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

We own a mortgaged home in an area affected by flooding. Insurance affordability, protection works and what happens after another flood are major concerns for us. I am considering my vote in the 2026 New Zealand general election. Who would pay for flood defences under different party plans: homeowners, councils or central government?

For a mortgaged home in a flood-prone area of New Zealand, the key question is not just who pays to build flood defences. It is also who pays to maintain them, who bears the cost if they fail, and whether your home remains insurable and affordable to own afterwards.

For the 2026 general election, it helps to separate three potential sources of funding:

  • Homeowners: through rates, targeted rates, insurance premiums, excesses or direct contributions to protection works.
  • Councils: through general rates, targeted rates, borrowing and local infrastructure budgets.
  • Central government: through national taxes, grants, co-funding arrangements or nationally funded flood-protection programmes.

These sources can overlap. A government-funded grant, for example, might cover only part of a flood-defence project, leaving ratepayers to pay the balance.

What the parties are proposing

As of 26 October 2026, parties have made some national adaptation commitments, but their policies are not equally detailed. The comparison below distinguishes announced positions from proposals that are still developing.

Party Who would pay for flood defences? What this could mean for homeowners
National Central government has funded selected projects, while councils retain a major role. Its announced emphasis is on national adaptation planning and practical resilience works. Flood resilience fundingPolitical parties make their climate adaptation pitch National standards and better risk information could help planning, but the material reviewed does not establish a universal government guarantee to pay for defences around private homes.
Labour A mix of beneficiaries, those who contribute to climate risk, central government and local government. Labour also wants banks and insurers involved. Political parties make their climate adaptation pitch Public funding could share costs, but homeowners who benefit from a particular scheme may still contribute. Labour's detailed election policy was still pending at the August policy discussion.
The Opportunity Party A shared-responsibility model, with central government contributing when risks exceed local capacity or nationally significant assets are affected. Councils and property owners would also contribute. Political parties make their climate adaptation pitchOpportunity proposes national insurance support framework as part of climate policy Its September 2026 climate policy also proposes a national insurance-support framework, transparent risk assessments and fairer cost-sharing. This is a proposed framework, not a promise to cover every home's losses.
Green Party Supports more green infrastructure and stronger central–local government cooperation. Its adaptation approach emphasises a coordinated, long-term response. Political parties make their climate adaptation pitchManifesto 2026 Could mean more emphasis on public coordination and nature-based protection, but the sources reviewed do not specify a universal household contribution formula for flood defences.
ACT Its public position emphasises practical options, including upgrading stopbanks and stormwater systems, raising roads and houses, and considering alternatives to restrictive planning rules. Political parties make their climate adaptation pitch More emphasis on engineering solutions and property-level options; the statements reviewed do not specify a comprehensive national funding split.
New Zealand First Its stated emphasis is economic development rather than making climate action a central political priority. The source reviewed does not set out a specific flood-defence funding formula. Political parties make their climate adaptation pitch There is less clarity in these statements about how the cost of future flood protection would be divided between homeowners and taxpayers.

Important distinction: this is a comparison of positions documented in the sources, not a claim that every party has published a complete, final flood-protection policy. You can check the parties' current material directly through National's 2026 policies, Labour's 2026 policies and the Green Party's 2026 manifesto.

What happens under the current system?

New Zealand already uses a mixed funding model, so the election question is how much each party would change that balance.

Homeowners and local ratepayers

Regional councils commonly use targeted rates on properties benefiting from a flood-protection scheme. Homeowners may also face general rates, higher insurance costs and the expense of protecting their own property. Part 2: The flood protection systemSector summaries: Flood protection | National Infrastructure Plan

Central government

The Government has funded specific resilience projects rather than guaranteeing to pay for every local defence. For example, the Regional Infrastructure Fund provided $101.1 million for 42 flood-resilience projects in 2024, followed by another $96.8 million for 32 projects in 2025. Flood resilience funding

After another flood

Insurance may cover damage according to your policy, exclusions and excess. If insurance becomes unavailable or unaffordable, homeowners can face much greater financial exposure. There is no general guarantee that the Government will compensate every homeowner for future flood losses. Residential insurance and climate-related hazardsAdaptation options including managed retreat

The Office of the Auditor-General also notes that councils may need to upgrade defences just to maintain their existing level of protection as flood risk changes. A defence is not a guarantee against all future floods. Part 2: The flood protection system

What matters most for your mortgage?

For your situation, I would examine four specific commitments in each party's detailed policy.

  • Upfront funding: Would central government pay a defined share of the cost of new or upgraded flood defences, rather than leaving councils to raise targeted rates?
  • Ongoing maintenance: Who would fund repairs and future upgrades, and could those costs produce substantial increases in your rates?
  • Insurance affordability: Would there be support for households facing unaffordable premiums or losing access to flood insurance?
  • What happens if protection is no longer viable: Would the policy provide a clear process and funding for voluntary property buyouts or managed retreat, and how would outstanding mortgages be handled?

That last question is especially important. A buyout or relocation scheme is different from flood insurance, and neither should be assumed to repay a mortgage in full without explicit terms.

For the voting decision, the clearest distinction is between parties offering defined national cost-sharing commitments and parties relying more on local funding, practical works or a future national framework. The announcements reviewed do not establish a complete, binding funding formula for every party, so the detail of any final policy matters.

You can explore either of these next:

Compare party plans for flood insurance and mortgage protection

Compare government-funded flood defences and homeowner buyouts

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

We own a mortgaged home in an area affected by flooding. Insurance affordability, protection works and what happens after another flood are major concerns for us. I am considering my vote in the 2026 New Zealand general election. Who would pay for flood defences under different party plans: homeowners, councils or central government?

For homeowners in flood-prone areas, the question of who pays for flood defences, managed retreat, and infrastructure protection is a major point of difference among political parties in the 2026 New Zealand general election.

Under New Zealand's current framework, the costs are traditionally split between homeowners (via insurance and property rates), local councils (via local rates and debt), and central government (via ad-hoc disaster recovery funds and national infrastructure support). However, the major political parties approach the funding burden, risk mitigation, and post-flood support differently:


1. National & NZ First (Coalition Government Approach)

  • Central Government vs. Councils/Homeowners: This approach leans toward fiscal conservatism, emphasizing targeted regional co-investment rather than broad, open-ended central bailouts. While the government has backed regional infrastructure initiatives (such as through the Regional Infrastructure Fund targeting flood protection and water storage) and rolled out national risk mapping (like the New Zealand Flood Map), it has also rolled back parts of central climate adaptation funding pools.
  • Impact on Councils & Homeowners: A greater share of the ongoing cost for local protective works tends to fall back on local authorities and regional co-investments. For councils with tight debt caps, this often translates to higher targeted rates for property owners in flood-prone zones, while property-level defences or insurability remain largely private responsibilities.

2. Labour Party

  • Central Government Involvement: Labour emphasizes a stronger central government role, arguing that extreme weather demands heavy national infrastructure funding and structured national frameworks for climate adaptation and managed retreat.
  • Impact on Councils & Homeowners: Labour’s historical framework and policy positions aim to co-share costs centrally to protect smaller or under-resourced council districts. The objective is to shield vulnerable communities and local ratepayers from extreme rate hikes and prevent sudden mortgage defaults by using national funds to anchor large-scale flood builds and community protection.

3. Green Party

  • Central Government Leadership: The Greens advocate for the largest central government intervention on climate adaptation. They criticize reductions in baseline climate resilience spending and push for massive increases in central climate funds.
  • Impact on Councils & Homeowners: Their framework aims to minimize out-of-pocket costs for low-to-middle-income homeowners and heavily support local authorities. The Greens propose that central government grants and dedicated climate funds should heavily absorb the costs of community-wide protection barriers and managed retreat programs, rather than leaving private property owners or stretched local councils to bear the burden.

4. ACT New Zealand

  • Market-Led & Risk-Reflective Approach: ACT generally opposes large-scale, blanket government subsidies for climate adaptation that spread costs across all taxpayers, arguing instead that policies should focus on economic efficiency and property rights.
  • Impact on Councils & Homeowners: ACT's framework places a heavier emphasis on variable rates that directly reflect individual property flood risk. Under this approach, homeowners in high-risk zones face costs that more accurately mirror their actual exposure, encouraging private risk assessment, individual property-level adaptation, and insurance clarity rather than broad public subsidisation.

Summary for Your Vote

  • If you favor central government intervention to shoulder the financial burden of flood defences and protect local ratepayers, centre-left parties (Labour, Greens) offer policies focused on central funding pools and co-sharing.
  • If you favor fiscal restraint, regional co-investment, or risk-reflective costs where local areas or individual risk profiles manage the expense, centre-to-right parties (National, ACT, NZ First) lean more toward local council responsibility, targeted co-funding, and avoiding broad central underwriting.
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

We own a mortgaged home in an area affected by flooding. Insurance affordability, protection works and what happens after another flood are major concerns for us. I am considering my vote in the 2026 New Zealand general election. Who would pay for flood defences under different party plans: homeowners, councils or central government?

As New Zealand navigates increasing severe weather events, the question of who pays for climate adaptation and flood defences is a central point of debate for the 2026 general election. Currently, funding responsibility is traditionally split between local councils (via rates) and central government (via ad-hoc disaster response or regional funds), leaving a heavy burden on local communities and individual homeowners.

The major political parties diverge significantly on how the cost burden should be shared between central government, local councils, banks/insurers, and property owners:

  • National Party / Coalition Government: Focuses on a practical planning and risk-reduction framework (the National Adaptation Framework) alongside a streamlined resource management system and a national flood-mapping initiative. Their approach relies heavily on localized planning by councils with targeted central support (such as regional infrastructure allocations) rather than an open-ended central underwriting of all local flood defense works. They place greater emphasis on practical engineering (like river gravel extraction) and avoiding mandates that force extreme-risk decisions prematurely.

  • Labour Party: Advocates for a mixed funding model that distributes costs across beneficiaries, exacerbators (those contributing to or building in high-risk zones), public funds, as well as financial institutions like banks and insurance companies. Labour critiques current central funding levels as insufficient and envisions a more interventionist central government framework sharing the financial load alongside the private finance sector.

  • Green Party: Emphasizes increased central government investment and criticizes current and recent government allocations for scaling back direct central spending on flood protection. The Greens favor robust public funding integrated with green infrastructure, arguing that central government must step up substantially to support communities rather than leaving councils and ratepayers exposed to escalating climate costs.

  • The Opportunities Party (TOP): Proposes a dedicated $5 billion climate resilience fund funded by central government for prevention and resilience works. They also propose a national insurance support framework and risk disclosure regime, shifting more proactive capital and coordination responsibilities onto the central government to prevent repetitive disaster recovery payouts.

  • ACT New Zealand: Skeptical of heavy-handed central mandates or councils utilizing extreme climate worst-case scenarios to prematurely devalue or restrict properties. They emphasize cost-effective, practical local engineering solutions and caution against ballooning central government spending and bureaucracy. [RNZ]

  • New Zealand First: Prioritizes economic growth and cost-of-living relief over climate-specific adaptation funding, generally opposing large-scale climate taxes or international frameworks in favour of conventional economic priorities. [RNZ]

If you'd like, I can:

  • Detail the current local council vs central government cost-sharing mechanisms for post-flood buyouts (such as Category 2/3 categorisations)
  • Explore how insurance and mortgage availability are factored into specific party frameworks

Let me know how you'd like to proceed with your evaluation.

Ask anything

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

AI Overviews · No location

We own a mortgaged home in an area affected by flooding. Insurance affordability, protection works and what happens after another flood are major concerns for us. I am considering my vote in the 2026 New Zealand general election. Who would pay for flood defences under different party plans: homeowners, councils or central government?

AI Overview

For homeowners in flood-prone areas, the 2026 General Election presents distinctly different approaches to funding flood defenses and handling climate adaptation. Because major insurance companies are increasingly shifting to granular, property-by-property flood risk pricing, your future premiums and mortgage compliance heavily depend on who pays for protective infrastructure or a potential "managed retreat".

Here is how the main political parties propose allocating the costs among central government, local councils, and homeowners :

🏛️ The National-Led Government Approach

The National Party , governing alongside ACT , focuses on clear cost-sharing frameworks, deregulation, and targeted infrastructure funds rather than massive central government pools.

  • Central Government: National implemented the National Adaptation Framework , establishing a clear cost-sharing blueprint between the Crown and councils. Rather than broad central funding, they replaced previous climate funds with the Regional Infrastructure Fund (RIF) , which contributes co-funding for regional flood defenses.

  • Councils: Local councils bear the primary responsibility for planning and building hard defenses (like stopbanks) using local rates, but they gain greater authority to mandate local adaptation plans.

  • Homeowners: Homeowners face a system that relies on market transparency. National is rolling out a National Flood Map (targeted for 2027) so insurers and buyers can see exact risks. If protection works are not built, homeowners absorb the cost of rising insurance premiums or property devaluation.

  • ACT Party Plan: ACT strongly favors prioritizing practical on-the-ground adaptation over emission mitigation. They support deregulation to allow councils and communities to build drainage and raise roads faster and cheaper. However, they strictly oppose large central crown subsidies for localized retreats, meaning homeowners in high-risk zones carry more individual risk.

🌹 The Labour Party Plan

The Labour Party advocates for heavier central government intervention to shield households from financial ruin, though they advocate for a bipartisan, long-term approach to take the "politics out of infrastructure".

  • Central Government: Labour heavily criticizes the current government’s cuts to the Climate Emergency Response Fund. If elected, they lean toward using central government borrowing to fund extensive climate resilience. They support central Crown interventions to provide a safety net for high-risk areas.

  • Councils: Labour envisions central government working in tandem with councils to fund massive remediation or managed retreats. They acknowledge that small or underfunded regional councils cannot afford multi-billion dollar defenses on their own.

  • Homeowners: Homeowners would receive higher levels of state-backed financial protection. Under Labour's philosophy, central intervention aims to prevent homeowners from being completely "stranded" by private insurers fleeing high-risk flood zones.

🌿 The Green Party Plan

The Green Party proposes the most aggressive, centrally-funded framework targeted at community and nature-based defenses.

  • Central Government: The Greens propose substantial, ring-fenced central funds—such as their previously championed $750 million Climate Resilient Towns fund —to build natural flood buffers.

  • Councils: Councils would receive massive, direct cash injections from the central government specifically to implement nature-based flood mitigation (like wetlands, green spaces, and river restoration) rather than relying strictly on concrete infrastructure or hiking local rates.

  • Homeowners: Homeowners would benefit from state-funded community protection. For properties that simply cannot be saved, the Greens support a robust, centrally-funded managed retreat scheme to offer fair compensation, reducing the likelihood that a homeowner is left holding a worthless, uninsurable mortgage.

🪙 New Zealand First Plan

  • Central Government & Regions: NZ First focuses heavily on regional funding. They advocate for schemes like the Regional Infrastructure Fund and returning 50% of mining royalties back to the regions. This money is explicitly earmarked for local infrastructure, allowing provincial councils to build and maintain robust flood protections without over-burdening local residential ratepayers.

Summary Comparison

Party Primary Funding Source Impact on the Homeowner
National / ACT Co-shared (RIF Central funds + Council rates) Higher Market Exposure : Relies on risk transparency maps. Homeowners rely on market insurance pricing.
Labour Central Government (Heavier Crown funding & borrowing) Higher Protection : State intervention aims to shield homeowners from being financially stranded.
Greens Central Government (Large dedicated climate trusts) Community & Eco-focused: Heavy emphasis on state-funded eco-buffers and structured retreat compensation.
NZ First Regional/Resource Taxes (Royalties returned to regions) Provincial Protection : Focuses on protecting regional property values via localized infrastructure funds.

If you want to look closer at a specific aspect, let me know:

  • Would you like details on how "managed retreat" compensation differs between the parties?

  • Are you interested in how Natural Hazards Commission (NHC/EQC) rules currently cover your land vs. your house?

Ask anything

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