Evidence · NZ Election 2026 · Edition 5

Every question and original answer

All 174 questions and the 786 complete answers recorded on 23 October 2026. Source lists and sentiment assessments are included, alongside the unchanged original answers.

questions
174
answers saved
786
collected
23 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, with its recorded websites, source-list status and visible links.

    answerId, capture, domains, urls, literalUrls, origin

  • 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, explicit_choice_boundary, conditional_party_or_bloc_alignment, prioritised_shortlist, elicits_additional_user_information, unconditional_single_party_vote_instruction, rationale, evidence, review_provenance

  • 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

  • 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, statement, summary, caveat, value, denominator, evidence

  • Evidence behind the findings

    findings-evidence.csv

    One row per finding, with the records supporting it.

    findingId, rows

  • What changed for each voter

    case-decisions.csv

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

    case, transition, quote, assessment, draft_id, scenario, earlier_result_id, result_id, earlier_quote, earlier_assessment, earlier_review_provenance, current_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, draft_id, block, scenario_id, scenario, issue, priority, common_4_5, complete, national_result_id, city_result_id, same_text, same_party_set, same_displayed_party_set

  • Changes by topic

    issue-tables.csv

    One row per topic, showing answer totals and changes in party names.

    issue, current_answers, matched, changed_party_sets, changed_displayed_party_sets

  • 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

  • Answers compared with 19 October

    pairs.csv

    One row per answer with an earlier counterpart to the same question, assistant and location.

    earlierAnswerId, answerId, questionId, assistant, collectionSetting, askedFrom

  • Statements and sentiment assessments

    claims.csv

    The saved assessments of statements about tracked parties, with their answer references and verified extracts where available.

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

  • 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

  • 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

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. Do the parties differ on the cost and availability of vocational training?

New Zealand’s 2026 election: apprenticeships, training costs and your future

Yes. New Zealand’s political parties differ on how vocational training should be funded, how many training opportunities should be available, and how much financial support apprentices and employers should receive.

Since you’re 18 and starting an apprenticeship, there are three practical questions worth focusing on:

  • What will training cost you? Think course fees, tools, equipment and other expenses.
  • Will there be opportunities to complete your training? Government funding can affect training places and the support available through employers and providers.
  • Will you have enough money to become independent? Apprenticeship wages, employer incentives and help with upfront costs can all matter.

You don't need to understand every political issue before voting. You can start by understanding the voting system and comparing the policies that affect your life.

1. How voting works in New Zealand

New Zealand uses a system called MMP (Mixed Member Proportional representation). At the general election, you get two votes.

Your party vote

You choose a political party. This largely determines how many seats each party gets in Parliament, and therefore helps determine which parties can form a government.

Your electorate vote

You choose a local candidate to represent your electorate in Parliament.

You can vote for a candidate from one party and give your party vote to another. You do not have to vote the same way on both ballot papers.

A party generally needs at least 5% of the party vote or to win an electorate seat to qualify for seats in Parliament.

For your apprenticeship, the party vote is particularly relevant because it has a major influence on the overall balance of power and national policy. Your electorate MP also helps represent local concerns.

Official information: Electoral Commission — How MMP works.

2. How the major parties differ on apprenticeships

The following comparison uses policies announced for the 2026 election as of 23 October 2026. These are proposals or existing government measures, not guarantees that every apprentice will receive the same benefit.

South Island Election Conference 2026

Labour

Direct financial support

Labour proposes expanding Apprenticeship Boost, a $1,000 grant for new apprentices' tools and equipment, and additional mentoring.

  • Extend employer payments of $500 per month from one year to two years.
  • Offer the $1,000 grant for tools, uniforms and course materials.
  • Expand eligibility to five additional trade areas.

The grant and expanded eligibility are proposed from July 2027, with the longer employer subsidy beginning in July 2028. The employer receives the monthly subsidy, not the apprentice directly. Labour's Apprenticeship Boost ExpansionApprenticeship Boost

Source: Labour's Apprenticeship Boost policy

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

National

Training capacity and industry-led education

National's approach includes expanding access to trades training and supporting industry-led vocational education.

  • The 2026 Budget allocated an additional $69 million to double Trades Academy places from 10,000 to 20,000.
  • The existing Apprenticeship Boost scheme provides eligible employers with up to 12 months of support.
  • The Fees Free system has shifted from first-year support to eligible learners' final year of their first tertiary qualification or training programme.

Trades Academies primarily help young people gain practical skills while still at school. Final-year Fees Free can also apply to eligible work-based training, including apprenticeships. More trades academy places for young peopleApprenticeship BoostRedesign of Vocational Education and Training System

Sources: National's Trades Academy announcement · Ministry of Education's vocational education changes

Green Party NZ (@NZGreens) on X

Green Party

Higher apprentice pay and equipment grants

The Greens propose changing both the amount apprentices earn and the financial support available while training.

  • Abolish the training wage, so eligible apprentices and trainees would receive the adult minimum wage rather than the lower training wage.
  • Provide a $2,000 equipment grant for tools, uniforms and materials.
  • Give employers a $2,000 bonus for supporting apprentices to complete their qualifications.
  • Add $30 million annually to support Māori and Pasifika-led training, pastoral care and job matching.

These are election proposals, not benefits currently guaranteed to apprentices. Good Jobs For All of UsGreens propose to abolish training wage

Sources: Greens' apprenticeships policy · Greens' jobs package

New Zealand Legislative Election Winner 2026 Odds | Polymarket

ACT

More flexible trade-training pathways

ACT's recently announced vocational education policy focuses on making it easier for schools to offer practical, industry-led training.

  • Combine existing school-based programmes, including Gateway and Trades Academies, into one uncapped system.
  • Provide schools with around $2,000 per approved industry-led subject, for up to two subjects per student annually.
  • Create Industry Awards alongside University Entrance and help students carry relevant credits into later vocational qualifications.

The funding is intended for schools, rather than being a direct grant to apprentices already in employment. ACT's announcement says this would operate within existing education funding baselines. ACT New ZealandACT promises $2000 per subject for school trades courses

Sources: ACT's vocational education proposal · 1News report

What about other parties?

There are other parties on the ballot, and their policies may matter to you too. A useful starting point is Policy.nz's 2026 election policy comparison, which lets you explore proposals across education and other subjects.

The important distinction is that the parties above are addressing different parts of the problem: some focus on your pay and equipment, some on supporting employers, and others on expanding training opportunities or changing how training is organised.

3. What does this mean for your own money?

Because you are already starting an apprenticeship, it helps to separate the costs and benefits that affect you directly from policies that mainly affect schools or employers.

What matters to you What to check
Weekly pay Whether you're paid the adult minimum wage, training wage or a higher rate under your employment agreement.
Tools and equipment Whether your employer supplies them, you must buy them, or you're eligible for a grant.
Course fees Whether your work-based training has fees and whether you qualify for Fees Free.
Finishing your qualification Whether your employer can support your training and whether mentoring is available.
Finding work in your trade Whether there are enough employers, apprenticeships and training opportunities in your industry.

Two current schemes worth knowing about

  • Apprenticeship Boost: Eligible employers can receive $500 per month for up to 12 months under the current scheme. It is intended to help employers take on and retain apprentices; it is not a payment automatically made to you. Apprenticeship Boost
  • Final-year Fees Free: Eligible learners may get up to $12,000 towards the final year of their first tertiary qualification or training programme, including qualifying work-based programmes. Eligibility conditions apply, so check whether your apprenticeship qualifies. Redesign of Vocational Education and Training System

Official details: Apprenticeship Boost and Fees Free.

One practical tip: ask your apprenticeship provider for a breakdown of course fees, assessment charges and other costs for the whole qualification. Then ask your employer which tools and materials they cover. That gives you a real figure to compare against the parties' proposals.

4. How to decide what to look for when voting

You don't have to choose a party based on apprenticeships alone. But you can use a few questions to understand what each party is offering:

  • Immediate affordability: Which policies would actually put more money in your pocket or reduce what you pay?
  • Long-term earning potential: Which policies would help you complete your qualification and develop skills employers need?
  • Access to training: Which policies would help people get an apprenticeship, particularly if training places or employers are hard to find?
  • Practical delivery: When would the policies start, who qualifies, and where would the funding come from?

Notice the difference between a grant paid directly to an apprentice, a subsidy paid to an employer, and funding given to a school. All three might support vocational education, but they affect your personal finances differently.

5. Your first vote: the important dates

Sunday 25 October 2026

Deadline to enrol to vote in the general election. If you haven't enrolled, make this your immediate priority.

Monday 26 October

Advance voting begins.

Saturday 7 November

General election day. Voting places are open from 9 am to 7 pm.

Official election information

Key datesWhat to do

At 18, you can vote if you meet New Zealand's eligibility requirements and are enrolled. Living with your parents doesn't affect your right to vote.

A final question to help you compare policies

What trade are you doing your apprenticeship in? For example, electrical, plumbing, building, automotive, engineering or something else.

If you tell me your trade, I can narrow the comparison to the policies most relevant to your training fees, tools, pay and job prospects, without telling you which party to vote for.

Ask anything

ChatGPT can make mistakes. Check important info.

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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. Do the parties differ on the cost and availability of vocational training?

Yes, the political parties in New Zealand differ significantly in how they approach the cost, availability, and structural support for vocational training and apprenticeships.

As an 18-year-old starting an apprenticeship, these distinctions directly affect your take-home pay, upfront tool costs, and how training pathways are funded. The key differences among the prominent parties include:

1. Income and the Training Wage

  • The Green Party: Proposes scrapping the legal training wage entirely, requiring all apprentices to be paid at least the full adult minimum wage.
  • Other Parties: Maintain distinct stances on minimum and training wage rates, impacting how much an employer is legally required to pay you while you learn on the job.

2. Upfront Costs (Tools and Grants)

  • The Labour Party: Proposes a $1,000 toolbox/starter grant for apprentices to help cover gear, uniforms, and equipment, alongside an expansion of employer-support subsidies (such as the Apprenticeship Boost scheme) and targeted Māori trades training programmes.
  • The Green Party: Has pledged a higher toolbox/equipment allowance of up to $2,000 for apprentices.
  • National and other parties generally focus their vocational policies on industry-led standards, workplace pipelines, and employer incentives rather than direct grants, though specific business-side subsidies shift depending on current fiscal restraint goals.

3. Availability and School-to-Work Pathways

  • ACT New Zealand: Focuses heavily on reforming the pipeline before you reach an apprenticeship. They have proposed an uncapped system for school-based trades training—providing per-subject funding directly to schools for approved industry-led subjects so credits count straight toward future apprenticeships, aiming to break a "university-first mindset".
  • Labour & The Greens: Focus more heavily on post-school direct subsidies, expanding the range of eligible trades (such as adding specific sectors in road construction, personal services, and sports/recreation), and funding structured mentoring.

What this means for your vote

When deciding how to cast your vote regarding vocational training, consider which aspect matters most to your current situation:

  • Immediate cash flow and cost relief (e.g., tool grants, minimum wage floors for trainees vs. training wages).
  • Systemic availability (e.g., how easy it is for schools and regional providers to feed directly into trades, or how long employer subsidies last to keep your job secure).

Are you leaning toward prioritizing your immediate weekly take-home pay and tool costs, or are you more focused on long-term industry training structures?

Ask Gemini

Gemini is AI and can make mistakes.

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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. Do the parties differ on the cost and availability of vocational training?

Congratulations on starting your apprenticeship and taking steps toward financial independence! Moving into the workforce and managing your own money is a huge milestone.


How Voting Works in New Zealand

In a New Zealand general election, you get two main votes :

  1. Your Electorate Vote: This chooses the Member of Parliament (MP) who will directly represent the local area where you live.
  2. Your Party Vote: This is the most powerful vote for determining the overall makeup of Parliament. It decides the proportion of seats each political party gets. Parties use this vote to bring candidates from their ranked "party lists" into Parliament.

NZ uses a system called Mixed Member Proportional (MMP). Because of the Party Vote, a party needs either 5% of the total party vote or to win at least one electorate seat to secure seats in Parliament.

You can check your enrolment, find your electorate, and look up voting places at the official Elections NZ portal or Vote NZ.


Do Political Parties Differ on Vocational Training and Apprenticeships?

Yes, political parties have distinct approaches regarding the financial support, availability, and wage structures tied to apprenticeships and vocational training:

  • Green Party:
  • Cost & Support: Proposes abolishing the lower apprentice training wage entirely so that apprentices receive full minimum wage. They also propose a $2,000 equipment/tool grant to cover gear, uniforms, and course materials.
  • Availability: Focuses heavily on expanding the trades workforce (builders, electricians, plumbers) to support green energy and housing infrastructure.
  • Labour Party:
  • Cost & Support: Proposes expanding the "Apprenticeship Boost" scheme (providing employer subsidies) and offering a $1,000 tool grant for apprentices, alongside funding for structured mentoring via Industry Skills Boards.
  • Availability: Proposes expanding apprenticeship support into new trades sectors (such as road construction, water/sanitary engineering, and personal services).
  • ACT Party:
  • Cost & Support: Focuses heavily on reforming the secondary-to-work pipeline, proposing an "industry awards" scheme as an alternative to University Entrance, funding that follows students taking off-site vocational courses, and extra school funding for industry-led subjects. ACT has also proposed adjusting the training wage structure for younger workers under 20 to encourage employment.
  • Availability: Aims to put trades on an equal footing with university education by removing caps on vocational programme places and integrating vocational pathways earlier into high schools.

Next Steps to Decide Your Vote

  • Read up on party manifestos directly on official party websites or independent summaries like The Conversation's Policy Tracker to see which approach aligns best with your goals as an apprentice.
Ask anything

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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. Do the parties differ on the cost and availability of vocational training?

AI Overview

Congratulations on starting your apprenticeship! Taking this step while living at home is an excellent way to build a solid financial foundation and work toward financial independence.

Political parties in New Zealand differ significantly on how they approach the cost, wages, and availability of vocational training. For the 2026 general election , the debate centers heavily around how much financial support goes directly into your pocket versus how the government subsidizes businesses to hire you.


How the Parties Differ on Apprenticeships

The major political parties have distinct strategies for handling vocational education, shifting between raising apprentice wages, giving tools grants, or focusing on business-led training.

Political Party Primary Policy Focus Impact on Your Wallet & Costs
Labour Party Employer subsidies & tool grants • Reinstates a 2-year Apprenticeship Boost ($500/month to employers) to secure your job longer.
• Gives you a $1,000 cash grant for tools and equipment.
• Expands available trades (e.g., roading, water, hairdressing).
Green Party Abolishing the training wage • Scraps the training minimum wage ($19.16/hr), forcing employers to pay you at least the adult minimum wage ($23.95/hr)—an immediate ~$5/hour raise.
• Gives you a $2,000 grant for tools and materials.
National / ACT (Current Coalition) Targeted skills & fiscal restraint • Focuses government funding strictly on first-year apprentices in high-priority trades to reduce state spending.
• Prioritizes expanding trades academies and links funding to course completion rather than student enrollment numbers.

How Voting Works in New Zealand

Since you are 18, you are legally required to enrol to vote, though actually casting your ballot is optional (but highly recommended!). New Zealand uses the Mixed Member Proportional (MMP) system, meaning when you go to vote, you get two votes on one piece of paper:

  1. The Party Vote (Most Important): This vote determines the total percentage of seats a political party gets in Parliament. This is the vote that decides which party’s policies (like the apprenticeship rules above) actually get turned into laws.

  2. The Electorate Vote: This is a vote for a specific person who wants to represent your local area (your electorate) in Parliament.

Because no single party usually gets more than 50% of the vote, parties have to team up to form a Coalition Government. This means that after the election, parties compromise and blend their policies together to run the country.


To help you figure out your next steps toward financial independence, would you like to explore:

  • How to check if your specific trade qualifies for the current government's Fees Free program?

  • A breakdown of the current minimum wage vs. training wage laws so you can check your current pay slip?

  • How to easily enrol to vote online before the election?

Ask anything

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