7.28 † -£1.36 † -£1.32 † -£1.32 † -£1.38 †

Standard reform costings (change in gov_balance)

Measure 2025-26 2026-27 2027-28 2028-29 2029-30 2030-31 2031-32
Raise basic rate by 1pp -£278 -£632 -£1,292 -£1,739 -£2,197 -£2,669 -£2,801
Raise higher rate by 1pp +£0 0 -£0 0 0 +£0 -£0
Raise personal allowance by ~800GBP/year +£4,928 +£5,235 +£11,359 +£11,397 +£11,431 +£11,474 +£4,548
Raise child benefit by 25GBP/week per additional child +£0 0 -£0 0 +£0 +£0 -£0
Reduce Universal Credit taper rate to 20% +£0 -£0 -£0 -£0 +£0 +£0 -£0
Raise Class 1 main employee NICs rate to 10% +£0 0 -£0 0 0 +£0 -£0
Raise VAT standard rate by 2pp +£0 0 +£1 -£0 +£0 -£4 -£0
Raise additional rate by 3pp +£0 0 0 0 -£0 suppressed suppressed
Raise the Universal Credit standard allowance by 10% +£0 +£1 +£1 +£2 -£2 -£1 +£1
Raise the State Pension by 10% +£0.1m +£0.1m +£0.1m +£0.1m +£0.1m +£0.1m +£0.1m

Standard reforms: change in each reform's target

Measure 2025-26 2026-27 2027-28 2028-29 2029-30 2030-31 2031-32
Raise additional rate by 3pp: change in income_tax 0 0 0 0 0 suppressed suppressed

Household net income by decile

Mean change in household net income per household, and as a share of the decile's base income; households stay in the base run's deciles.

Base decile 2025-26 2026-27 2027-28 2028-29 2029-30 2030-31 2031-32
Decile 1 0 0 0 0 0 0 0
Decile 2 0 0 0 0 0 0 0
Decile 3 fewer than 10 households change fewer than 10 households change fewer than 10 households change fewer than 10 households change fewer than 10 households change fewer than 10 households change fewer than 10 households change
Decile 4 fewer than 10 households change fewer than 10 households change fewer than 10 households change 0 0 0 fewer than 10 households change
Decile 5 0 0 0 fewer than 10 households change fewer than 10 households change fewer than 10 households change 0
Decile 6 fewer than 10 households change fewer than 10 households change fewer than 10 households change fewer than 10 households change fewer than 10 households change fewer than 10 households change fewer than 10 households change
Decile 7 fewer than 10 households change fewer than 10 households change fewer than 10 households change fewer than 10 households change fewer than 10 households change fewer than 10 households change fewer than 10 households change
Decile 8 fewer than 10 households change fewer than 10 households change fewer than 10 households change fewer than 10 households change fewer than 10 households change fewer than 10 households change fewer than 10 households change
Decile 9 0 0 0 0 0 0 0
Decile 10 0 0 0 0 0 0 0
all 0 0 0 0 0 0 0
Year People gaining over £1 People losing over £1
2025-26 0.0% 0.0%
2026-27 0.0% 0.0%
2027-28 0.0% 0.0%
2028-29 0.0% 0.0%
2029-30 0.0% 0.0%
2030-31 0.0% 0.0%
2031-32 0.0% 0.0%

No change in any year: receipts by tax head; population; poverty rates; people in poverty.

Checks failing on both base and head (1)
  • VAT excluding private school fees is never negative (sign:vat): 2025-26: 76 units below zero, a weighted £-53,889,156 in total; 2026-27: 76 units below zero, a weighted £-55,420,387 in total; 2027-28: 76 units below zero, a weighted £-56,618,038 in total
Counted-once check

Each of 88 components was raised by £1 per unit in 2026-27, and every head of its totals was read household by household: its own head must rise by exactly £1, no other tax head may move, no other benefit may rise, and the model's own total must move by what its heads moved. A head that breaks a rule is measured again twice: with every other head held at its baseline value, and with every other head held at its value after the first £1 while the component rises again. It fails where either still shows the response. 0 failed; 0 were skipped.

  • widowed_parents_allowance: pension_credit responds only through other heads in fewer than 10 households (other heads that moved there: carers_allowance; gov_spending; not a failure)
  • widowed_parents_allowance: pension_credit responds only through other heads in fewer than 10 households (other heads that moved there: carers_allowance; household_benefits; not a failure)
Provenance
Side Commit Runtime Environment hash Partition hash Time
base main 7e24c18626 uk 2.157.1 (files 15d60b3f3323), core 3.33.2, py 3.13.17 aarch64 c11959e6802b f7d4b2145ebb 1703.97s
head #2620 merged into main e4fac15a4d uk 2.157.1 (files aed76bf15c42), core 3.33.2, py 3.13.17 aarch64 c11959e6802b f7d4b2145ebb 1687.85s

Dataset: hf://policyengine/policyengine-uk-data-private/enhanced_frs_2024_25.h5@2526edbbb687a3b54dbb11272e5389e4b62d2ac2, sha256 056e80fd8e9151d78f432a25cde863340baee81304c6216a37fb575ce8563784 (verified on both sides), policyengine-uk-data 1.58.1.

Receipts by tax head: head levels
Measure (head) 2025-26 2026-27 2027-28 2028-29 2029-30 2030-31 2031-32
Income tax £298.70bn £318.31bn £335.60bn £350.52bn £365.79bn £383.53bn £401.03bn
National Insurance (employee and self-employed) £52.37bn £54.71bn £56.48bn £58.15bn £60.22bn £62.11bn £64.44bn
National Insurance (employer) £152.00bn £158.47bn £163.28bn £167.71bn £174.87bn £180.28bn £187.05bn
Employer NI change borne by capital £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn
Employer NI change borne by consumers £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn
Capital gains tax £12.61bn £13.05bn £13.53bn £14.02bn £14.52bn £15.05bn £15.58bn
Student loan repayments £7.79bn £8.09bn £8.31bn £8.51bn £8.72bn £8.97bn £9.28bn
VAT excluding private school fees £249.37bn £255.28bn £261.81bn £267.87bn £274.12bn £280.56bn £286.81bn
Change in VAT from its baseline £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn
VAT on private school fees £1.95bn £2.00bn £2.05bn £2.10bn £2.21bn £2.21bn £2.31bn
Change in private school VAT from its baseline £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn
Fuel duties £24.53bn £24.64bn £26.64bn £26.69bn £26.42bn £25.76bn £26.35bn
Alcohol duties £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn
Tobacco duties £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn
Vehicle excise duties £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn
Betting and gaming duties £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn
TV licence fee £4.26bn £4.41bn £4.42bn £4.44bn £4.45bn £4.47bn £4.48bn
Council tax £49.21bn £51.88bn £54.97bn £58.29bn £61.55bn £64.92bn £68.49bn
High value council tax surcharge £0.00bn £0.00bn £0.00bn £0.48bn £0.49bn £0.50bn £0.51bn
Northern Ireland domestic rates £0.55bn £0.58bn £0.60bn £0.63bn £0.66bn £0.69bn £0.72bn
Business rates £34.68bn £38.04bn £38.88bn £39.76bn £43.07bn £43.13bn £44.57bn
Stamp duty land tax on the household's own purchases £6.90bn £7.39bn £7.81bn £8.21bn £8.62bn £9.02bn £9.42bn
Stamp duty land tax paid by companies £4.81bn £5.98bn £6.73bn £7.46bn £8.21bn £8.87bn £9.16bn
Land transaction tax (Wales) £0.07bn £0.08bn £0.09bn £0.09bn £0.10bn £0.10bn £0.11bn
Land and buildings transaction tax (Scotland) £0.31bn £0.32bn £0.34bn £0.35bn £0.37bn £0.38bn £0.40bn
Unspecified tax change borne by capital £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn
Unspecified tax change borne by consumers £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn
Wealth tax £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn
Wealth tax excluding the main residence £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn
Land value tax £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn
Carbon tax £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn
Spending by benefit and service: head levels
Measure (head) 2025-26 2026-27 2027-28 2028-29 2029-30 2030-31 2031-32
State Pension £121.64bn £126.07bn £127.08bn £128.87bn £132.52bn £136.31bn £140.08bn
Pension Credit £6.66bn £7.04bn £7.32bn £7.46bn £7.60bn £7.77bn £7.94bn
Winter Fuel Payment £1.86bn £1.86bn £1.80bn £1.78bn £1.79bn £1.79bn £1.80bn
Pension Age Winter Heating Payment (Scotland) £0.19bn £0.20bn £0.20bn £0.21bn £0.21bn £0.22bn £0.22bn
Universal Credit £75.21bn £80.38bn £82.93bn £84.23bn £85.58bn £86.87bn £87.97bn
Housing Benefit £8.55bn £8.89bn £9.17bn £9.31bn £9.58bn £9.84bn £10.10bn
Council Tax Reduction £1.98bn £2.02bn £2.07bn £2.11bn £2.16bn £2.21bn £2.25bn
Employment and Support Allowance (income-related) £0.79bn £0.81bn £0.83bn £0.85bn £0.86bn £0.89bn £0.90bn
Employment and Support Allowance (contribution-based) £5.20bn £5.34bn £5.46bn £5.59bn £5.72bn £5.85bn £5.99bn
Jobseeker's Allowance (income-based) £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn
Jobseeker's Allowance (contribution-based) £0.29bn £0.30bn £0.30bn £0.31bn £0.32bn £0.32bn £0.33bn
Income Support £0.12bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn
Working Tax Credit £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn
Child Tax Credit £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn
Incapacity Benefit £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn
Personal Independence Payment £26.94bn £28.06bn £29.13bn £29.83bn £30.54bn £31.26bn £31.96bn
Disability Living Allowance £7.49bn £7.80bn £8.10bn £8.29bn £8.49bn £8.69bn £8.88bn
Attendance Allowance £8.68bn £9.04bn £9.38bn £9.61bn £9.83bn £10.07bn £10.29bn
Carer's Allowance £4.48bn £4.67bn £4.84bn £4.96bn £5.08bn £5.19bn £5.31bn
Carer Support Payment (Scotland) £0.31bn £0.32bn £0.33bn £0.34bn £0.35bn £0.36bn £0.37bn
Carer's Allowance Supplement (Scotland) £0.00bn £0.04bn £0.04bn £0.04bn £0.04bn £0.04bn £0.04bn
Severe Disablement Allowance £0.03bn £0.03bn £0.03bn £0.03bn £0.03bn £0.03bn £0.03bn
Industrial Injuries Disablement Benefit £0.50bn £0.52bn £0.53bn £0.54bn £0.55bn £0.57bn £0.58bn
Armed Forces Compensation Scheme £0.61bn £0.62bn £0.64bn £0.65bn £0.67bn £0.68bn £0.70bn
War Widow's or Widower's Pension £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn
Child Benefit £16.16bn £16.83bn £17.43bn £17.85bn £18.26bn £18.69bn £19.10bn
Scottish Child Payment £0.49bn £0.52bn £0.54bn £0.55bn £0.56bn £0.57bn £0.56bn
Two Child Limit Payment (Scotland, counterfactual) £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn
Healthy Start vouchers £0.05bn £0.05bn £0.05bn £0.05bn £0.05bn £0.05bn £0.05bn
Maternity Allowance £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn
Statutory Maternity Pay £3.30bn £3.39bn £3.47bn £3.55bn £3.63bn £3.72bn £3.80bn
Statutory Paternity Pay £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn
Statutory Sick Pay £1.12bn £1.15bn £1.18bn £1.21bn £1.24bn £1.27bn £1.29bn
Sure Start Maternity Grant £0.01bn £0.01bn £0.01bn £0.01bn £0.01bn £0.01bn £0.01bn
Bereavement Support Payment £0.67bn £0.69bn £0.70bn £0.72bn £0.73bn £0.75bn £0.77bn
Widowed Parent's Allowance £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn
Tax-Free Childcare £0.55bn £0.56bn £0.57bn £0.58bn £0.59bn £0.61bn £0.59bn
Extended childcare entitlement £2.99bn £3.50bn £3.60bn £3.67bn £3.77bn £3.85bn £3.94bn
Universal childcare entitlement £2.05bn £2.23bn £2.28bn £2.34bn £2.40bn £2.47bn £2.52bn
Targeted childcare entitlement £0.50bn £0.51bn £0.52bn £0.53bn £0.54bn £0.56bn £0.52bn
Childcare Offer for Wales £0.26bn £0.28bn £0.28bn £0.29bn £0.30bn £0.30bn £0.31bn
Care to Learn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn
Childcare Grant £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn
Parents' Learning Allowance £0.20bn £0.20bn £0.20bn £0.20bn £0.20bn £0.20bn £0.20bn
Adult Dependants' Grant £0.06bn £0.06bn £0.04bn £0.04bn £0.04bn £0.04bn £0.04bn
Travel Grant £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn
Disabled Students' Allowance suppressed suppressed suppressed suppressed suppressed suppressed suppressed
16 to 19 Bursary Fund £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn
NHS spending £203.83bn £204.54bn £205.13bn £205.79bn £206.49bn £207.23bn £207.73bn
State education spending £0.02bn £0.02bn £0.02bn £0.02bn £0.02bn £0.02bn £0.02bn
Transport subsidy spending £25.05bn £25.13bn £25.21bn £25.29bn £25.37bn £25.46bn £25.53bn
Cost-of-living support payment £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn
Energy Bills Rebate £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn
Energy Price Guarantee subsidy £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn
Basic income £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn
Disability basic income £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn
Other public spending budget change £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn
Caseloads: head levels
Measure (head) 2025-26 2026-27 2027-28 2028-29 2029-30 2030-31 2031-32
State Pension 11,261k 11,158k 10,849k 10,746k 10,783k 10,822k 10,848k
Pension Credit 1,485k 1,483k 1,480k 1,461k 1,462k 1,464k 1,460k
Winter Fuel Payment 7,842k 7,793k 7,494k 7,407k 7,432k 7,459k 7,477k
Pension Age Winter Heating Payment (Scotland) 803k 803k 803k 800k 803k 806k 808k
Universal Credit 6,334k 6,341k 6,366k 6,347k 6,345k 6,333k 6,298k
Housing Benefit 1,249k 1,247k 1,250k 1,234k 1,238k 1,240k 1,239k
Council Tax Reduction 3,175k 3,198k 3,209k 3,229k 3,244k 3,257k 3,264k
Employment and Support Allowance (income-related) 71k 71k 71k 71k 71k 72k 72k
Employment and Support Allowance (contribution-based) 719k 721k 723k 726k 728k 731k 732k
Jobseeker's Allowance (income-based) 0k 0k 0k 0k 0k 0k 0k
Jobseeker's Allowance (contribution-based) 67k 67k 67k 68k 68k 68k 68k
Income Support 25k 0k 0k 0k 0k 0k 0k
Working Tax Credit 0k 0k 0k 0k 0k 0k 0k
Child Tax Credit 0k 0k 0k 0k 0k 0k 0k
Incapacity Benefit 0k 0k 0k 0k 0k 0k 0k
Personal Independence Payment 3,566k 3,579k 3,589k 3,601k 3,613k 3,626k 3,635k
Disability Living Allowance 1,291k 1,295k 1,299k 1,303k 1,308k 1,312k 1,316k
Attendance Allowance 1,694k 1,700k 1,705k 1,711k 1,716k 1,723k 1,727k
Carer's Allowance 1,034k 1,038k 1,041k 1,044k 1,048k 1,051k 1,053k
Carer Support Payment (Scotland) 71k 71k 72k 72k 72k 72k 73k
Carer's Allowance Supplement (Scotland) 0k 71k 72k 72k 72k 72k 73k
Severe Disablement Allowance 4k 4k 4k 4k 4k 4k 4k
Industrial Injuries Disablement Benefit 137k 137k 138k 138k 139k 139k 140k
Armed Forces Compensation Scheme 93k 93k 94k 94k 94k 95k 95k
War Widow's or Widower's Pension 0k 0k 0k 0k 0k 0k 0k
Child Benefit 8,102k 8,128k 8,142k 8,165k 8,191k 8,216k 8,232k
Scottish Child Payment 350k 352k 353k 357k 354k 355k 342k
Two Child Limit Payment (Scotland, counterfactual) 0k 0k 0k 0k 0k 0k 0k
Healthy Start vouchers 199k 200k 201k 201k 202k 203k 203k
Maternity Allowance 0k 0k 0k 0k 0k 0k 0k
Statutory Maternity Pay 332k 334k 335k 336k 337k 338k 339k
Statutory Paternity Pay 0k 0k 0k 0k 0k 0k 0k
Statutory Sick Pay 181k 182k 182k 183k 183k 184k 185k
Sure Start Maternity Grant 26k 26k 26k 26k 26k 27k 27k
Bereavement Support Payment 98k 98k 98k 99k 99k 99k 100k
Widowed Parent's Allowance 0k 0k 0k 0k 0k 0k 0k
Tax-Free Childcare 1,014k 1,024k 1,024k 1,027k 1,027k 1,031k 1,013k
Extended childcare entitlement 796k 801k 806k 809k 815k 819k 820k
Universal childcare entitlement 1,071k 1,074k 1,077k 1,080k 1,086k 1,096k 1,097k
Targeted childcare entitlement 165k 156k 154k 155k 155k 156k 144k
Childcare Offer for Wales 39k 39k 39k 39k 39k 39k 39k
Care to Learn 0k 0k 0k 0k 0k 0k 0k
Childcare Grant 0k 0k 0k 0k 0k 0k 0k
Parents' Learning Allowance 98k 98k 99k 99k 99k 100k 100k
Adult Dependants' Grant 18k 18k 12k 12k 12k 13k 13k
Travel Grant 0k 0k 0k 0k 0k 0k 0k
Disabled Students' Allowance suppressed suppressed suppressed suppressed suppressed suppressed suppressed
16 to 19 Bursary Fund 0k 0k 0k 0k 0k 0k 0k
Cost-of-living support payment 0k 0k 0k 0k 0k 0k 0k
Energy Bills Rebate 0k 0k 0k 0k 0k 0k 0k
Energy Price Guarantee subsidy 0k 0k 0k 0k 0k 0k 0k
Basic income 0k 0k 0k 0k 0k 0k 0k
Disability basic income 0k 0k 0k 0k 0k 0k 0k
Government balance, each component counted once: head levels
Measure (head) 2025-26 2026-27 2027-28 2028-29 2029-30 2030-31 2031-32
Government receipts, each component once £900.12bn £943.23bn £981.52bn £1,015.29bn £1,054.39bn £1,090.56bn £1,130.72bn
Government spending £528.87bn † £543.67bn † £551.43bn † £557.71bn † £566.13bn † £574.77bn † £582.74bn †
Government balance, each receipt once £371.25bn † £399.56bn † £430.10bn † £457.58bn † £488.27bn † £515.79bn † £547.98bn †
Benefits in household_benefits but not in gov_spending £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn £0.00bn
Model totals: head levels
Measure (head) 2025-26 2026-27 2027-28 2028-29 2029-30 2030-31 2031-32
gov_tax £900.12bn £943.23bn £981.52bn £1,015.29bn £1,054.39bn £1,090.56bn £1,130.72bn
household_tax £496.79bn £527.48bn £554.39bn £577.61bn £603.19bn £627.52bn £654.55bn
pre_budget_change_household_tax £489.00bn £519.39bn £546.08bn £568.63bn £593.98bn £618.05bn £644.75bn
gov_spending £528.87bn † £543.67bn † £551.43bn † £557.71bn † £566.13bn † £574.77bn † £582.74bn †
household_benefits £528.87bn † £543.67bn † £551.43bn † £557.71bn † £566.13bn † £574.77bn † £582.74bn †
gov_balance £371.25bn † £399.56bn † £430.10bn † £457.58bn † £488.27bn † £515.79bn † £547.98bn †
Household income totals: head levels
Measure (head) 2025-26 2026-27 2027-28 2028-29 2029-30 2030-31 2031-32
Household market income £1,651.49bn £1,713.03bn £1,764.05bn £1,812.97bn £1,862.19bn £1,918.39bn £1,985.28bn
Household net income £1,644.46bn † £1,688.65bn † £1,719.42bn † £1,750.39bn † £1,781.36bn † £1,820.67bn † £1,866.89bn †
Household net income (HBAI definition) £1,457.62bn £1,504.74bn £1,537.75bn £1,569.43bn £1,602.65bn £1,640.38bn £1,686.54bn
Population: head levels
Measure (head) 2025-26 2026-27 2027-28 2028-29 2029-30 2030-31 2031-32
People 69,224k 69,466k 69,668k 69,891k 70,128k 70,381k 70,550k
Benefit units 35,100k 35,223k 35,325k 35,438k 35,558k 35,686k 35,772k
Households 31,037k 31,145k 31,236k 31,336k 31,442k 31,555k 31,631k
Poverty rates: head levels
Measure (head) 2025-26 2026-27 2027-28 2028-29 2029-30 2030-31 2031-32
Absolute poverty, before housing costs: everyone 15.9% 15.1% 15.5% 15.6% 15.7% 15.7% 15.8%
Absolute poverty, before housing costs: children 24.0% 21.1% 21.5% 21.5% 21.7% 21.7% 21.8%
Absolute poverty, before housing costs: working-age adults 13.8% 13.5% 14.0% 14.1% 14.2% 14.2% 14.3%
Absolute poverty, before housing costs: pensioners 13.6% 13.2% 13.1% 13.4% 13.5% 13.5% 13.5%
Absolute poverty, after housing costs: everyone 21.4% 20.8% 21.2% 21.5% 21.8% 21.9% 22.2%
Absolute poverty, after housing costs: children 33.0% 30.7% 31.0% 31.1% 31.4% 31.7% 32.3%
Absolute poverty, after housing costs: working-age adults 19.8% 19.6% 20.2% 20.5% 20.7% 20.9% 21.1%
Absolute poverty, after housing costs: pensioners 12.7% 12.3% 12.3% 12.5% 12.9% 12.9% 13.0%
Relative poverty, before housing costs: everyone 17.2% 16.4% 16.5% 16.4% 16.3% 16.4% 16.6%
Relative poverty, before housing costs: children 26.2% 23.5% 23.4% 23.1% 22.8% 23.0% 23.3%
Relative poverty, before housing costs: working-age adults 14.6% 14.3% 14.7% 14.7% 14.6% 14.7% 14.9%
Relative poverty, before housing costs: pensioners 15.0% 14.8% 14.1% 14.1% 14.0% 14.0% 14.2%
Relative poverty, after housing costs: everyone 21.6% 21.0% 21.2% 21.2% 21.3% 21.4% 21.8%
Relative poverty, after housing costs: children 33.2% 31.2% 30.9% 30.7% 31.0% 31.0% 31.5%
Relative poverty, after housing costs: working-age adults 19.9% 19.8% 20.1% 20.3% 20.4% 20.5% 20.7%
Relative poverty, after housing costs: pensioners 12.9% 12.4% 12.1% 11.8% 11.8% 11.9% 12.8%
People in poverty: head levels
Measure (head) 2025-26 2026-27 2027-28 2028-29 2029-30 2030-31 2031-32
Absolute poverty, before housing costs: everyone 11,039k 10,465k 10,769k 10,890k 10,992k 11,057k 11,136k
Absolute poverty, before housing costs: children 3,579k 3,171k 3,230k 3,240k 3,280k 3,300k 3,324k
Absolute poverty, before housing costs: working-age adults 5,843k 5,744k 6,034k 6,134k 6,183k 6,218k 6,267k
Absolute poverty, before housing costs: pensioners 1,616k 1,550k 1,504k 1,517k 1,530k 1,539k 1,545k
Absolute poverty, after housing costs: everyone 14,840k 14,418k 14,804k 15,005k 15,265k 15,430k 15,663k
Absolute poverty, after housing costs: children 4,937k 4,609k 4,667k 4,687k 4,755k 4,820k 4,919k
Absolute poverty, after housing costs: working-age adults 8,401k 8,356k 8,734k 8,907k 9,048k 9,135k 9,257k
Absolute poverty, after housing costs: pensioners 1,503k 1,453k 1,404k 1,412k 1,461k 1,475k 1,487k
Relative poverty, before housing costs: everyone 11,889k 11,389k 11,463k 11,483k 11,421k 11,523k 11,707k
Relative poverty, before housing costs: children 3,915k 3,517k 3,517k 3,489k 3,449k 3,489k 3,549k
Relative poverty, before housing costs: working-age adults 6,197k 6,128k 6,335k 6,397k 6,384k 6,437k 6,537k
Relative poverty, before housing costs: pensioners 1,776k 1,744k 1,611k 1,597k 1,587k 1,596k 1,621k
Relative poverty, after housing costs: everyone 14,943k 14,585k 14,741k 14,808k 14,951k 15,039k 15,362k
Relative poverty, after housing costs: children 4,967k 4,674k 4,650k 4,630k 4,691k 4,712k 4,793k
Relative poverty, after housing costs: working-age adults 8,441k 8,448k 8,700k 8,836k 8,916k 8,976k 9,106k
Relative poverty, after housing costs: pensioners 1,535k 1,463k 1,391k 1,342k 1,344k 1,352k 1,463k
Inequality: head levels
Measure (head) 2025-26 2026-27 2027-28 2028-29 2029-30 2030-31 2031-32
Gini coefficient, equivalised HBAI income before housing costs 0.3084 0.3058 0.3064 0.3071 0.3075 0.3081 0.3096
Mean household net income in each side's own deciles: head levels
Measure (head) 2025-26 2026-27 2027-28 2028-29 2029-30 2030-31 2031-32
Decile 1: mean household_net_income per household £17,768 † £17,862 † £17,836 † £17,888 † £18,172 † £18,307 † £18,443 †
Decile 2: mean household_net_income per household £27,982 † £28,857 † £28,628 † £28,890 † £29,105 † £29,623 † £30,135 †
Decile 3: mean household_net_income per household £34,380 † £35,464 † £36,042 † £36,502 † £36,778 † £37,311 † £38,128 †
Decile 4: mean household_net_income per household £39,272 † £40,694 † £41,875 † £42,379 † £43,101 † £43,923 † £44,180 †
Decile 5: mean household_net_income per household £43,318 † £44,626 † £45,564 † £46,292 † £47,361 † £48,268 † £49,578 †
Decile 6: mean household_net_income per household £48,188 † £49,519 † £50,747 † £51,489 † £52,191 † £53,186 † £54,241 †
Decile 7: mean household_net_income per household £56,167 † £57,131 † £57,759 † £58,177 † £58,914 † £59,920 † £61,824 †
Decile 8: mean household_net_income per household £69,198 † £70,961 † £71,804 † £73,232 † £74,253 † £75,667 † £77,424 †
Decile 9: mean household_net_income per household £79,493 † £81,039 † £82,842 † £84,144 † £85,534 † £87,055 † £89,936 †
Decile 10: mean household_net_income per household £117,577 † £120,291 † £121,928 † £124,157 † £126,037 † £128,333 † £131,101 †
Standard reform costings (change in gov_balance): head levels
Measure (head) 2025-26 2026-27 2027-28 2028-29 2029-30 2030-31 2031-32
Raise basic rate by 1pp £6.47bn £6.76bn £6.67bn £6.86bn £7.06bn £7.35bn £7.55bn
Raise higher rate by 1pp £3.69bn £3.98bn £4.03bn £4.29bn £4.46bn £4.78bn £4.91bn
Raise personal allowance by ~800GBP/year £-3.82bn £-3.94bn £-4.01bn £-4.09bn £-4.18bn £-4.18bn £-2.00bn
Raise child benefit by 25GBP/week per additional child £-1.99bn £-1.75bn £-1.56bn £-1.46bn £-1.35bn £-1.24bn £-1.12bn
Reduce Universal Credit taper rate to 20% £-20.39bn £-20.96bn £-21.38bn £-21.57bn £-21.87bn £-22.17bn £-22.60bn
Raise Class 1 main employee NICs rate to 10% £11.02bn £11.42bn £11.77bn £12.07bn £12.37bn £12.75bn £13.07bn
Raise VAT standard rate by 2pp £24.89bn £25.55bn £26.14bn £26.75bn £27.39bn £28.03bn £28.66bn
Raise additional rate by 3pp £2.96bn £3.21bn £3.26bn £3.46bn £3.65bn suppressed suppressed
Raise the Universal Credit standard allowance by 10% £-3.02bn £-3.15bn £-3.26bn £-3.30bn £-3.34bn £-3.39bn £-3.44bn
Raise the State Pension by 10% £-7.79bn £-8.02bn £-8.01bn £-8.12bn £-8.43bn £-8.54bn £-8.87bn
Standard reforms: change in each reform's target: head levels
Measure (head) 2025-26 2026-27 2027-28 2028-29 2029-30 2030-31 2031-32
Raise basic rate by 1pp: change in income_tax £6.61bn £6.91bn £6.83bn £7.03bn £7.24bn £7.47bn £7.73bn
Raise higher rate by 1pp: change in income_tax £3.69bn £3.99bn £4.04bn £4.25bn £4.47bn £4.74bn £4.93bn
Raise personal allowance by ~800GBP/year: change in income_tax £-3.95bn £-4.08bn £-4.17bn £-4.24bn £-4.34bn £-4.41bn £-1.76bn
Raise child benefit by 25GBP/week per additional child: change in child_benefit £2.33bn £2.14bn £1.95bn £1.84bn £1.73bn £1.62bn £1.50bn
Reduce Universal Credit taper rate to 20%: change in universal_credit £20.39bn £20.95bn £21.37bn £21.62bn £21.87bn £22.22bn £22.61bn
Raise Class 1 main employee NICs rate to 10%: change in national_insurance £11.28bn £11.74bn £12.06bn £12.37bn £12.69bn £13.03bn £13.49bn
Raise VAT standard rate by 2pp: change in vat £24.69bn £25.35bn £25.94bn £26.54bn £27.17bn £27.81bn £28.43bn
Raise additional rate by 3pp: change in income_tax £2.96bn £3.21bn £3.26bn £3.46bn £3.66bn suppressed suppressed
Raise the Universal Credit standard allowance by 10%: change in universal_credit £3.02bn £3.15bn £3.26bn £3.32bn £3.39bn £3.44bn £3.48bn
Raise the State Pension by 10%: change in state_pension £10.68bn £11.18bn £11.31bn £11.55bn £12.00bn £12.44bn £12.94bn

Exercise all three statutory payments in the deprecated WFP eligibility reform; clarify legal input limits and preserve the measured seven-year aggregate report. All formulas are unchanged from the fully validated implementation head.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
@MaxGhenis

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Hand-off at 9ed08314abc3d8bff20830485b3ac93fb52b2b11 (draft; no merge/enqueue).

Validated source 7bdd785: 8,681 Python passed / 61 allowed skipped / 2 xfailed; 4,488 YAML passed; lint, docs, Python 3.11–3.14 smoke imports, Test/Result and Aggregate impact passed. Local 3 Python properties and 9 WFP YAML passed; no local microsimulation/data build.

2025-26 combined with #2066: Income Tax +£293.298m; WFP spending +£175.420m and +783,692 weighted recipients; HB spending -£0.269m; CTR spending/caseload unchanged; government balance +£118.146m excluding suppressed DSA. Seven-year table is in RESULT.md/PR body.

Aggregate impact run 40014615941 passed with no newly broken checks; one pre-existing negative-VAT check persists. These figures include the required #2066 merge prerequisite. The final commit adds locally passing tests and documentation only; fresh CI is queued/running.

RESULT.md records all consumers/legal sources and compatibility references. .job/HANDOFF.md and .job/handoffs.jsonl contain the hub hand-off. Independent GPT-6.1 Sol review and Axiom parity remain with the hub. #2535 was not edited.

MaxGhenis and others added 3 commits October 23, 2026 16:56
The report is a job artifact, not part of the change; the UK hub keeps a
copy outside the repository.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Apply the 16-hour threshold and the IS/JSA(IB)/ESA(IR) exclusions,
using the existing personal receipt flags and #2007 parameter files.
Retain existing rates, eligibility, couple rules and band edges.
Add 2026 regressions and update fixtures for the flat non-worker amount.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Give the vector policy tests an age array first so the default builder
creates the intended number of people. Update the two existing CTR
severe-premium snapshots for the inherited flat non-worker deductions.
No policy formula or parameter changes.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Expand the regression matrix into single-person YAML cases because Core
infers population size from the first input and does not broadcast scalars.
Keep the same inputs and legal expected amounts in each scenario.
No policy formula or parameter changes.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
@MaxGhenis

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UK hub pushed 404daf7d1 (fast-forward over 6df0e6f65; fixtures only, no formula or parameter change). It fixes the 18 YAML failures at 6df0e6f65:

  • Sixteen new vector cases inferred one person from scalar inputs. They are now 52 independent single-person cases: 16 HB and 36 CTR, covering all three nations.
  • Two CTR severe-premium snapshots omitted the new flat deduction. They are now £218.80 and zero.

6df0e6f65 answers the GPT-6.1 Sol round-1 P2. Income banding of the HB and CTR non-dependant deductions now applies only to a non-dependant in remunerative work: 16 or more hours a week, and not on IS, JSA(IB) or ESA(IR). Everyone else gets the flat amount, under HB reg 74(1)(b), (2), pension-age reg 55(1)(b), (2) and the national CTR equivalents. The four remunerative_work_hours.yaml files are byte-identical to #2007's.

Measured impact (Aggregate impact run 40029283812, the full PR including #2066, certified enhanced FRS 2024-25): HB spending falls about £6m a year (−£6.0m in 2025-26 to −£7.1m in 2030-31), and CTR spending falls about £1.7m a year. The report shows 0 newly broken checks.

A delta review of the gate and fixtures at this head is under way. This PR lands after #2066, which is in the merge queue.

The independent delta review of 404daf7 found a P1. The work gate charged the flat £20.40 a week to every non-worker. Before the gate, a non-worker with no banding income got the scale's zero, because calc(0, right=True) hits the zero sentinel. Many such non-dependants are exempt by law, and the model can identify them:
- the non-dependants of an Attendance Allowance claimant (HB reg 74(6), reg 55(6), CTR Sch 1 para 8(6) and equivalents);
- for CTR, a non-dependant on IS, JSA(IB), ESA(IR) or Pension Credit, or on UC without earnings (para 8(8)(a), (c));
- for HB, a non-dependant under 25 on IS (reg 74(8)).
Measured alone, the gate cut HB about £6m a year and CTR about £1.7m.

A non-worker's deduction is now the lower of the banded amount and the flat amount. At positive banding income, including pension income, that is the flat amount, as reg 74(1)(b) and its equivalents require. At nil income it is still zero, until #2007 models the exemptions together with the flat charge.

The six snapshots the gate moved for nil-income non-workers are back to their pre-gate values. These are the two pension-age AA claimant cases, the two CTR claimant cases, and the two investment-income non-worker cases. The two new files' nil-income cases now assert zero. Two guards are added, an HB non-dependant under 25 on IS and a CTR non-dependant on UC without earnings, both at nil income. The CTR IS, JSA(IB) and ESA(IR) cases note that para 8(8)(a) exempts them; that exemption stays for #2007.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
@MaxGhenis

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Pushed cf5b3b530 (fast-forward over 404daf7d1) for the hub's round 2 review. It found that the first version of the gate (6df0e6f65) charged £20.40 a week to non-workers with nil banding income, where the old lookup gave £0. Much of that group is exempt in law, and none of the exemptions is modelled yet:

  • a claimant on Attendance Allowance, PIP daily living or similar (HB reg 74(6), reg 55(6), CTR Sch 1 para 8(6));
  • CTR non-dependants on IS, JSA(IB), ESA(IR) or SPC (para 8(8)(a)), or on UC without earnings (para 8(8)(c));
  • HB non-dependants under 25 on those benefits (reg 74(8)), or on SPC (reg 74(10));
  • full-time students.

The fix takes review option (a): the gate only ever lowers a deduction. Non-workers get min_(banded, flat) in both consumers: £20.40 at positive banding income, £0 at nil, until #2007 brings the exemptions and the flat charge in together.

Fixtures:

  • The six snapshots that the first gate moved are back to their pre-gate outputs, parsed and compared with 20d873b6e. That includes pension_age_severe_disability_conditions.yaml, where the same file's carer case confirms the AA exemption values.
  • Both nil-income cases now assert £0.
  • Two new guards at nil banding income: an HB non-dependant aged 22 on IS, and a CTR non-dependant whose benefit unit gets UC without earnings.
  • The CTR IS/JSA/ESA cases cite para 8(8)(a) as an inherited gap.

PR body: updated for the P2. It reports the gate-only decomposition from runs 40014615941 and 40029283812 (HB −£5.7m to −£6.8m a year, CTR −£1.6m to −£1.8m; almost all of it was the nil-income charge this commit removes). It marks those figures as superseded until Aggregate impact run 40040246899 at this head finishes, and lists the round 2 P3s (band edges, couples, the NI reference, merge order with #2007) as #2007 follow-ups.

Static checks: git diff --check clean, ruff formatted, merge-tree clean against main. I ran nothing locally (UK Budget certification reservation); CI is running. A delta review follows.

Main (e6f8bb1) released the winter fuel payment charge, which this branch
had merged as a prerequisite. The four conflicts:
- changelog.d/winter-fuel-payment-charge.added.md: main released and removed
  it; removed here too. This branch's own fragment already describes its
  total_income change.
- _net_earnings.py, housing_benefit_net_earnings.py and
  total_income_charged_to_tax.py: documentation only. This branch's text,
  written on top of the charge's, is kept; the code merged cleanly.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Main's new 2018 case (6b355c7) set total_income, which the split HB and
CTR non-dependant bases no longer read, so both deductions came out at £0
instead of £793. It now supplies £5,200 of employment income (£100 a week)
and 16 hours a week. The expected £15.25 x 52 = £793 is unchanged.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
@MaxGhenis
MaxGhenis marked this pull request as ready for review October 25, 2026 04:58
@MaxGhenis
MaxGhenis added this pull request to the merge queue Oct 25, 2026
Merged via the queue into main with commit 3a8f9dc Oct 25, 2026
21 checks passed
@MaxGhenis
MaxGhenis deleted the split-program-income branch October 25, 2026 07:07
@MaxGhenis

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Merged by the UK hub (Claude session 8e19f9d5) at head 69f815b87, through the merge queue with the head pinned.

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Split total income into tax and programme-specific income concepts

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