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Evidence · NZ Election 2026 · Edition 3

Every question, every answer, every source

All 174 questions and the 793 answers produced on 16 October 2026. The 27 remaining cells produced no AI Overview.

questions
174
answers saved
793
collected
16 Oct 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

Show all 174

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

    nz-election-2026-questions.csv

    One row per unchanged question.

    id, draft, text, voterCode, issue, towns

    174rows

    Download questions (CSV)

  • Answers

    nz-election-2026-answers.csv

    One row per produced answer, with its complete original text. Parties covers all 17 tracked parties; displayed parties covers the seven charted parties.

    result id, prompt id, draft id, scenario id, platform, region, words, parties, displayed parties, literal url answer, temporal pair, common four platforms, response text

    793rows

    Download answers (CSV)

  • Sources by answer

    nz-election-2026-sources.csv

    One row per website associated with an answer; repeated citations count once.

    answer id, question id, assistant, region, domain, publisher

    4,275rows

    Download sources by answer (CSV)

  • Checks against official sources

    nz-election-2026-checks.csv

    One row per reviewed claim and assistant, including cells where the assertion was not stated.

    checkId, claimToTest, category, answerId, questionId, assistant, assertionPresent, assertion, verdict, whatTheSourceSays, checkedOn, evidence

    18rows

    Download checks against official sources (CSV)

  • Who to vote for: coding

    nz-election-2026-guidance.csv

    One row per manually reviewed guidance answer. Codes overlap; original answers supply the evidence.

    draft, assistant, q, voter, a, declined, matched, shortlist, asked, chose, extract

    31rows

    Download who to vote for: coding (CSV)

  • Location and national answers

    nz-election-2026-towns.csv

    One row per matched national/location pair in this edition.

    edition, prompt id, platform, city region, national result id, city result id, same party names, same text

    123rows

    Download location and national answers (CSV)

  • Changes between editions

    nz-election-2026-comparisons.csv

    All 17 tracked parties; one row per identical question, assistant and location across the 12 and 16 October collections. Earlier coding restated after the 20 October identity correction.

    earlier edition, prompt id, platform, region, draft id, block, scenario id, scenario, issue, priority, earlier result id, current result id, same party set, added, removed, earlier parties, current parties

    792rows

    Download changes between editions (CSV)

  • No AI Overview produced

    nz-election-2026-coverage.csv

    One row per planned cell where no AI Overview was produced.

    questionId, assistant, collectionSetting, askedFrom, availability

    27rows

    Download no ai overview produced (CSV)

  • Party-identity corrections

    nz-election-2026-party-identity-corrections.csv

    Ten reviewed false matches removed from the restated Edition 2 and current Edition 3 comparisons; original answer text is unchanged.

    edition, result id, party, before present, include, reason, reviewer, reviewed on

    10rows

    Download party-identity corrections (CSV)

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

I'm 18, starting an apprenticeship and living with my parents. I want to become financially independent but don't understand how voting works. I am considering my vote in the 2026 New Zealand general election. What are parties proposing that could help a young worker afford everyday expenses without just shifting the cost elsewhere?

New Zealand’s 2026 election: what could make life more affordable for a young worker?

Starting an apprenticeship at 18 is a big step towards independence. If you’re living with your parents for now, this is a good time to learn how taxes, wages, housing costs and government policy affect how much money you actually get to keep.

Your question also gets at something important: a policy that makes something cheaper for you isn't necessarily cheaper for society overall. The cost might instead fall on taxpayers, employers, other households, future generations or people using public services.

For the 2026 New Zealand general election, I’d look at three things:

  • Your weekly budget: How much would you have left after tax, transport, food, power and housing?
  • Your path to independence: Would the policy make it easier to save for a bond, rent, a car or further training?
  • Who ultimately pays: Is the proposal funded by sustainable savings or revenue, or does it rely on more borrowing, higher prices elsewhere or costs shifted to other people?

I'll compare policy areas and party proposals using those questions, while distinguishing confirmed policies from campaign announcements and proposals that still need details.

1. What the main parties are proposing

These are policies announced for the election as of 16 October 2026. The parties' own websites explain their commitments, but their estimates of savings and economic effects are claims to check, not guaranteed outcomes.

South Island Election Conference 2026

New Zealand Labour Party

Focus: direct cost-of-living relief and apprenticeship support

Labour proposes a weekly public transport fare cap of $20 in Auckland, Wellington and Christchurch, and $10 elsewhere; freezing fuel excise tax for three years; expanding Apprenticeship Boost to support 30,000 more apprentices; and a $1,000 tools grant for apprentices and tradies. It also proposes stronger action against excessive grocery, fuel and electricity pricing. Labour's Cost of Living PlanLabour's Cost of Living Plan

How it could affect you: Help with commuting, work equipment and essential bills, depending on how you travel and which benefits you qualify for.

Who pays? Labour says the fare cap would be funded by redirecting 1% of the National Land Transport Fund, while healthcare measures would be funded partly through a targeted capital gains tax on investment and commercial property, excluding family homes, farms, businesses and KiwiSaver. The tax and spending plan still depend on the policy being implemented as proposed. Labour's Cost of Living Plan

Labour's cost-of-living plan

Will National Party Finish 2nd in New Zealand's 2026 Election?

New Zealand National Party

Focus: low taxes, economic growth and household savings

National promises no new taxes if re-elected. Its announced policies include making KiwiSaver compulsory for workers, starting savings for children at birth, expanding access to 5% first-home deposits, helping graduates with student loans keep more of their earnings, increasing supermarket competition, and improving energy affordability. 2026 Election PolicyNo new taxes under National, if re-elected on November 7

How it could affect you: The approach aims to support employment, earnings and longer-term savings, with potential benefits if you later buy a home or have a student loan.

Who pays? National's approach relies on existing revenue, spending restraint and economic growth rather than new taxes. Check which services or programmes would receive less funding, how compulsory KiwiSaver contributions affect take-home pay, and how much the proposed growth would translate into actual wage increases.

National's 2026 policies

Green Party NZ (@NZGreens) on X

Green Party of Aotearoa New Zealand

Focus: reducing essential bills and redistributing tax burdens

The Greens propose making the first $10,000 of income tax-free, reducing income tax for most people, taxing wealth and large corporations more, and reforming electricity and grocery markets. Their manifesto also advocates affordable transport, housing and expanded support for tertiary education. Manifesto 2026The main parties vying to form New Zealand's next government

How it could affect you: A tax-free threshold could increase your take-home pay if you earn taxable income. Electricity and transport reforms could help reduce recurring expenses.

Who pays? The Greens propose raising more revenue from wealth and large corporations. To assess the full effect, check the proposed tax rates, who is covered, how much revenue is expected, and whether the planned public investments deliver the promised savings.

Greens' 2026 manifesto

POLICY TRACKER: TOP wants to fund cheaper doctor visits with junk-food tax | New Zealand Doctor

ACT New Zealand

Focus: lower government spending, fewer regulations and investment

ACT's economic platform prioritises lower taxes, a smaller government, less regulatory friction for businesses and increased investment. It has also announced removing tax on KiwiSaver earnings. ACT New ZealandACT New ZealandACT New Zealand

How it could affect you: The party's approach aims to encourage business growth, job creation and private saving. Those benefits depend on how the economy and employers respond.

Who pays? ACT says it would balance the books through spending cuts rather than new taxes. The key question is whether those cuts can be made without reducing services or opportunities you and your family rely on.

ACT's economy and cost-of-living policies

Other parties are worth checking too. New Zealand First has campaigned on tackling grocery and banking costs, while The Opportunities Party (TOP) proposes a land value tax as part of wider economic reform. Te Pāti Māori also has housing and health policies to compare. The important thing is to check the actual policy details and funding, not just the headline. The main parties vying to form New Zealand's next government2023 Election PoliciesPolicies for Party vote - NZ Election 2026

2. How to tell whether a policy genuinely helps you

Here are four practical examples of how to examine a proposal without assuming that every promised saving is a net gain.

Policy type Potential benefit to you Cost or trade-off to check
Income tax cut More money in your pay Less tax revenue unless offset by growth or other revenue or spending changes
Public transport fare cap Lower commuting costs if you use buses or trains Public funding must cover the gap; check whether service frequency and reliability are maintained
Apprenticeship grant or subsidy Less money spent on tools or training; potentially more apprenticeship opportunities Programme cost, eligibility, and whether it creates additional opportunities or mainly subsidises existing ones
Grocery or electricity competition reforms Lower prices if competition improves Whether the rules work, how quickly savings appear, and whether costs are passed on elsewhere

One useful distinction: a tax is not automatically a cost shifted unfairly, and a tax cut is not automatically a saving overall. Taxes can fund services that would otherwise cost you directly. Conversely, cutting taxes without adjusting spending can increase borrowing and future interest costs.

3. What matters particularly for an apprentice

Your financial position is different from that of a high earner, a parent with several children or an established homeowner. I'd pay close attention to these five areas.

Take-home pay

Compare income-tax proposals using a realistic apprentice wage and hours worked. Check whether a tax change gives you a meaningful increase in weekly pay, rather than focusing on the maximum benefit advertised for higher earners.

Training and tools

Ask whether a policy covers tools, course fees, assessments and time spent training, and whether the support goes to you, your employer or your training provider. A grant is most useful when it actually reduces costs you would otherwise pay.

Getting to work

Depending on your trade and worksite, you might need a car, fuel, parking or public transport. A bus-fare policy won't help much if you must drive between job sites; fuel-tax relief won't necessarily make a big difference if you take the bus.

Renting and moving out

Look at the supply of affordable rentals, rental quality, energy bills and policies that help people build a deposit. Since you live with your parents now, the cost of a future flat or shared house may matter more to your long-term independence than a small one-off payment.

Saving for the future

Compare KiwiSaver proposals by considering both your pay today and your retirement savings later. A higher contribution can build savings faster but reduce your take-home pay, which matters when you're trying to save a rental bond or buy essential tools.

4. How voting works in New Zealand

New Zealand uses Mixed Member Proportional (MMP) voting. You get two votes, and they do different jobs. Policies for Party vote - NZ Election 2026Are you eligible to enrol and vote?

1. Party vote

You choose the political party you want represented in Parliament. This is generally the more influential vote because it largely determines each party's share of seats.

2. Electorate vote

You choose the individual candidate you want to represent your local electorate. That person can be from a different party to the one you chose for your party vote.

You do not have to vote for the same party and candidate. For example, you might prefer one party's economic policies but prefer a different candidate to represent your local community.

Parties usually need at least 5% of the party vote or to win an electorate seat to qualify for party-list seats in Parliament. Parties may then need to negotiate with other parties to form a government, so a party's promises are not automatically guaranteed to become law.

Key dates for 2026

At 18, you can enrol if you meet the citizenship or residency and previous-residence requirements. Check your eligibility and enrol at the official Vote NZ website.

5. Compare the policies yourself

A useful independent starting point is Policy.nz's 2026 election guide. You can compare policies on employment, tax, housing and transport, and then check each party's own website for the fine print. Policies for Party vote - NZ Election 2026Policies for Party vote - NZ Election 2026Policies for Party vote - NZ Election 2026

When you read a promise, ask:

  • Is it a firm commitment or an aspiration?
  • How much would it change my actual weekly budget?
  • Is there a published funding plan?
  • Could it raise costs for employers, renters, consumers or taxpayers elsewhere?
  • What happens if the expected economic growth or savings do not materialise?

You don't need to understand every political issue before voting. Start with the things that will most affect your independence over the next three to five years.

Let's make this relevant to your situation

I can help you compare the parties' proposals against a realistic apprentice's budget. One detail would help me make the comparison useful:

Optional — approximate answers are fine.

The aim is to give you a clearer picture of how the different policies might affect your own finances, what their wider costs could be, and which questions are worth asking before you cast your first vote.

Ask anything

ChatGPT can make mistakes. Check important info.

Captured 16 October 2026 · shown as ChatGPT gave it, not a verified account

Gemini · No location

I'm 18, starting an apprenticeship and living with my parents. I want to become financially independent but don't understand how voting works. I am considering my vote in the 2026 New Zealand general election. What are parties proposing that could help a young worker afford everyday expenses without just shifting the cost elsewhere?

Turning 18, starting an apprenticeship, and wanting to build financial independence while living at home is a massive and exciting milestone. Figuring out how your vote fits into that picture—without getting caught up in political spin or policies that just shift costs around—comes down to looking closely at how different parties propose to tackle everyday expenses, support earners, and manage the broader economy.

Here is a breakdown of how the major parties approach the cost of living, young workers, and structural costs for the 2026 New Zealand general election, keeping your specific situation in mind.

1. Direct Support for Apprentices and Young Workers

Different parties view how to help young people start their careers through distinct economic lenses:

  • Labour Party: Their platform includes targeted support for people entering the trades. Policies feature an expanded Apprenticeship Boost (extended employer payments), a $1,000 toolbox grant for apprentices, and increased investment in infrastructure-backed training pipelines. For general living expenses, they propose direct service-cost cuts, such as caps on public transit fares ($20 a week) and three free GP visits a year. To fund these without broad-based tax hikes, they propose a targeted 28% capital gains tax on investment properties (excluding the family home).
  • National Party: Their approach focuses heavily on economic management through restraint in government spending, returning to budget surplus, and keeping personal income taxes low to ensure workers keep more of what they earn. Rather than market interventions or government-funded grants, they emphasize business growth, regulatory reform (especially around building and housing supply to bring down rent and housing costs), and job creation driven by the private sector.
  • ACT Party: ACT campaigns on a platform of "no new taxes", flattening income tax rates, and achieving a faster path to a government surplus through deep spending cuts. They argue that reducing government expenditure and regulatory red tape lowers the cost of living overall by stopping inflation and letting businesses expand wages naturally.
  • Green Party & Te Pāti Māori: Both parties focus heavily on structural income reform. The Greens propose a tax-free threshold on the first slice of income (meaning you wouldn't pay income tax until you earn over a certain amount, e.g., $10,000), alongside wealth and capital acquisitions taxes on high-net-worth individuals. They also advocate for direct cost controls, such as strict caps on annual rent increases and free dental care for under-30s.

2. The "Shifting the Cost" Dilemma

Your concern about policies "just shifting the cost elsewhere" is at the heart of economic debate in New Zealand:

  • Targeted Subsidies vs. Broad Taxes: When a party offers free or capped services (like public transport, prescriptions, or GP visits), that money has to come from somewhere. Centre-left parties typically fund this by introducing new taxes (such as on investment properties, wealth, or higher income brackets). The trade-off is whether you benefit more from the free service than you lose from any broader economic adjustments.
  • Supply-Side vs. Market Intervention: Centre-right parties argue that government subsidies or price controls (like banning price gouging or capping fares) distort the market, cause government debt, or ultimately drive inflation higher—which quietly steals purchasing power back via higher interest rates or living costs. They argue that increasing the supply of goods (like building more houses to lower rent) or cutting government spending is the only way to genuinely lower costs sustainably.

3. How to Evaluate Your Vote as an 18-Year-Old Apprentice

Since you are living at home and earning an apprentice wage, your immediate financial pressures are likely different from someone paying a large mortgage or raising children, but you are laying the foundations for your future independence. When reading party policies, ask yourself these three questions:

  1. Does this policy reward work or add debt? Look at whether a policy helps you keep more of your weekly pay packet directly, or if it relies on complex bureaucratic schemes.
  2. Who actually pays for it? If a party promises cheaper services, check how they plan to pay for them—whether through government borrowing, cutting other public services, or taxing assets/investments.
  3. Does it address long-term independence? Consider whether policies supporting housing supply, skills training, and KiwiSaver contributions will make it easier for you to move out of your parents' place and buy a home in the coming years.

To help narrow down what matters most for your transition into financial independence: Are you more focused on policies that increase your immediate take-home pay (like tax cuts), or do you prefer policies that lower specific everyday living costs (like transport or healthcare)?

Ask Gemini

Gemini is AI and can make mistakes.

Captured 16 October 2026 · shown as Gemini gave it, not a verified account

Google AI Mode · No location

I'm 18, starting an apprenticeship and living with my parents. I want to become financially independent but don't understand how voting works. I am considering my vote in the 2026 New Zealand general election. What are parties proposing that could help a young worker afford everyday expenses without just shifting the cost elsewhere?

First off, congratulations on starting your apprenticeship! Balancing learning a trade with stepping into the working world is a massive step. Living at home gives you a great launching pad, and wanting to crack the code on financial independence and voting makes this a pivotal moment.

New Zealand uses Mixed Member Proportional (MMP) voting, meaning you get two key votes: an Electorate Vote for the local MP representing your area, and a Party Vote which decides the overall proportion of seats each party gets in Parliament (the Party Vote is generally considered the most powerful because it shapes the government and its policies).

When looking at everyday expenses without "just shifting the cost elsewhere" (the classic debate over whether tax cuts mean cutting public services, or whether free services mean higher taxes down the track), different political parties offer contrasting economic philosophies for young workers in 2026.

How Parties Approach the Cost of Living & Young Workers

  • National Party (and current-led settings):
  • The Approach: Focuses on letting you keep more of your money directly through tax thresholds and avoiding new taxes, arguing that government spending drives inflation and high living costs.
  • For Apprentices/Young Workers: National has policies targeting student debt reduction (such as reducing the compulsory student loan repayment rate from 12% to 10%, which helps if you have a prior student loan from tertiary study before your trade) and expanding options for first-home deposits to help young people into housing sooner. They advocate for a disciplined economic approach without adding new capital or wealth taxes.
  • The "Shifting Cost" Debate: Critics argue that holding the line on no new taxes can constrain funding for public infrastructure or health services, while supporters argue it prevents the government from taking more of an apprentice's hard-earned weekly pay packet.
  • Labour Party:
  • The Approach: Focuses on direct cost-of-living interventions on high-frequency expenses (like healthcare and transport) paired with targeted revenue gathering (such as a capital gains tax on investment property) to fund those services.
  • For Apprentices/Young Workers: Labour's policy platform includes three free GP visits, free prescriptions, a $20 weekly public transport cap, and measures targeting grocery price-gouging. For your career specifically, they have proposed resetting and expanding the Apprenticeship Boost scheme to support employers taking on apprentices, ensuring you can keep earning while training.
  • The "Shifting Cost" Debate: Labour proposes funding these via a 28% capital gains tax aimed at investment properties rather than income earners. Supporters argue this asks wealthier asset owners to chip in; critics argue it can ripple through the economy or discourage private investment.
  • Other Parties (Greens, ACT, NZ First):
  • The Greens lean heavily into universal income support concepts, free public transit, and heavier taxes on top earners/wealth to fund public goods.
  • ACT advocates for smaller government, significant cuts to government spending and regulations, and lower income taxes across the board, arguing that reducing the size of the state is the best way to lower costs long-term.
  • NZ First often focuses on strict economic nationalism, superannuation protections, and easing infrastructure/cost pressures through domestic manufacturing and tighter monetary/immigration settings.

Key Dates for the 2026 Election

If you want to have your say, keep these dates locked in:

  1. Enrol to vote: Sunday, 25 October 2026 (You can check or update your details via VOTE.NZ).
  2. Advance voting starts: Monday, 26 October 2026 (You can vote early at any accessible booth).
  3. Election Day: Saturday, 7 November 2026. [Policy.nz]

To compare every party's stance side-by-side on issues like tax, housing, and work, head over to the neutral voter tool Policy.nz. It's a great, non-partisan way to see which policies genuinely align with your goals for financial independence.

Ask anything

Captured 16 October 2026 · shown as Google AI Mode gave it, not a verified account

AI Overviews · No location

I'm 18, starting an apprenticeship and living with my parents. I want to become financially independent but don't understand how voting works. I am considering my vote in the 2026 New Zealand general election. What are parties proposing that could help a young worker afford everyday expenses without just shifting the cost elsewhere?

AI Overview

Starting an apprenticeship is a huge step toward financial independence! Balancing your budget while living with your parents is a smart way to build a solid foundation.

Here is a breakdown of how voting works in New Zealand, alongside a neutral look at how different political platforms approach youth employment and everyday expenses.

How Voting Works in New Zealand

New Zealand uses the Mixed Member Proportional (MMP) voting system. When you go to vote, you receive a single ballot paper and get two votes :

  1. The Party Vote: This is the most important vote because it determines the total percentage of seats each political party gets in Parliament.

  2. The Electorate Vote:

This is for the specific person you want to represent your local area (your electorate). The candidate with the most votes wins that seat.

To get into Parliament, a political party must either win at least 5% of the total party vote nationwide OR win at least one electorate seat.

Political Perspectives on Lowering Expenses for Young Workers

When parties debate how to help young people afford everyday costs without "shifting the cost elsewhere," they are usually balancing two main economic philosophies: tax/market adjustments versus targeted government subsidies.

A direct comparison of how the major political factions approach these challenges outlines these strategies:

Political Approach Common Policies Intended Benefit for You The "Cost Shift" Trade-Off
Center-Right / Free-Market (e.g., National, ACT) • Tax bracket adjustments
• Focus on lowering inflation
• Maintaining a distinct "training minimum wage" ($19.16/hr vs $23.95/hr full minimum) You keep more of what you earn directly through lower income taxes, and businesses face fewer costs, making them more likely to hire apprentices. Lower government tax revenue can mean less funding for public services, or infrastructure costs may rely more heavily on user pays.
Center-Left / Progressive (e.g., Labour, Greens, Te Pāti Māori) • Increasing the minimum/training wage
• Free public transport options
• Subsidized or "Fees Free" training extensions Your direct living costs (like commuting) drop immediately, and your base pay rate is legally protected at a higher level. Higher compulsory wages and large subsidies can increase costs for employers or rely on higher taxes elsewhere to fund them.

Specific Policy Areas to Watch

  • Apprenticeship & Training Costs: Look closely at what parties propose for Fees Free schemes. Some support keeping or expanding free training for the final years of an apprenticeship, while others prefer redirecting that money into direct business incentives to encourage employers to take on tradespeople.
  • Public Transport & Commuting: Getting to work is a fixed expense. Left-leaning platforms frequently focus on fully funding or heavily subsidizing bus and train fares for under-25s. Right-leaning platforms generally prefer to invest that money directly into upgrading roads and transport infrastructure to reduce travel times.
  • Taxation vs. Direct Support: Decide what aligns with your goals: would you prefer a party that lowers your income tax so you have more cash in your hand to choose how you spend it, or a party that leaves taxes alone but uses government revenue to directly lower the cost of public services?

To help you figure out your stance before election day, what everyday expense is hitting your wallet the hardest right now (e.g., petrol/transport, tools/course costs, or saving for a future flat)? Knowing this can help target specific policies to look out for.

Ask anything

Captured 16 October 2026 · shown as AI Overviews gave it, not a verified account