Evidence · NZ Election 2026 · Edition 2

Every question, every answer, every source

All 174 questions and the 793 answers produced on 12 October 2026. The 27 remaining cells produced no AI Overview.

questions
174
answers saved
793
collected
12 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.

    result id, prompt id, draft id, scenario id, platform, region, words, parties, literal url answer, associated source 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 proposition, retaining both answers, extracts and the reviewed change.

    check, draft id, platform, claim, verdict, assessment, source url, source label, source date, checked date, old result id, new result id, old excerpt, new excerpt

  • 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, with both editions.

    prompt id, draft id, scenario id, issue, platform, city, edition 1 same party set, edition 1 national result, edition 1 city result, edition 2 same party set, edition 2 national result, edition 2 city result

  • Changes between editions

    nz-election-2026-comparisons.csv

    One row per identical question, assistant and location across the two collections.

    prompt id, draft id, scenario id, scenario, issue, platform, region, old result id, new result id, old words, new words, same party set, old parties, new parties, added parties, removed parties, literal same domains, literal old domains, literal new domains, literal added domains, literal removed domains, associated same domains, associated old domains, associated new domains, associated added domains, associated removed domains

  • No AI Overview produced

    nz-election-2026-coverage.csv

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

    prompt id, platform, region, draft id, block, scenario id, scenario, issue, priority, question, cause, availability

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 a tertiary student renting a room, working part time and using a student loan. I am struggling to fit paid work around study. I am considering my vote in the 2026 New Zealand general election. What would parties do about food and transport costs for someone studying on a tight budget?

New Zealand 2026 election: What would parties do about food and transport costs for students?

If you're a tertiary student renting a room, working part-time and relying on a student loan, two issues are especially important when deciding how to vote:

  • Food costs: Would a party make groceries cheaper, increase the money available to live on, or provide more targeted support for students on low incomes?
  • Transport costs: Would it reduce public transport fares, offer student discounts, or help with the cost of running a car if public transport isn't practical?

There's also a third issue that matters in your situation: whether you could afford to work fewer hours without falling behind financially. A policy that increases your weekly living money or lowers essential expenses could give you more time for assignments, classes and exams.

I'll compare the parties on these practical questions, distinguishing between policies they've actually announced and broader positions that might affect you. Because the 2026 general election is still ahead, policies may change, and not every party will have published a complete election platform yet.

1. Food costs: Which parties would try to make groceries cheaper?

For someone shopping on a tight weekly budget, the main difference is whether a party wants to change supermarket competition, regulate prices, or help you keep more of your earnings.

The Green Party: More direct intervention in grocery prices

The Greens' 2026 manifesto proposes:

  • KiwiMart: A publicly owned supermarket chain intended to keep prices down.
  • Stronger action against excessive pricing: A ban on excessive supermarket prices and greater powers for the Commerce Commission.
  • More food assistance: A $150 million Fair Food Fund, increased funding for food banks and a higher cap on food grants.
  • More school lunches: Restoring and expanding the Ka Ora, Ka Ako school lunch programme. This would mainly benefit schoolchildren rather than tertiary students directly. greens.org.nz, greens.org.nz

What this could mean for you: If you're spending a large share of your income on groceries, the Greens are proposing direct changes to how food is sold and priced, alongside more help for people struggling to afford food.

The important uncertainty is how much a new publicly owned supermarket would reduce prices at other supermarkets, and how quickly those savings would reach your weekly budget.

Labour: More supermarket competition and action against price gouging

Labour proposes two main measures:

  • Reform supermarket wholesale supply so smaller supermarkets can compete more effectively with the major chains.
  • Ban price gouging by large companies selling essential goods and services, including groceries and fuel, with enforcement by the Commerce Commission. labour.org.nz

Labour's approach is to make the existing market more competitive and prevent businesses with significant market power from charging excessive prices.

What this could mean for you: You could benefit if the reforms lead to better prices and more competition. However, these policies don't guarantee a particular reduction in your weekly grocery bill.

National: Increase competition between major supermarkets

National proposes separating New World and PAK'nSAVE so they compete more directly against one another on pricing, specials and product range. national.org.nz

What this could mean for you: National is also targeting supermarket competition, but through a different approach from Labour and the Greens.

The key question is whether this change would produce substantial savings for shoppers, rather than simply changing how the supermarket businesses are organised.

ACT, Te Pāti Māori and New Zealand First

These parties have different economic priorities, but the degree of detail in their current food-cost proposals varies.

  • ACT: Emphasises competition, less regulation and a smaller government. Its broader approach favours market-based solutions rather than extensive government price controls. salient.org.nz
  • Te Pāti Māori: Emphasises redistribution of wealth, stronger support for households and reducing economic inequality. Its proposed tax-free income threshold could help some part-time workers retain more of their earnings. salient.org.nz
  • New Zealand First: Emphasises protecting New Zealand industries and domestic economic interests. Its current student-specific cost-of-living proposals are less developed than those of the Greens and Labour. salient.org.nz

For these three parties, I would want to see more specific commitments on grocery prices before assuming their policies would substantially reduce your food bill.

2. Transport costs: Which parties would help you get to class and work?

Transport policy could make a particularly big difference if you're travelling between home, campus and a part-time job.

The Green Party: Free public transport for students

In an announcement on 4 October 2026, the Greens proposed:

  • Free bus and train travel for students, apprentices, children and teenagers, Community Services Card holders, and Total Mobility users.
  • A maximum $2 bus or train fare for other adults.
  • Better public transport services in smaller towns and regions, as well as major cities.
  • More frequent intercity buses and expanded passenger rail services. greens.org.nz

What this could mean for you: If you qualify as a student under the proposed policy and can use the available public transport, you could save on regular trips to classes and work.

The proposal also recognises that transport options outside major cities can be limited. However, the actual benefit would depend on which services operate where you live.

These are election promises, not benefits you can assume are already available.

Labour: A weekly cap on public transport fares

Labour proposes a weekly fare cap starting on 1 July 2027:

  • $20 per week in Auckland, Wellington and Christchurch.
  • $10 per week elsewhere in New Zealand.

Once you reach the applicable weekly cap, additional eligible bus and train trips would be free. labour.org.nz, salient.org.nz

What this could mean for you: If you travel frequently, a weekly cap could make your transport costs more predictable.

For example, if you currently spend $35 a week on eligible public transport and the $20 cap applied to all your trips, you would save $15 a week, or $780 over 52 weeks.

That is an illustration, not a forecast of your actual savings. It assumes you travel every week, all those trips qualify and your current fares total $35.

One important difference from the Greens' proposal is that Labour's policy is a spending cap, not free travel specifically for students.

National: Focus on fuel costs and transport safety

National's current transport-related approach includes cancelling the planned fuel excise increase for 2027 and delaying the next increase until 2028. It has also announced a dedicated Auckland Transport Police Team to improve safety on buses and trains in Auckland. beehive.govt.nz, national.org.nz

What this could mean for you: If you drive to campus or work, delaying a fuel tax increase could help avoid an additional cost. But it doesn't mean petrol itself will become cheaper.

If you rely on buses or trains, National's current headline policies offer less direct student fare relief than the Greens' free-travel proposal or Labour's fare cap.

ACT, Te Pāti Māori and New Zealand First

Their approaches differ, but their current transport proposals are less directly focused on reducing student fares than those of Labour and the Greens.

  • ACT: Its wider approach emphasises less regulation and greater reliance on individual choice and private-sector activity.
  • Te Pāti Māori: Its cost-of-living approach includes transport affordability, although the specific measures and eligibility rules should be checked against its latest policy announcements.
  • New Zealand First: Places emphasis on infrastructure, domestic industry and energy security, rather than a prominent student public-transport subsidy. salient.org.nz, salient.org.nz, salient.org.nz

If you have to drive because public transport isn't practical, don't compare the parties solely on bus fares. Fuel costs, road-user charges and the availability of reliable transport services may matter more to you.

3. At a glance: Which parties have the most relevant proposals?

Here's how the six main parliamentary parties compare on the two costs you've highlighted, based on their announced 2026 positions.

Party Food costs Transport costs Potential benefit for you
Green Party Publicly owned supermarket, action against excessive prices and expanded food assistance Free public transport for eligible students; $2 maximum fares for other adults Direct support for groceries and potentially substantial transport savings
Labour Supermarket competition reforms and a ban on price gouging Weekly public transport cap of $10 or $20, depending on location More predictable transport costs and potentially cheaper groceries
National More competition between major supermarkets Fuel-tax increase delayed until 2028 Potential savings through supermarket competition and avoiding a planned fuel-tax increase
ACT Emphasis on competition and market-based solutions No comparable student-fare subsidy is a defining current promise Its voluntary student-services-fee proposal could reduce some tertiary costs, although this isn't a food or transport policy
Te Pāti Māori Broader emphasis on redistribution and reducing inequality Transport affordability is part of its cost-of-living agenda Its proposed $30,000 tax-free income threshold could benefit some part-time workers
New Zealand First Emphasis on domestic industries and New Zealand's economic interests Emphasis on infrastructure and energy security Fewer clearly defined, direct student food and transport benefits in its current platform

Sources: Green Party manifesto and transport plan, Labour's 2026 policies, National's 2026 policies, and Salient's 2026 student election guide. The distinction between a published policy and a less-developed policy area matters: the table doesn't mean the other parties have no relevant policies at all. greens.org.nz, greens.org.nz, labour.org.nz, national.org.nz, salient.org.nz, salient.org.nz, salient.org.nz

4. The issue you shouldn't overlook: Your ability to study without working so much

You mentioned that fitting paid work around your studies is becoming difficult. That makes it worth looking beyond grocery prices and bus fares.

Even if a party reduces your weekly expenses, you might still need to work too many hours to cover rent, food and other essentials.

Three additional questions are worth asking each party:

  • Would you have more money to live on while studying? Look for policies on Student Allowance eligibility and rates, student loan living-cost limits, and other assistance available to tertiary students.
  • Would your study costs fall? Look for commitments on tuition fees, student services fees and student loan balances.
  • Would your other essential costs fall? Rent, electricity and healthcare expenses can absorb money that might otherwise pay for food and transport.

The Greens have proposed restoring Fees Free and extending the Winter Energy Payment to tertiary students. ACT proposes making compulsory student services fees voluntary. National's announced student-loan repayment reduction would primarily benefit graduates earning above the repayment threshold, rather than immediately increasing a current student's living-cost budget. greens.org.nz, salient.org.nz, salient.org.nz

These differences matter because a policy that reduces your expenses while you're studying may be more useful to you right now than a policy that mainly benefits you after graduation.

5. How to decide which party best fits your circumstances

Based on the policies announced so far, here's a practical way to narrow your options.

  • If cheaper groceries and the lowest possible public transport costs are your priorities: Start by comparing the Green Party's proposals with Labour's. The Greens propose free travel for eligible students and more direct intervention in grocery prices; Labour proposes a weekly transport cap and supermarket competition reforms.
  • If you'd rather see supermarkets compete without creating a publicly owned supermarket: Examine National's proposal alongside Labour's competition reforms. Compare the specific mechanisms rather than relying on general promises to reduce the cost of living.
  • If you want to keep more of your part-time earnings: Compare the Greens' and Te Pāti Māori's proposed income-tax changes, paying attention to how much you earn and how the proposals would affect your actual take-home pay.
  • If you mainly want to reduce the cost of tertiary study: Look more closely at the Greens' Fees Free proposal and ACT's proposal on student services fees, as well as each party's commitments on student support.

These are starting points for comparing policies, not recommendations about how you should vote. The election is scheduled for 7 November 2026, so check for further announcements before making your final decision. salient.org.nz, greens.org.nz, greens.org.nz, labour.org.nz

One question that would help me make this comparison much more useful

How do you usually get to your classes and part-time job?

For example, do you mainly use buses or trains, drive a car, or rely on a mixture of public transport and driving?

That would help me compare which parties' transport proposals are most likely to save you money, rather than just comparing their policies in general.

Ask anything

ChatGPT can make mistakes. Check important info.

Captured 12 October 2026 · shown as ChatGPT gave it, not a verified account

Gemini · No location

I'm a tertiary student renting a room, working part time and using a student loan. I am struggling to fit paid work around study. I am considering my vote in the 2026 New Zealand general election. What would parties do about food and transport costs for someone studying on a tight budget?

As a tertiary student renting a room, working part-time, and juggling a student loan against high living costs, the political parties offer distinctly different approaches for the 2026 general election.

The policy landscape addressing food, transport, and student financial support breaks down across the major parties as follows:


Food and Cost of Living

  • National: Focuses on economic management, controlling inflation, and increasing household take-home pay rather than direct food subsidies. They have proposed supermarket policy changes—such as pursuing the structural separation of major supermarket chains (e.g., separating New World and PAK'nSAVE ownership groups) to increase competition and drive down grocery prices. For graduates and student loan holders, they propose lowering the student loan repayment rate from 12% to 10% (taking effect in April 2027) to leave more cash in your hand.
  • Labour: Proposes targeted cost-of-living relief, including free doctor's visits and prescriptions, which indirectly alleviates medical expenses for tight budgets. For students and recent graduates, Labour’s 2026 campaign includes a policy to write off 10% of student loan balances for New Zealand-based graduates who missed out on the old fees-free scheme, clearing balances of $2,000 or less in full.
  • Green Party: Focuses heavily on direct income support and poverty reduction. They advocate for a universal student income regardless of parental background, alongside policies to address wider food accessibility and broader welfare adequacy.
  • Te Pāti Māori: Advocates for immediate interventions for students, including an immediate write-off of the living-cost component of all student debt and the introduction of a universal student allowance.

Transport Costs

  • Green Party: Has a strong emphasis on public transport relief, proposing free bus and train travel for all students, apprentices, and people aged 25 and under, alongside a broad $2 fare cap for everyone else.
  • Labour: Proposes a nationwide $20 public transport fare cap to bring down regular commuting costs for public transport users.
  • National & ACT: Generally favor fiscally conservative approaches to transport, prioritizing investment in roading infrastructure, maintaining targeted transport funding, and opposing universal free-fare subsidies, arguing that broad subsidies are less fiscally responsible and that relief is better delivered via general tax or loan adjustments.

Summary for Your Situation

  • If you want immediate relief at the checkout and pump, parties like Labour and the Greens lean towards direct market interventions, price caps, or free public transport for students.
  • If you want long-term debt adjustments, National's lowered repayment threshold (to 10%) or Labour/Te Pāti Māori's student loan write-off proposals target student debt specifically.

Are you leaning towards policies that lower everyday expenses directly (like transport and groceries), or are you more focused on changes to student loan repayments and allowances?

Ask Gemini

Gemini is AI and can make mistakes.

Captured 12 October 2026 · shown as Gemini gave it, not a verified account

Google AI Mode · No location

I'm a tertiary student renting a room, working part time and using a student loan. I am struggling to fit paid work around study. I am considering my vote in the 2026 New Zealand general election. What would parties do about food and transport costs for someone studying on a tight budget?

Balancing part-time work, study, and the high cost of renting and living is a major pressure point. For the 2026 New Zealand general election , political parties have outlined distinct approaches that would affect a student juggling a tight budget, food, and transport:

  • Labour Party : Under its Cost of Living Action Plan, Labour has proposed general relief measures that directly impact daily student expenses. This includes capping public transport fares at $20 a week in main centers (Auckland, Wellington, Christchurch) and $10 a week elsewhere, implementing a three-year freeze on the fuel tax, and targeting grocery costs by making price gouging on essentials illegal. They have also proposed cutting existing student debt by 10%.

  • National Party : As the incumbent-leading party, National's broader economic approach focuses on broader fiscal management, inflation control, and income tax relief rather than targeted student-specific allowances or deep market interventions for food and transport. Their emphasis is on reining in government spending to lower overall economic pressure rather than broad subsidies.

  • Green Party : Historically and through their youth/student platforms, the Greens advocate for structural expansions in welfare and student support, pushing to overhaul the student support system into a universal, non-means-tested student allowance, alongside significant investments in free or deeply discounted public transport and climate-focused cost-of-living relief.

  • ACT Party : ACT generally opposes broad market subsidies, price controls, and transport caps, favoring fiscal restraint, cutting government expenditure, and reducing taxes where possible. They argue that lowering overall regulation and government debt is the most effective way to address the cost of living long-term. [NZ Herald]

  • New Zealand First : NZ First has emphasized measures like matching minimum wage adjustments to inflation to protect working students' purchasing power, alongside localized cost-of-living adjustments, though they place less emphasis on specialized tertiary student subventions. [NZ Herald]

If you'd like, I can dive deeper into:

  • How specific policies affect student loan or allowance thresholds for working students
  • A breakdown of transport options in your specific region
  • Ways to access existing student hardship or advocacy resources right now

Let me know how you'd like to proceed.

NZ Herald

Election 2026: Labour promises fresh school lunches and ...

Labour promises to bring back fresh, locally made school lunches and restore rural school bus routes as part of its plan to ease h...

NZ Herald

Election 2026: David Seymour outlines Act’s fiscal plan, Luxon details National’s education plan

12 Oct 2026 — Peters was campaigning on increasing the minimum wage by at least the rate of inflation every year for the next three years.

Ask anything

Captured 12 October 2026 · shown as Google AI Mode gave it, not a verified account

AI Overviews · No location

I'm a tertiary student renting a room, working part time and using a student loan. I am struggling to fit paid work around study. I am considering my vote in the 2026 New Zealand general election. What would parties do about food and transport costs for someone studying on a tight budget?

AI Overview

Ahead of the November 7, 2026 New Zealand general election, political parties offer distinct approaches to student transport, food costs, and financial relief: Labour proposes regional public transport caps and supermarket competition reforms, the Green Party advocates for free off-peak transit and universal student income support, National targets a lower student loan repayment rate, and parties like New Zealand First and Te Pāti Māori propose debt-wipe schemes tied to staying in the country.

Transport Cost Policies

  • Labour: Pledges a $20 weekly public transport fare cap in Auckland, Wellington, and Christchurch, and a $10 weekly cap in all other regions starting July 2027.

  • Green Party: Proposes free off-peak public transport for all tertiary students and apprentices.

  • National / ACT: Generally focus on general fuel tax relief and broader economic settings rather than direct student transit subsidies.

Food and Cost of Living Policies

  • Labour: Targets the cost of groceries by breaking up the supermarket duopoly into independent wholesalers and banning price gouging on daily essentials.

  • Green Party & Te Pāti Māori: Push for universal student allowances and a guaranteed weekly student income to address high rates of food insecurity and skipped meals among students.

Student Loan and Debt Relief

  • Labour: Promises to write off 10% of student loan balances for New Zealand-based graduates who did not use the fees-free scheme, and completely wipe balances of $2,000 or less.

  • National: Proposes lowering the compulsory student loan repayment rate from 12 cents to 10 cents for every dollar earned above $24,128, starting April 1, 2027.

  • New Zealand First & Te Pāti Māori: Propose writing off student loans entirely for graduates who remain and work in New Zealand for five years, alongside shifting from a means-tested benefit to a universal student allowance.

Would you like to compare how these policies affect part-time work income thresholds , or check current student allowance eligibility criteria?

Ask anything

Captured 12 October 2026 · shown as AI Overviews gave it, not a verified account