Evidence · NZ Election 2026 · Edition 6

Every question and original answer

All 174 questions and the 783 complete answers recorded on 26 October 2026. Source lists and sentiment assessments are included, alongside the unchanged original answers.

questions
174
answers saved
783
collected
26 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, previousCheckId, earlierAnswerId, earlierAssertion, trajectory

  • 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_5_6, 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 23 October

    pairs.csv

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

    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

  • 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, 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

  • 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?

If you're 18, starting an apprenticeship and living with your parents, vocational training is a really relevant issue to consider when deciding how to vote. Your vote could help shape how much it costs to gain a qualification, whether employers can afford to take on apprentices, and how easy it is to find training that leads to a well-paid job.

The key thing to know is that New Zealand's political parties can agree that apprenticeships matter while disagreeing about who should pay for them, how training should be delivered, and how much government support learners and employers should receive.

1. How voting works in New Zealand

New Zealand uses the Mixed Member Proportional (MMP) voting system. In a general election, you get two votes:

Party vote

This is usually the most important vote for deciding which parties get seats in Parliament. You choose the party whose overall policies best match your priorities.

Electorate vote

You choose the person you want to represent your local electorate in Parliament. That candidate may belong to a party you voted for, a different party, or no party.

You generally need to be at least 18, be a New Zealand citizen or eligible permanent resident, and meet the electoral residence requirements to enrol and vote. At 18, you can be eligible to vote even if you still live with your parents or are just starting work.

You don't have to vote for the same party as your preferred local candidate. And you don't need to know everything about politics to make a good decision.

2. How the main parties differ on vocational training

The following compares policies announced for the 2026 election, with a focus on apprenticeship costs and access to training. These are party proposals and commitments, not guarantees that every policy will become law.

South Island Election Conference 2026

Labour Party

Direct financial support for apprentices

Labour proposes expanding Apprenticeship Boost, a scheme that helps employers cover the cost of employing apprentices.

  • $1,000 toolbox grant for eligible apprentices to help pay for tools, workwear and course materials.
  • $500 a month for employers for two years, rather than one year, from July 2028.
  • Extend support to five additional trades and provide mentoring to help apprentices finish their qualifications.

What this could mean for you: Less financial pressure when starting out, and potentially more support to complete your apprenticeship. The employer payments go to employers, not directly into your wages. The toolbox grant would help with some upfront costs. Labour's Apprenticeship Boost ExpansionRelease: Labour to expand Apprenticeship Boost

Policy: Labour's Apprenticeship Boost plan

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

National Party

More training opportunities and qualifications reform

National's 2026 Budget includes an additional $69 million to double Trades Academy places from 10,000 to 20,000, helping more young people gain practical experience while still at school. It also backs a new national qualification to replace NCEA and additional Youth Guarantee places. More trades academy places for young peopleBudget 2026 - Fixing the basics. Building the future

What this could mean for you: National's announced expansion focuses on opening more pathways into trades, particularly before leaving school. That is different from a direct grant to help an existing apprentice pay for tools or course fees.

Policy: National's Budget 2026 commitments

Green Party NZ (@NZGreens) on X

Green Party

More support to help apprentices succeed

The Greens have announced several measures to strengthen apprenticeships:

  • $30 million a year in additional funding for Māori- and Pasifika-led training and support.
  • A $2,000 completion bonus for employers who actively support apprentices to progress through their qualifications.
  • More job-matching, mentoring and other support to help people finish training and transition into work. Green Party to abolish training wage and provide more support for apprentices

What this could mean for you: The emphasis is on improving access and helping apprentices complete training, not simply getting them enrolled. The employer bonus is not a payment directly to the apprentice.

Policy: Greens' apprentice support announcement

New Zealand Legislative Election Winner 2026 Odds | Polymarket

ACT New Zealand

More flexible vocational pathways

ACT's October 2026 proposal would combine existing school-based vocational programmes into one uncapped system, with funding following student enrolments. Schools would receive about $2,000 per student for each approved industry-led subject, up to two subjects a year. ACT also proposes Industry Awards alongside University Entrance and better recognition of school-based vocational credits towards apprenticeships. ACT New ZealandACT promises $2000 per subject for school trades courses

What this could mean for you: The biggest emphasis is on making it easier to access trade-related learning while at school and move from school into an apprenticeship. This is primarily an access and pathway proposal, rather than a direct payment to apprentices already working.

Policy: ACT's vocational education proposal

These four parties illustrate different approaches. Labour's current proposal is the most directly targeted at the early costs of an apprenticeship, while National and ACT emphasise access and pathways into vocational training, and the Greens emphasise training support and completion. That is a comparison of the policies above, not a judgement about which party is best overall.

3. What about the actual cost of your apprenticeship?

This is an important distinction: helping employers hire apprentices is not the same as making your training free.

Your personal costs may include:

  • Course or block-course fees charged by your training provider.
  • Tools, safety equipment, workwear and other materials.
  • Travel and accommodation for off-site training.
  • Lost earnings if you need to take time away from paid work for training.

Before choosing a party based on its apprenticeship policy, check whether it promises to reduce the costs you actually face. A grant for tools won't necessarily cover course fees, and employer subsidies don't automatically increase your pay.

You should also check your existing entitlements before paying for anything. Your employer or training provider can tell you which fees they cover, what you are expected to pay, and whether your programme qualifies for any government assistance.

4. Which issues matter most for your situation?

Since you're aiming for financial independence, I'd compare parties against these four questions:

  1. Who helps pay for training?

Look for specific commitments on course fees, tools, equipment and other upfront costs.

  1. Who makes it easier to get and keep an apprenticeship?

Consider employer incentives, availability of placements, mentoring and support to complete qualifications.

  1. Who helps you earn enough to live independently?

Compare wages, the training wage, employment opportunities and the cost of housing and transport. A cheaper qualification isn't much help if you can't find secure work afterwards.

  1. Who makes qualifications accessible?

Look at whether training is available in your chosen trade, whether you can study while working, and whether your qualification will be recognised by employers.

5. How to make your voting decision

The 2026 general election is scheduled for Saturday, 7 November 2026. Under MMP, your party vote helps determine how many seats each party gets, and parties may need to negotiate with other parties to form a government. What happens in a general election?What is MMP?

You can read the official election information at Vote NZ and compare party policies before deciding. If you aren't already enrolled, check the official guidance immediately, because the enrolment deadline for this election is 25 October. 2026 General ElectionAre you eligible to enrol and vote?

One last thing: you don't need to choose a party just because it says it supports young people or tradespeople. Look for specific policies, how they will be funded, when they would start and whether you're eligible to benefit.

Let's narrow this down to your apprenticeship

What trade are you training in? For example, electrical, plumbing, building, automotive, engineering, hairdressing or something else.

That will help me compare the parties on the costs and training opportunities most relevant to your actual career, rather than just their general promises.

Ask anything

ChatGPT can make mistakes. Check important info.

Captured 26 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. Do the parties differ on the cost and availability of vocational training?

Navigating the transition from school or living at home into an apprenticeship is a massive and exciting step—congratulations on starting your career path!

When it comes to the 2026 New Zealand general election, political parties do have distinct philosophies and policy approaches regarding the cost, funding, and availability of vocational training and apprenticeships. While general broad-brush policies target tertiary and vocational education differently, their approaches generally fall along traditional political lines.


How the Major Parties Approach Vocational Training & Apprentices

1. Centre-Left and Left-Leaning Parties (e.g., Labour, Green Party, Te Pāti Māori)

These parties generally favour greater direct government intervention, state-subsidised or free training schemes, and targeted support for workers and learners.

  • Cost and Fees: They typically advocate for removing financial barriers to education and training. For instance, Labour and the Greens have historically championed fees-free schemes or targeted support structures for trades and vocational pathways to keep debt low or non-existent for learners.
  • Availability and Support: They tend to expand funding for work-based learning incentives. For example, Labour's 2026 campaign proposals feature expanded employer apprenticeship support (such as the Apprenticeship Boost initiative), starter grants for gear and tools, and structured mentoring pilots to ensure apprentices stay and succeed in their trades. The Greens also emphasize bolstering pastoral care and removing structural barriers like youth or training wages.

2. Centre-Right and Right-Leaning Parties (e.g., National, ACT, NZ First)

These parties tend to focus heavily on economic efficiency, targeted spending, and aligning training directly with industry demand rather than universal government-funded programmes.

  • Cost and Fees: Right-of-centre parties are generally sceptical of broad, untargeted "fees-free" policies, arguing they are expensive and don't always lift participation among underrepresented groups. For example, the current government (led by National with ACT and NZ First) adjusted or phased out broader universal fees-free tertiary frameworks in favour of redirecting funds toward areas with higher economic returns, such as critical trades.
  • Availability and Support: Their focus is usually on employer-led demand—making it easier and more cost-effective for small-to-medium businesses to take on apprentices through economic management, regulatory reduction, and targeted industry training organization (ITO) or workforce funding. NZ First has previously highlighted shifting educational investment explicitly toward the trades where there is a clear skills shortage and economic payback.

What This Means for You as an Apprentice

  • Direct Costs: If you are worried about the cost of your block courses or industry training fees, left-leaning parties tend to promise more direct subsidies, fee-free years, or debt-relief mechanisms. Right-leaning parties lean more toward ensuring the training pipeline feeds directly into employment without locking the state into broad universal subsidies, focusing instead on workplace-based incentives for your employer.
  • Incentives & Support: Look closely at individual party manifestos for specific grants (like tool grants or starter packages) and employer subsidies (which make local businesses much more willing to sign you up and keep you on during economic ups and downs).

A Quick Note on Voting

Since you are 18 and turning your mind to your first election, make sure you are enrolled to vote. You can check or update your details via the Electoral Commission (vote.nz).

Are you interested in a specific trade sector (like construction, engineering, or primary industries), or are there particular cost pressures—like tools or travel to block courses—that you are trying to navigate right now?

Ask Gemini

Gemini is AI and can make mistakes.

Captured 26 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. Do the parties differ on the cost and availability of vocational training?

Starting an apprenticeship and aiming for financial independence is a massive and exciting milestone.

Understanding how New Zealand's voting system works and how political parties approach vocational training can help you shape the economic environment you are working in.


Part 1: How Voting Works in NZ (The Basics)

New Zealand uses the Mixed-Member Proportional (MMP) voting system. When you vote in a general election, you get two main votes :

  1. The Electorate Vote: This is for the specific person you want to represent your local area (electorate). The candidate who gets the most votes in your local area wins that seat in Parliament.
  2. The Party Vote: This is the most powerful vote for determining the overall size and power of political parties in Parliament. If a party gets a percentage of the total Party Vote (e.g., 5%), they generally get that same percentage of seats in Parliament.

Parties form governments by either winning an outright majority of seats or by negotiating coalition/support agreements to reach a majority. You can check your enrollment status or details via the official Electoral Commission Vote NZ portal.


Part 2: Do Parties Differ on Vocational Training & Apprenticeships?

Yes, political parties approach vocational education, industry training, and employer support differently based on their economic philosophies:

  • Centre-Left / Labour-aligned views: Generally favor direct government intervention, targeted support grants for apprentices (such as expansions to schemes like Apprenticeship Boost to cover tool costs or mentoring), and subsidized or free industry training schemes to lower financial barriers into trades.

  • Centre-Right / National-aligned views: Typically focus on economic settings that incentivize businesses to take on and fund trainees, streamlining polytechnic/vocational structures (such as industry-led models through Reform of Vocational Education frameworks), and balancing public expenditure with fiscal restraint.

Because exact manifesto details shift per election cycle, reviewing neutral comparison tools like Policy.nz right before casting your vote allows you to see side-by-side comparisons of each registered party's specific stances on trades and vocational education.


To help narrow this down, would you like me to explain:

  • How to find your local electorate and check your enrollment?
  • Specific details on current support packages available for apprentices in your specific industry?
Ask anything

Captured 26 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. Do the parties differ on the cost and availability of vocational training?

AI Overview

Congratulations on starting your apprenticeship! Taking control of your finances and learning how the political system works are two massive steps toward your independence.

For the 2026 New Zealand General Election , political parties have starkly different approaches to the cost of tools, your minimum hourly wages, and how training schemes are funded.


How Voting Works in NZ (The Basics)

New Zealand uses the Mixed Member Proportional (MMP) system. When you vote, you get two votes on one paper:

  1. The Party Vote (The most important one): This determines how many total seats a political party gets in Parliament. You choose the party whose overall values and policies you agree with.

  2. The Electorate Vote: This is for the local MP (Member of Parliament) who will represent your specific geographic area.


Party Differences on Vocational Training & Apprenticeships

The major parties differ significantly on what you get paid, what grants you receive, and how the vocational education system is structured.

Party Take-Home Pay & Wages Financial Grants for Apprentices System / Provider Policy
National Retains the current two-tiered system where the adult minimum wage is $23.95/hr and the Training Minimum Wage is $19.16/hr. Prefers a fiscally disciplined approach, focusing on broader economic growth and reducing government debt. Overseeing the 2026–2027 transition away from Te Pūkenga, shifting work-based training back to polytechnics and Industry Skills Boards.
Labour Focuses on boosting employment opportunities via employer subsidies to ensure businesses keep hiring apprentices. Offers up to a $1,000 tool and uniform grant ; expands the Apprenticeship Boost to a full 2 years of employer subsidies ($500/month) to increase job security. Commits $226 million to the broader Apprenticeship Boost scheme and $84 million specifically for Māori trades training.
Green Party Abolishes the training wage completely. Apprentices would immediately jump to the standard adult minimum wage (an extra ~$4.79/hr or nearly $10,000/year). Introduces a $2,000 equipment grant for tools and uniforms, plus a $2,000 completion bonus for supportive employers. Allocates an extra $30 million for Māori and Pasifika-led trades training to improve completion rates.
ACT Campaigns to reduce the training wage down to 60% of the adult minimum wage while freezing the adult minimum wage for three years. Focuses on minimizing government spending and reducing regulatory compliance for businesses. Proposes an "industry awards" scheme at high schools as an alternative to University Entrance to fast-track students into trades.

What to look out for next

As someone living at home trying to build financial independence, your day-to-day income is highly dependent on these policies.

If you want to dive deeper before casting your vote, consider looking into:

  • The Fees Free Policy: Check how the current system impacts the final years of your specific qualification.

  • Independent Policy Tools: You can compare full policy text anonymously by checking out the Policy.nz 2026 Trade and Vocational Guide.

Would you like to explore how these different wage brackets (like the training wage vs. the adult minimum wage) look after tax to help plan your savings goals?

Ask anything

Captured 26 October 2026 · shown as AI Overviews gave it, not a verified account