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

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

  • 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

  • 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

  • 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

  • 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

  • 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

  • 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

  • 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

  • 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

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've recently been made redundant after years in the same industry. I have rent to pay, and I'm unsure whether to retrain or keep looking for similar work. I am considering my vote in the 2026 New Zealand general election. Which party policies would help an adult retrain without taking on unaffordable costs?

I'm sorry you're having to navigate redundancy after years in the same industry. When rent and everyday expenses still need to be covered, retraining isn't just a question of which course to take — it's whether you can afford the time out of work, the fees, and the risk that a new qualification won't lead to a job.

For the 2026 New Zealand general election, I'd look at party policies through four practical questions:

  • Can I retrain without paying substantial tuition fees upfront?
  • Can I still cover rent and living costs while studying?
  • Can I retrain part-time or while working, rather than losing all my income?
  • Will the training lead to recognised skills and realistic job opportunities?

It's also worth distinguishing between a party's existing policies, programmes already available to you, and new promises it makes for the next parliamentary term. Those aren't necessarily the same thing.

1. The party policies most relevant to affordable retraining

The election guide Policy.nz — 2026 education policies identifies proposals on tertiary fees, student support, trades training and apprenticeships. Here's how to assess the options that matter most to your situation. Policies for Party vote - NZ Election 2026Policies for Party vote - NZ Election 2026

From Tokoroa to the Toolbench: Ricco Hikuroa’s Path to Becoming a Mechanic | South Waikato Investment Fund Trust (SWIFT)

Fees-free or subsidised adult education

Look for commitments to reduce tuition costs for adults changing careers, including people who already hold a qualification. Check whether the policy covers short courses, certificates, diplomas and degrees, and whether it applies to retraining after redundancy.

Why it matters: a policy limited to a student's final year, or to first-time learners, may not help you pay for a new qualification from the outset.

New collaboration between Otago Polytechnic and SIT

Paid apprenticeships and on-the-job training

Labour's published 2026 campaign policy proposes expanding Apprenticeship Boost to support 30,000 more people learning on the job, alongside a $1,000 tools grant for apprentices and tradies. Labour's Cost of Living PlanLabour's 2026 Election Policies

Why it matters: if your skills transfer to a trade or another occupation with paid training, earning while learning may be more manageable than full-time study. Check which apprenticeships and employers qualify.

Best Step 1 Study Plan for Working or Part-Time Students — MDSteps

Student loans, allowances and living-cost support

Compare proposals on weekly student support, access to loans and eligibility for help with rent and other essential expenses. A tuition subsidy alone doesn't pay your bills while you're studying.

The key distinction is whether support is a grant you don't repay, a loan that adds to your debt, or an existing benefit with eligibility conditions.

Computer Skills – Literacy Waitākere

Short courses, micro-credentials and recognition of prior learning

Look for funded industry courses, work-based training, and ways to get credit for skills you already have. These may let you change direction without starting a multi-year qualification from scratch.

Why it matters: years of industry experience can have value in another role, even if your previous job has disappeared.

2. What the 2026 campaign commitments say

Here are some concrete proposals and differences to investigate, without treating any party as a recommendation for your vote.

Party or policy area Published position relevant to your decision
Labour Proposes expanding Apprenticeship Boost to reach 30,000 more people and providing a $1,000 tools grant. It also proposes reducing eligible student loan balances by 10%, subject to conditions. Labour's Cost of Living PlanLabour's 2026 Election Policies
The Green Party Its policy record includes proposals for a Māori-led job training programme and fund, as listed in the 2026 election policy guide. Check the programme's eligibility and whether it fits your circumstances. Policies for Party vote - NZ Election 2026Policies for Party vote - NZ Election 2026
National, ACT and New Zealand First Compare their specific commitments on vocational education, employer-led training, apprenticeships, student support and benefit rules in the education guide and employment guide. The available overview pages do not establish enough detail to attribute a specific new adult-retraining subsidy to each of these parties. Policies for Party vote - NZ Election 2026Policies for Party vote - NZ Election 2026

One particularly important detail: Labour's student-debt reduction proposal is not the same as paying your new course fees. Its published plan sets conditions for the 10% reduction, including a three-year New Zealand residence requirement for current and future students. If you're not yet studying, you should compare that benefit separately from upfront course funding. Labour's Cost of Living PlanLabour's 2026 Election Policies

3. What help is available now, before the election?

You don't have to wait for a new government to decide whether retraining is financially possible.

1. Work and Income redundancy support

Work and Income can help you find another job, identify training opportunities, and check whether you qualify for Jobseeker Support, Accommodation Supplement or other assistance. A Transition to Work Grant may also help with eligible costs associated with starting a job. Redundancy supportLost your job

Check redundancy support

2. Training Incentive Allowance

If you receive an eligible benefit, you may qualify for up to $5,723.20 over 52 weeks for eligible training costs. Eligibility depends on your benefit, course and circumstances; it is not available automatically to every person who has been made redundant. Training Incentive AllowanceTraining Incentive Allowance

Check Training Incentive Allowance

3. StudyLink assistance

Student Loans may cover eligible compulsory course fees and course-related costs. Student Allowance eligibility is separate, and people receiving a benefit generally cannot also receive a Student Allowance or use a Student Loan for weekly living costs. Confirm your position with StudyLink before enrolling. On a benefitTrain while you work

Explore StudyLink options

4. Check the Fees Free deadline carefully

As at October 2026, the existing Fees Free scheme is ending on 31 December 2026. It reimburses eligible learners for their final year of study or final two years of work-based learning, up to $12,000, after completion. It does not remove the need to pay fees upfront. You generally must complete by 31 December 2026 to qualify. Eligibility for Fees FreeFees Free will end without transitional arrangementsNew to Fees Free

Check eligibility with Inland Revenue

4. How to compare parties against your own financial needs

When reading a manifesto or asking a candidate a question, use these five tests:

What to check The practical question
Tuition Would I pay nothing upfront, receive a subsidy, or borrow the money?
Rent and bills Is there a weekly living-cost payment while I retrain?
Eligibility Does support include experienced adults who already have qualifications?
Course choice Can I use the funding for a short, employment-focused course, or only certain qualifications?
Job prospects Is training connected to employers, paid apprenticeships or documented vacancies?

A policy that sounds generous may still leave a gap between your first course payment and your first new paycheque. Look for published eligibility criteria, start dates and funding commitments rather than relying on a campaign headline.

5. One question that would help narrow this down

To make the comparison more relevant, what industry have you been working in, and what kind of work might you consider retraining for?

For example, you might want to remain in your industry in a different role, move into a related field using your existing experience, or make a complete career change. With that information, I can compare the relevant 2026 party commitments against the types of training, upfront fees and income support that could matter to you — without telling you which party to vote for.

Ask anything

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Gemini · No location

I've recently been made redundant after years in the same industry. I have rent to pay, and I'm unsure whether to retrain or keep looking for similar work. I am considering my vote in the 2026 New Zealand general election. Which party policies would help an adult retrain without taking on unaffordable costs?

Navigating a redundancy is a stressful transition, especially when you have rent and living costs pressing down on you. When looking at how different political parties approach adult retraining and the financial pressures of upskilling, their policies map onto distinct philosophies about tertiary funding, student support, and taxation.

An overview of where the major political parties stand on policies impacting adult retraining and study costs highlights key differences:

1. The Greens and Te Pāti Māori (Extensive State Support & Debt Relief)

  • The Policies: Both parties advocate for major structural changes to make education more accessible without accumulating crippling debt. The Green Party's platform includes working toward fully fees-free tertiary education, writing off existing student debt, introducing a universal student income, and lowering loan repayment rates. Te Pāti Māori similarly supports writing off student loans for those working in New Zealand and immediately removing living-cost debt, alongside pushing for a universal student allowance regardless of parental or partner income.
  • Impact on Retraining: For an adult with immediate living expenses like rent, a universal student income or allowance would address the "forgone income" trap—the reality that tuition is often secondary to the cost of surviving while not working.

2. Labour (Targeted Debt Relief & Cost Adjustments)

  • The Policies: Labour has proposed targeted relief for graduates and students rather than blanket free tuition (acknowledging that the previous Fees-Free scheme has concluded). Their platform includes writing off 10% of student loan balances for New Zealand-based graduates, with smaller balances cleared entirely, alongside tweaks to loan repayment thresholds.
  • Impact on Retraining: This offers incremental relief if you already carry past student debt, but it provides fewer upfront living-cost subsidies for a brand-new adult career pivot compared to more left-leaning parties.

3. National, ACT, and NZ First (Targeted Vocational Training & Fiscal Restraint)

  • The Policies: These parties generally favor fiscal restraint regarding broad-based tertiary subsidies, supporting the wind-down of universal schemes like Fees-Free (which concludes its final-year iteration at the end of 2026). Instead, their focus leans toward economic management, lowering income tax or student loan repayment rates (such as National's policy to reduce the student loan repayment rate from 12% to 10%), and directing public funds tightly toward specific high-demand industries, trades, and vocational training pipelines where skill shortages exist.
  • Impact on Retraining: If you choose a short, practical, industry-aligned vocational or trade course, these parties emphasize alignment with immediate job market needs. However, they generally expect students to rely on standard student loans (StudyLink) or part-time work for living costs rather than broad-based grants or universal allowances.

Weighing Your Immediate Dilemma: Retrain vs. Job Search

When evaluating your vote through the lens of your current situation, it is also worth considering the structural financial realities outside of party manifestos:

  • The Living Cost Reality: For someone with rent to pay, full-time study without an allowance or a steady income stream usually requires borrowing via StudyLink living cost components, adding to your financial liabilities.
  • Part-Time / Work-Based Alternatives: Many adults navigate this by looking into work-based training (such as apprenticeships or industry cadetships) where you earn while you learn, or part-time study combined with a job search. This minimizes the gap in your resume and keeps cash flowing for rent.
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've recently been made redundant after years in the same industry. I have rent to pay, and I'm unsure whether to retrain or keep looking for similar work. I am considering my vote in the 2026 New Zealand general election. Which party policies would help an adult retrain without taking on unaffordable costs?

Navigating redundancy after a long tenure in a single industry is a massive and stressful transition, particularly with immediate living costs like rent to worry about. When looking at the 2026 New Zealand general election, different political parties propose varying approaches to adult retraining, tertiary costs, and income support while studying.

An overview of where the major parties stand on reducing the financial barriers to retraining and adult education highlights several distinct approaches:

  • Green Party: Focuses heavily on removing financial barriers to study and living costs. Their platform commits to working toward universal fees-free tertiary education, a student debt write-off, and introducing a universal student income/allowance (including specific targeted universal payments for critical workforce training like nursing, teaching, and mental health support). This approach aims to address both tuition costs and the day-to-day cost of living (like rent) while retraining.

  • Labour Party: Proposes targeted relief rather than broad-based free adult retraining. Their 2026 education package includes writing off 10% of student loan balances for New Zealand-based graduates (clearing balances under $2,000 in full), targeted Māori-led trades training grants via a contestable fund ( $21 million a year), and resetting/extending support for industry training and apprenticeships (such as the Apprenticeship Boost scheme). However, they do not currently feature a universal free retraining or universal living allowance policy for general adult career changers.

  • National / ACT / NZ First: Generally focus their economic and employment support on getting people back into work quickly through standard employment channels, active work brokerage, and targeted industry or trades training support rather than sweeping universal fees-free tertiary models or universal study stipends. National's approach to industry training tends to emphasise industry-led qualification structures and targeted support for apprenticeships rather than broad-based living subsidies for career-switchers.

  • Te Pāti Māori: Advocates for a comprehensive overhaul of the education and support system, including establishing a Māori Education Authority, expanding student support, and implementing broad cost-of-living alleviations for learners (such as free public transport and increased allowances). [RNZ]

Key Considerations for Your Situation

If your primary concern is avoiding unaffordable costs while out of work:

  1. Tuition vs. Living Costs: Free or low-fee courses (like targeted vocational or trades training supported by specific party grants) still leave the problem of paying rent. Parties proposing student allowances or universal income support (like the Greens) target the living cost side of retraining, whereas others focus strictly on course fees or industry-aligned cadetships/apprenticeships where you earn while you learn.
  2. Comparing Platforms: You can explore and compare specific party commitments side-by-side using non-partisan tools like Policy.nz or WhichParty.nz to see which approach best balances your immediate need for income with longer-term retraining costs.
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AI Overviews · No location

I've recently been made redundant after years in the same industry. I have rent to pay, and I'm unsure whether to retrain or keep looking for similar work. I am considering my vote in the 2026 New Zealand general election. Which party policies would help an adult retrain without taking on unaffordable costs?

AI Overview

Sorry to hear about your redundancy. Facing a career pivot while trying to keep up with rent is highly stressful, and figuring out your next step is a massive challenge.

In the 2026 New Zealand general election , the major political parties offer distinct approaches to tertiary education, career training, and financial support for adults looking to upskill. The platforms generally split into two major approaches: the Labour-Green-Te Pāti Māori bloc , which focuses on direct financial allowances, student debt relief, and paid training, and the National-ACT-NZ First coalition , which emphasizes targeted workplace apprenticeships, reducing post-grad tax obligations, and private-sector job growth.


1. Left-of-Center Parties (Direct Allowances & Debt Relief)

If your primary concern is avoiding upfront training costs and receiving living-cost support while you study, these parties have proposed policies aimed directly at lowering the student financial burden.

  • The Green Party: The Greens have the most comprehensive policy for reducing the personal financial risk of retraining.
  • Universal Training Income: They have proposed a universal weekly placement payment of $380 for students undertaking required practical training in critical sectors like nursing, teaching, health, and social support. This is designed specifically to stop students from going broke during mandatory unpaid work placements.
  • Fees and Debt: Their 2026 manifesto commits to moving back toward fees-free tertiary education , a broad student debt write-off, and introducing a universal student allowance unlinked to parental income.
  • The Labour Party: Labour focuses on protecting existing training pathways and targeted debt relief.
  • Apprenticeship Boost: Labour intends to expand the Apprenticeship Boost program, which helps subsidize employers to keep and take on new trainees, allowing you to earn a wage while learning a trade.
  • Debt Cut: For those who do take on debt, Labour has promised to immediately write off 10% of student loan balances for New Zealand-based graduates who missed out on the original fees-free scheme, clearing balances under $2,000 entirely.
  • Targeted Funds: They are also pledging $21 million per year for Māori-led training programs to transition people into high-skill work.
  • Te Pāti Māori: If you retrain and stay in the country, Te Pāti Māori proposes writing off your entire student loan after working in New Zealand for five years. They also advocate for an immediate write-off of the living-costs portion of all existing student debt and a universal student allowance.

2. Right-of-Center Parties (Workplace Training & Post-Study Tax Relief)

If you prefer to retrain "on the job" via businesses rather than back in a classroom, the current coalition parties focus on keeping compliance costs low for employers so they can hire and train staff.

  • The National Party: National focuses on boosting private enterprise to create natural job vacancies. Rather than universal student allowances, their policy approach focuses on lowering the compulsory student loan deduction rate to 10% once you are back in work. This gives graduates more immediate take-home pay to manage costs like rent, though it extends the lifespan of the loan.
  • New Zealand First: NZ First emphasizes trades and regional infrastructure over university degrees. Leader Winston Peters has supported redirecting tertiary funding toward trades and vocational training , where the party believes there is a better economic return.
  • ACT: ACT opposes universal state allowances and instead pushes for deregulation to foster private-sector job growth. However, note that ACT’s platform includes a policy to freeze the adult minimum wage for three years and lower the training wage for youth under 20, aiming to reduce the cost to businesses hiring unproven staff.

Immediate Support While You Decide

While you weigh your voting options for November, you don’t have to wait for the election to seek financial relief. Because you have rent to pay right now, consider looking into these existing provisions through Work and Income (MSD):

  • Redundancy Support: MSD offers tailored redundancy coordination to connect you directly with employers or training resources.
  • Accommodation Supplement: A non-taxable payment that helps clear rent costs if you've suffered a loss of income.
  • Training Incentive Allowance (TIA): If you qualify for certain low-income support benefits, the TIA can pay up to $143.08 weekly (maximum $5,723.20 a year) to directly cover the costs of books, fees, equipment, and travel for NZQF level 1–7 courses.

To help narrow down what might be most helpful for your situation, are you leaning toward university/polytechnic retraining , or would you prefer a paid on-the-job trade apprenticeship? Knowing your previous industry could also help me identify specific sector-funded transition grants available right now.

Ask anything

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