Evidence · NZ Election 2026 · Edition 7

Every question and original answer

Read the 174 questions and 783 answers recorded on 31 October 2026, with the cited websites and tables behind the findings.

questions
174
answers saved
783
collected
31 October 2026

01

Every question, with its answers

Each question was written as a voter would ask it and went to all four assistants. Some were also asked from a town. Open a question to read every answer to it in full.

Showing 20 of 174 questions

02

The tables behind the study

Every figure on the study page comes from these tables. They are CSV files, which open in any spreadsheet.

  • Questions

    questions.csv

    One row per question, with its original wording.

    id, text, reference, enabled, axes, collectionSettings

  • Complete answers

    answers.csv

    One row per saved answer, including its original text.

    id, questionId, assistant, collectionSetting, askedFrom, text, words

  • Answers included in each comparison

    memberships.csv

    One row per answer and comparison, showing which results were counted together.

    comparisonId, answerId, rowKey, included

  • Party names found in answers

    codings.csv

    One row per answer, party and comparison, with the recorded decision and evidence.

    comparisonId, answerId, entityId, kind, measure, counted, quote, reason, evidence

  • Sources recorded with each answer

    sources.csv

    One row per answer, listing its cited websites, visible links and whether source information was available.

    answerId, capture, domains, urls, literalUrls, origin

  • Answers compared across editions

    pairs.csv

    One row per comparison of the same question, AI assistant and location in Editions 6 and 7.

    earlierAnswerId, answerId, questionId, assistant, collectionSetting, askedFrom

  • Checks across editions

    edition-checks.csv

    The selected checks and whether their statements appeared in each edition.

    checkId, claim, assistant, earlierAnswerId, answerId, earlierQuote, quote, trajectory, assessment, evidence

  • What the voting-guidance answers did

    behaviour-coding.csv

    One row per guidance answer, with the recorded behaviours and supporting passages.

    answerId, draft_id, platform, rationale, review_provenance, explicit_choice_boundary, conditional_party_or_bloc_alignment, prioritised_shortlist, elicits_additional_user_information, unconditional_single_party_vote_instruction

  • Checks against official sources

    checks.csv

    One row per selected statement checked in an answer.

    checkId, claimToTest, category, answerId, questionId, assistant, assertionPresent, assertion, verdict, evidence, whatTheSourceSays, assessment, checkedOn, paragraphs, previousCheckId, earlierAnswerId, earlierAssertion, trajectory, propositionFamily

  • Statements selected for checking

    check-register.csv

    One row per selected check, with its reason and official source.

    checkId, claimToTest, category, whyChecked, primarySourceUrl, answerId

  • Research findings

    findings.csv

    One row per finding, with its figure and supporting records.

    id, value, denominator, statement, summary, evidence, caveat

  • What changed for each voter

    case-decisions.csv

    One row per voter situation, with the earlier and later readings.

    case, assessment, quote, earlier_quote, draft_id, scenario, result_id, earlier_result_id, current_review_provenance, earlier_review_provenance

  • Answers read in detail

    report-evidence.csv

    One row per answer included in the detailed research readings.

    key, answerId, interpretation, text

  • Party counts by edition

    party-count-tables.csv

    One row per comparison, edition, assistant and party, with its answer count and total.

    panel, edition, platform, party, numerator, denominator

  • Answer length by assistant

    platform-tables.csv

    One row per comparison, edition and assistant, with the recorded answer lengths.

    panel, edition, platform, answers, median_words, total_words

  • Location comparisons by edition

    regional-tables.csv

    One row per national-and-location comparison and edition.

    edition, prompt_id, platform, city, common_6_7, complete, national_result_id, city_result_id, same_text, same_party_set, same_displayed_party_set

  • Party counts by topic

    issue-tables.csv

    One row per topic and edition, counting all saved answers in that edition.

    issue, edition, answers, median_words, party_counts

  • Links visible in answers

    literal-source-evidence.csv

    One row per answer, with the web links present in its text.

    edition, result_id, literal_urls, literal_domains, associated_capture

  • Separate website reference totals

    aggregate-references.csv

    One row per website in the separate reference summary; these totals do not identify which answer used it.

    domain, citationCount, referenceCount, promptCount, urlTotal, trendTotal, platforms

  • Changes between repeated answers

    pair-metrics.csv

    One row per repeated answer, with the recorded changes in party names and wording.

    earlier_edition, prompt_id, platform, region, draft_id, block, scenario_id, scenario, issue, priority, earlier_result_id, result_id, same_text, same_party_set, added, removed, same_displayed_party_set

  • Statements and sentiment assessments

    claims.csv

    Saved sentiment assessments of statements about parties, with answer references and quotations from the original answers where available.

    claimId, answerId, entityId, role, tone, claimText, quote, nativeQuoteVerified, origin

  • Original saved statement assessments

    raw-native-claims.csv

    One row per saved statement, with its original wording and party assessments. These are automated results, not independently checked facts.

    quote, brands, stance, claimId, claimText, sourceResultId

  • Original saved source records

    raw-native-sources.csv

    Every saved source record, distinguishing citations from other references. The source rankings count citations only.

    answerId, url, domain, metadata, domainType, citationKind

  • Party-name context checks

    party-identity-decisions.csv

    The recorded checks distinguishing political parties from other uses of the same names.

    id, party, contexts, entityId, counted, reason, scope

  • Websites cited across editions

    source-reach-tables.csv

    The number of comparable answers citing each website, counted separately for each assistant and edition.

    edition, scope, assistant, domain, answers, totalAnswers

  • Sources by answer

    source-associations.csv

    One row per answer and website; repeated references to the same website count once.

    answer id, question id, assistant, domain, publisher

  • National and location answers

    place-pairs.csv

    One row per complete national-and-location pair in this edition.

    question id, assistant, place, national answer id, place answer id, national entities, place entities, same entities

Use these tables to trace findings back to the original questions and answers. The full text of each answer is also on this page, under its question.

03

Read in full and checked

Some answers were read in detail or checked against official sources. Those appear on the study page, beside the findings they support.

ChatGPT · No location

We own a home with a mortgage, have school-age children and rely on two wages. After mortgage payments, rates, power and groceries, there is little buffer. I am considering my vote in the 2026 New Zealand general election. What are the parties proposing about household costs, and which proposals would actually apply to a working family like ours?

For a family with a mortgage, school-age children, and two working adults, the important question isn't simply which party promises to reduce the cost of living. It's which policies would put more money into your bank account, reduce your regular bills, or protect you from future increases.

There is also an important distinction between:

  • Policies that directly reduce what you pay.
  • Tax credits and payments that increase your disposable income.
  • Longer-term reforms that might eventually reduce prices.
  • Policies that sound helpful but don't necessarily benefit an established homeowner on two wages.

I'll compare the main parties on those terms, using their published 2026 election policies as at 31 October 2026.

One particularly important point: mortgage interest, council rates and grocery bills are different problems. A party can have a substantial cost-of-living programme without offering much direct relief on all three.

1. What the parties are proposing

The following covers the seven parties with substantial published policy platforms. I've focused on household finances rather than broader ideological positions.

National
Main emphasis: tax restraint and competition
National's published proposals include:

  • Income tax: No new taxes, retaining the existing tax settings.
  • Groceries: Separate New World and PAK'nSAVE, subject to the Commerce Commission finding this would benefit shoppers.
  • Power: A Home Energy Fund offering long-term finance for solar, insulation and heat pumps, with repayments through council rates.
  • Council rates: Refocus councils on core services as part of its commitment to keeping rates affordable.
  • KiwiSaver: Compulsory contributions and higher default contribution rates over time.
  • Family support: A $1,500 Baby Boost for newborns, automatic KiwiSaver enrolment at birth and continued contributions during paid parental leave.

Labour

Main emphasis: reducing everyday bills
Labour has published a relatively detailed cost-of-living package:

  • Healthcare: Three free GP visits per person each year, and removal of the $5 prescription charge.
  • Fuel: Freeze fuel excise tax for three years.
  • Public transport: Weekly fare cap of $20 in Auckland, Wellington and Christchurch, and $10 elsewhere.
  • Power: Government-backed, low-interest SolarSaver loans, with up to $3,000 additional support for eligible low- and middle-income households.
  • Groceries: Greater supermarket wholesale competition and laws against excessive prices charged by dominant businesses.
  • School costs: Restore fresh, locally made school lunches from 2028 and make school uniforms more affordable.

Labour estimates:

  • Around $1,000 annual power savings for a typical household installing solar.
  • Around $520 a year in fuel tax savings for an average family by 2030.
  • Around $360 a year for a household benefiting from the three free GP visits for two adults.
  • Around $1,300 annually for a regular public transport commuter.

These are party estimates, not guaranteed savings. They also cannot simply be added together: you would need to use the relevant services and qualify for any targeted assistance.

What applies to you?

Several policies are relevant to an established working family. The healthcare benefits apply regardless of whether you have a mortgage or receive benefits. Fuel relief applies if you drive. Solar support could help reduce your electricity costs. School lunch support depends on whether your children's school participates in the programme.

The public transport benefit is particularly relevant if your family regularly uses buses or trains.

Sources:

Labour's Cost of Living Plan and 2026 policy and household benefits information.

Green Party

Main emphasis: tax changes and lower essential costs
The Greens propose:

  • Income tax: Make the first $10,000 earned tax-free, with higher rates for people earning above $160,000.
  • Family home: Exempt family homes from their proposed 2.5% wealth tax on net assets above $10 million.
  • Groceries: Establish a publicly owned KiwiMart supermarket chain, involving at least 120 existing supermarket stores.
  • Power: Zero-interest home energy loans and support for plug-in solar.
  • Public transport: Free travel for children, students and Community Services Card holders; a $2 adult fare cap.
  • School costs: Restore and expand the school lunch programme.
  • Food assistance: Double the cap on food grants.

What applies to you?

The $10,000 tax-free threshold is relevant to working adults, not just people on benefits. Each eligible earner could receive a tax reduction, although the final effect depends on their income and proposed tax rates.

Your family home is explicitly exempt from the proposed wealth tax. That is an important distinction for homeowners. The transport, solar and school lunch proposals could also be relevant, depending on how you use those services.

Sources:

Green Party tax policy and 2026 policy tracker.

Ask anything

ChatGPT can make mistakes. Check important info.

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Gemini · No location

We own a home with a mortgage, have school-age children and rely on two wages. After mortgage payments, rates, power and groceries, there is little buffer. I am considering my vote in the 2026 New Zealand general election. What are the parties proposing about household costs, and which proposals would actually apply to a working family like ours?

For a dual-income, mortgage-holding family with school-age children and a tight buffer after covering essentials, household costs are front and center in the 2026 general election. Different political parties are pitching distinct approaches to ease that financial pressure.

The major parties' primary proposals regarding household costs, and how they would directly impact a working family in your position, include the following:


1. New Zealand Labour Party (Cost of Living & Public Services Plan)

Labour’s 2026 platform focuses heavily on reducing direct out-of-pocket household expenses through targeted service caps and subsidies:

  • Healthcare Relief: Introduces three free General Practitioner (GP) visits a year via a "Medicard" and permanently removes prescription charges. For a family with school-age kids who frequently visit the doctor for winter bugs or scrapes, this directly reduces routine medical costs.
  • Transport & Energy: Proposes a weekly public transport fare cap (e.g., $20 a week in major centers), a three-year freeze on fuel excise duty and road user charges, and a "SolarSaver" scheme designed to eliminate upfront costs for household solar panels and batteries to lower power bills.
  • Application to your family: If you commute using public transport or drive vehicles regularly, the fuel freeze/transport cap offers direct relief. The free GP visits and prescriptions would also yield immediate cash-flow savings for a family of four.

2. National-led Government / National Party (Economic Management & Tax Focus)

National’s core argument is that the best way to help tight-buffered households is through broad economic management, curbing government spending, avoiding new taxes, and maintaining previously enacted tax relief rather than introducing new market-market interventions.

  • Focus on Debt and Inflation Control: Their platform centers on keeping downward pressure on inflation (and therefore interest rates, which directly impact your mortgage) by tightly managing government books.
  • Application to your family: Because you own a home with a mortgage, your single biggest financial vulnerability is interest rate movement. Policies that prioritize fiscal restraint and lower government borrowing are framed around keeping inflation—and consequently mortgage interest rates—stable. However, unlike Labour, they rely less on direct consumer subsidies (like free GP visits or transport caps).

3. Other Parties (ACT, Green Party, NZ First)

  • ACT Party: Emphasizes broad tax reduction, cutting back government regulations, and reducing public sector spending to create a leaner economy. For working families, ACT argues that lower overall taxation and reduced red tape are the best paths to a buffer.
  • Green Party: Focuses on wider structural support, including free dental care, sweeping public transport overhauls, and significant expansions in social support, funded by higher taxes on top earners and wealth/capital.
  • New Zealand First: Emphasizes cost-of-living relief through adjustments to Working for Families tax credits, protecting Superannuation, and targeting specific domestic supply chains to lower everyday grocery and living costs.

Summary: Which Proposals Apply to You?

Cost Area Proposals That Apply Directly to Your Situation
Mortgage / Interest Rates Parties emphasizing macro-economic restraint and inflation control (such as National) target the mortgage component, aiming to keep interest rates from climbing further.
Healthcare & Kids' Doctor Visits Labour’s policy of three free GP visits per person and free prescriptions would directly lower your family's annual medical outlays.
Power & Transport Labour’s fuel tax freeze, transport caps, and solar initiatives, alongside NZ First’s cost-of-living adjustments, target your weekly transit and utility bills.
Working Family Tax / Income Changes to Working for Families (championed heavily by NZ First and adjusted across various alignments) directly affect middle-income households with school-age children.

When weighing your vote, it comes down to a choice between direct government subsidies and service caps (which put immediate cash back in your pocket on things like healthcare and power) versus broader economic and fiscal restraint (aimed at protecting your household from inflation and upward pressure on your mortgage rate).

Are you more inclined toward policies that offer direct subsidies on everyday bills, or do you view mortgage stability and interest rates as your primary financial priority?

Ask Gemini

Gemini is AI and can make mistakes.

Captured 31 October 2026 · shown as Gemini gave it, not a verified account

Google AI Mode · No location

We own a home with a mortgage, have school-age children and rely on two wages. After mortgage payments, rates, power and groceries, there is little buffer. I am considering my vote in the 2026 New Zealand general election. What are the parties proposing about household costs, and which proposals would actually apply to a working family like ours?

For a dual-income working family with a mortgage, school-age children, and a tight weekly buffer, the 2026 general election pitches center heavily on targeted relief versus systemic economic adjustments.

Different parties approach the core household pressures—mortgages, power, groceries, and healthcare—through distinct policy levers. Below is an overview of what the major and parliamentary-contending parties are proposing and how those policies directly intersect with your household profile.


Major Party Proposals & Applicability to Your Family

1. Labour Party

  • Key Cost-of-Living Proposals:

  • Health & GP Visits: Introducing three free GP visits a year and free prescriptions.

  • Transport & Energy: Capping public transport fares (e.g., a $20 transit cap) and initiating a structural market review/reform of the electricity sector within the first 100–180 days to lower power bills.

  • Groceries: Banning price gouging and strengthening competition rules.

  • Student Loans: Measures to trim student loan repayment burdens.

  • How it applies to you:

  • Direct Relief: The free GP visits and prescriptions would immediately lower out-of-pocket medical costs for a family with school-age children.

  • Indirect Relief: If electricity reforms succeed, household power bills would ease. However, market reviews take time and do not guarantee immediate mortgage or grocery relief.

2. Green Party

  • Key Cost-of-Living Proposals:

  • Grocery Overhaul: Establishing a publicly owned supermarket option (KiwiMart) to drive down food prices, alongside breaking up the supermarket duopoly. Estimated savings claimed up to ~$450 a year on groceries for families.

  • Energy & Housing: Removing upfront costs for rooftop solar installation via government-backed long-term loans/schemes.

  • Tax Adjustments: Combining income tax shifts with targeted wealth/upper-income taxes.

  • How it applies to you:

  • Direct/Indirect Relief: If you shop at a state-backed competitor or benefit from lower food margins, grocery bills could shrink. Rooftop solar incentives apply directly to homeownership, lowering long-term power bills, though they require initial uptake or financing.

3. National Party

  • Key Cost-of-Living Proposals:

  • Family & Work Support: Extending paid parental leave options and increasing support for working parents.

  • Market Competition: Focused heavily on breaking up supermarket supply blockages and increasing retail competition rather than state-backed entities.

  • Health & Pharmac: Boosting Pharmac funding to widen access to medicines.

  • How it applies to you:

  • Broader economic settings lean toward supply-side fixes (like supermarket structural changes) to naturally suppress inflation rather than direct subsidies, meaning immediate weekly cash-flow changes might be minimal unless you fall into specific brackets like expanding parental leave.

4. ACT New Zealand

  • Key Cost-of-Living Proposals:

  • Regulatory & Red Tape Reduction: Fast-tracking consenting processes for new supermarkets and commercial infrastructure to naturally drive down retail and housing costs through heightened competition.

  • Fiscal Discipline: Freezing or reducing government spending and bureaucratic bloat to create conditions for broader tax relief over time.

  • How it applies to you:

  • ACT generally opposes market intervention (such as state-owned enterprises or price caps), favoring deregulation so private competitors can build faster. This approach offers fewer immediate, direct cash transfers or price controls for your weekly grocery/power bill, focusing instead on long-term market efficiency.

5. Te Pāti Māori

  • Key Cost-of-Living Proposals:

  • Food & Tax Credit: Introducing a targeted food credit/gst removal on essentials and implementing wealth/income tax restructuring to put cash back into whānau pockets.

  • Competition: Supporting regional or Māori-owned community grocery initiatives.

  • How it applies to you:

  • A food credit or GST removal on essential food items would directly reduce weekly supermarket totals, offering an immediate buffer at the checkout for a family feeding growing children.


Summary Checklist for a Working Mortgage-Paying Family

  • Immediate Cash at Checkout / Weekly Bills: Policies targeting groceries directly (Te Pāti Māori’s food credit/GST adjustments or the Greens' supermarket competition models) or Labour's free GP visits offer the most literal, direct reduction in your immediate line-item expenses.

  • Utility & Energy Costs: Labour's electricity market overhaul and Green solar financing target your power bills, though execution timeframes vary.

  • Mortgage & Interest Rates: Broadly speaking, none of the major parties directly pay down commercial mortgages; instead, they argue their overall fiscal and regulatory management will influence inflation and, consequently, Reserve Bank interest rates over the medium term.

Ask anything

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AI Overviews · No location

We own a home with a mortgage, have school-age children and rely on two wages. After mortgage payments, rates, power and groceries, there is little buffer. I am considering my vote in the 2026 New Zealand general election. What are the parties proposing about household costs, and which proposals would actually apply to a working family like ours?

AI Overview

As a dual-income, mortgage-holding family with school-age children, your household sits right in the "squeezed middle." You don't qualify for low-income welfare, yet you feel the immediate pressure of every rate hike, power bill increase, and grocery receipt.

For the 2026 New Zealand general election , the major political parties are offering distinctly different economic philosophies to address household costs. They split generally into two camps: reducing your direct out-of-pocket costs for services vs. holding down structural overheads like taxes and local rates. whichparty.nzCost of Living Policy: Where NZ Parties Stand in 2026Where the parties stand on tax, spending and the economy

The core party proposals and how they practically apply to a working family are broken down below.


Direct Cost Comparisons: How Policies Apply to You

Expense Category National / ACT (Current Coalition Framework) Labour Green Party NZ First
Council Rates Rates Cap: Pass a legislative cap keeping local council rates increases within 2–4%. No direct national cap; relies on broader local government funding reviews. Fund local councils through broader wealth tax revenue to ease residential property rate pressures. No specific rate-capping policy; focus is placed on infrastructure funding.
Power Bills Supply Focus: Prioritise energy security and resource fast-tracking to organically lower market costs. SolarSaver: Government-backed loans for upfront costs of rooftop solar and batteries. Rooftop Solar: Clean energy subsidies designed to cut typical household power bills by up to $1,500/year. Market Break-up: Force structural separation or break up gentailer power companies to enforce lower pricing.
Healthcare & Schooling Core Funding: Focus on reducing public sector bloat to protect baseline frontline hospital and school funding. Medicard: 3 free GP visits per year for every Kiwi, plus free prescriptions and school lunches. Free Services: Fully funded dental care, free public transport for kids, and expanded school lunch programs. Kiwi Kids Grant: A non-means-tested $5,000/year grant for the first 3 years of life (applies to future children).
Groceries & Fuel Red Tape Reduction: Easing regulations for new supermarket entries to naturally spark competition. Anti-Gouging: Criminalise price-gouging; freeze fuel taxes for 3 years. State Grocery: Introduce a publicly owned supermarket chain to undercut the duopoly. In-Work Tax Credit: Add an extra $70/week permanently to Working for Families for eligible working parents.
Taxes & Income No New Taxes: Commit to a strict fiscal plan with no new tax brackets and a focus on lowering inflation. Capital Gains Tax: A 28% CGT on investment properties/commercial assets, strictly excluding the family home. Tax Restructuring: Income tax cuts for 96% of Kiwis, paid for by new wealth taxes on mega-corporations and the super-rich. Inflation-Adjusted Wages: Legislate that the minimum wage must legally increase in line with CPI inflation every year.

What Actually Applies to a Working Family Like Yours?

1. The Direct Subsidies (Labour / Greens)

If you vote left, the relief comes via slashing everyday bills rather than tax adjustments. nzherald.co.nz

  • The Reality for You: For a family of four, Labour’s 3 free GP visits and the Greens' free public transport fares for school-aged kids would directly keep a few hundred dollars in your bank account annually. If your children’s school uses the free lunch program, that directly offsets your weekly grocery bill. labour.org.nzLabour's Cost of Living Plan - NZ LabourGreen Party plans could save families thousands each year

  • The Trade-off: These programs are funded by government spending or new tax frameworks (like Labour’s 28% Capital Gains Tax on secondary properties or the Greens' Wealth Tax), which opponents argue can keep domestic inflation higher for longer. labour.org.nzLabour's 2026 Election PoliciesGreens' fiscal plan builds real economic resilience to lower

2. The Fixed Overheads (National / ACT)

If you vote right, the relief is built on capping macro household expenses and keeping more of what you earn. act.org.nzACT New Zealand

  • The Reality for You: As homeowners, National’s proposed 2–4% cap on council rates is the most direct policy addressing your housing "buffer." Because you rely on two incomes, their focus on holding down government spending aims to drive down core CPI inflation (which sat at 3.7% in late 2026) to help the Reserve Bank eventually lower retail mortgage interest rates. national.org.nzNational's 100 Day Plan to secure our futureHousehold Living Costs Increase 3.0 Percent Annually – September 2026 Quarter

  • The Trade-off: You will continue to pay out-of-pocket for standard GP visits, prescriptions, and school transport, as the coalition prefers targeted wealth creation over universal state services. labour.org.nz

3. The Working for Families Boost (NZ First)

  • The Reality for You: NZ First is pitching heavily to the "working family" demographic by promising to make the temporary fuel-crisis boost to the In-Work Tax Credit permanent, adding an extra $70 a week ($120 total boost). Because this is an in-work credit, it specifically targets dual-income households like yours who are working but squeezed, rather than beneficiaries. stories.theconversation.comElection policy tracker: what the parties are promisingNZ First vows to permanently raise Working for Families payments#Election2026: NZ First Promises $120 Weekly Boost for

To help narrow this down to your specific household budget, are you feeling the pressure more from macro costs (like your fixed mortgage interest rate and council rates) or weekly cash-flow items (like school costs, doctors, and the grocery checkout)?

Ask anything

Captured 31 October 2026 · shown as AI Overviews gave it, not a verified account