Evidence · NZ Election 2026 · Edition 4

Every question, every answer, every source

All 174 questions and the 776 answers produced on 19 October 2026. For the other 44 planned combinations, Google produced no AI Overview or AI Mode answer.

questions
174
answers saved
776
collected
19 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, unchanged since 5 October.

    id, text, reference, axes, collectionSettings, enabled

  • Answers

    answers.csv

    One row per saved answer, with its complete original text.

    id, questionId, assistant, collectionSetting, askedFrom, text, words

  • Sources by answer

    source-associations.csv

    One row per website associated with an answer; repeated citations count once.

    answer id, question id, assistant, domain, publisher

  • Checks against official sources

    checks.csv

    One row per selected statement and assistant, including those where the statement was not made.

    checkId, claimToTest, category, answerId, questionId, assistant, assertionPresent, assertion, paragraphs, verdict, evidence, whatTheSourceSays, checkedOn, assessment

  • Who to vote for: what each answer did

    behaviour-coding.csv

    One row per voting-guidance answer read in full, with each behaviour marked. Behaviours overlap; the original answers supply the evidence.

    prompt_id, draft_id, platform, region, explicit_choice_boundary, conditional_party_or_bloc_alignment, prioritised_shortlist, elicits_additional_user_information, unconditional_single_party_vote_instruction, excerpts, rationale, reviewer, reviewed_on, answerId

  • Location and national answers

    place-pairs.csv

    One row per national and location pair in this edition.

    question id, assistant, place, national answer id, place answer id, national entities, place entities, same entities

  • Changes between editions

    party-change-tables.csv

    One row per answer and earlier edition, with the parties named then and now.

    earlier_edition, earlier_result_id, current_result_id, prompt_id, platform, region, draft_id, block, scenario_id, scenario, issue, priority, same_text, same_party_set, earlier_parties, current_parties, added, removed

  • Changes across editions

    trajectory-tables.csv

    One row per pair of editions, with how many of the same 776 answers changed their party line-up.

    earlier_edition, current_edition, denominator, changed_all17, changed_seven

  • Party counts by edition

    party-count-tables.csv

    One row per comparison, edition, assistant and party, with the answers naming the party.

    panel, edition, platform, entity_id, party, numerator, denominator

  • Parties entering and leaving answers

    party-mention-flows.csv

    One row per party and assistant: answers that gained, lost or kept the party since 16 October.

    entity_id, platform, denominator, earlier, current, gained, lost, retained

  • Parties named by issue

    topic-presence-tables.csv

    One row per issue and party, with the answers naming the party.

    issue, entity_id, numerator, denominator

  • Location comparisons by edition

    regional-tables.csv

    One row per national and location pair, comparison and edition.

    panel, edition, prompt_id, platform, region, draft_id, block, scenario_id, scenario, issue, priority, complete, national_result_id, location_result_id, same_party_set

  • Answer length by assistant

    platform-tables.csv

    One row per comparison, edition and assistant, with answer length and the answers naming all six parties in Parliament.

    panel, edition, platform, answers, median_words, all_six_parliamentary

  • Voting guidance changes between editions

    guidance-change-tables.csv

    One row per voting-guidance answer and behaviour, on 16 and 19 October.

    draft_id, platform, measure, earlier_result_id, result_id, earlier, current, changed

  • What changed for each voter

    case-assessments.csv

    One row per voter: what changed in the answer to their main question.

    case, transition, earlier_quote, quote, assessment

  • Statements selected for checking

    check-register.csv

    One row per statement selected for checking, with why it was chosen and its primary source.

    checkId, claimToTest, category, whyChecked, primarySourceUrl, answerId

  • Answers paired with Edition 3

    pairs.csv

    One row per answer, with the 16 October answer to the same question, assistant and location.

    earlierAnswerId, answerId, questionId, assistant, collectionSetting, askedFrom

  • Source capture by answer

    sources.csv

    One row per answer, with whether its sources were captured and the websites recorded.

    answerId, capture, domains, urls, literalUrls, scope

  • Websites by reach

    source-reach-tables.csv

    One row per website, with the answers associated with it.

    domain, answers, denominator

  • Websites by issue

    topic-source-tables.csv

    One row per issue and website, with the answers associated with it.

    issue, domain, answers, denominator

  • Party matches reviewed in context

    party-identity-decisions.csv

    One row per possible party match read in context, with whether it counted and why.

    result_id, party, include, state, reason, reviewer, reviewed_on, review_basis, contexts

  • Parties found in each answer

    codings.csv

    One row per answer, party and comparison, with whether the party counted and the passage that shows it.

    comparisonId, answerId, entityId, kind, measure, counted, quote, reason, evidence

  • Comparisons each answer is in

    memberships.csv

    One row per answer and comparison.

    comparisonId, answerId, rowKey, included

  • Claims Onsomble recorded

    raw-native-claims.csv

    One row per claim, with the parties it is about and its stance on each.

    claimId, claimText, quote, stance, platform, region, promptId, brands, sources, drivers, sourceResultId

  • Answers read in full

    semantic-review-ledger.csv

    One row per answer and question a reviewer read in full, with the decision and the passage.

    result_id, dimension, state, decision, rationale, excerpt, reviewer, reviewed_on

  • Passages quoted in the analysis

    report-evidence.csv

    One row per answer passage the analysis quotes, with its reading.

    key, answerId, interpretation, text

  • Analysis findings

    findings.csv

    One row per finding in the analysis, with its figure and the table it comes from.

    id, value, denominator, statement, summary, caveat, evidence, reportFile

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

For the 2026 New Zealand general election: What do parties propose about freshwater, pollution, biodiversity and resource management?

New Zealand 2026 election: freshwater, pollution, biodiversity and resource management

For the 2026 New Zealand general election, the key environmental policy differences to examine are how parties propose to protect rivers and lakes, reduce pollution, restore native ecosystems, and manage land use, mining, farming and development.

A useful comparison separates four questions:

  • Freshwater: What rules would apply to water quality, river health, wetlands, water allocation and agricultural runoff?
  • Pollution: What would parties do about sewage, stormwater, agricultural emissions, waste, plastics and contaminated sites?
  • Biodiversity: How would they protect native species, forests, wetlands, marine habitats and threatened ecosystems?
  • Resource management: How would they balance environmental protections with housing, infrastructure, farming, mining and economic development?

One important distinction is whether a party proposes to strengthen environmental protections, change existing rules, or prioritise more flexible approvals for development. Those approaches can have different implications for communities, landowners and ecosystems.

What the main parties are proposing

The following comparison focuses on the seven main parties covered by the 2026 environmental policy comparisons. It distinguishes published party positions from the assessment of those positions by environmental organisations.

Election date: 7 November 2026. Policies and campaign material checked on 19 October 2026.

1. Freshwater, pollution and native biodiversity

Rural river scenery in the forest

Green Party

Emphasises healthy rivers, lakes and wetlands, protection of indigenous biodiversity, and regenerating land and ecosystems. Its published policy framework includes freshwater, land use, soils, forestry and hazardous waste. Complete Party PolicyGreenpeace 2026 General Election Scorecard

Policy details: Green Party policy library

Juvenile white-faced heron standing on dry bulrushes

Te Pāti Māori

Places environmental protection alongside Māori self-determination and relationships with whenua and waterways. Its environmental positions are assessed in Greenpeace's 2026 scorecards; consult its current policy material for the precise commitments on freshwater and conservation. Greenpeace 2026 General Election ScorecardTe Pāti Māori - Party for Party vote - NZ Election 2026

Policy comparison: Greenpeace's 2026 scorecards

Project to plant stream banks - The Country News - NZ Herald

Labour

Its 2026 programme is published through its policy library. On environmental questions, compare its specific commitments on water quality, farm pollution, conservation and the replacement of resource-management laws rather than assuming its previous government policies remain unchanged. Labour's 2026 Election PoliciesPolicies for Party vote - NZ Election 2026

Policy details: Labour's 2026 policies

FUTURE FARMING — Amuri Irrigation Projects

National

Highlights productive farming, water and fertiliser security, infrastructure and economic growth. Its policy programme also supports replacing the Resource Management Act (RMA). The key questions are how the new system sets environmental limits and manages farming impacts, rather than simply how quickly projects can be approved. 2026 Election PolicyGreenpeace 2026 General Election Scorecard

Policy details: National's 2026 policies

What Is New Zealand Natural Resources? From Gold Mines To Green Energy - The Aotearoa Archive

ACT New Zealand

Has been part of the governing coalition's programme of resource-management reform and greater emphasis on enabling development and reducing regulatory constraints. Relevant questions include how its approach would treat pollution limits, consent requirements and the protection of ecosystems. Greenpeace 2026 General Election ScorecardLuxon ’s Three Years of War on Freshwater 2023-2026

Policy comparison: Greenpeace environmental scorecards

Worlds Apart | New Zealand Geographic

New Zealand First

Has supported the coalition's resource-management changes. Its wider 2026 programme includes opposition to New Zealand's participation in the Paris climate agreement. For freshwater and biodiversity, check its specific positions on mining, conservation land, farm rules and resource consents. The main parties vying to form New Zealand's next governmentGreenpeace 2026 General Election Scorecard

Policy comparison: Greenpeace environmental scorecards

Restoring Our Forests – KiwiReserve

Opportunity Party

Promotes protecting natural infrastructure, addressing climate change and restoring valued places. Its published 2026 platform also highlights clean energy and ending bottom trawling. Its detailed freshwater and pollution proposals should be checked against the party's specific policy documents. Opportunity PartyGreenpeace 2026 General Election Scorecard

Policy details: Opportunity Party

2. Resource management: the central policy divide

The replacement of the Resource Management Act is especially important because it affects how freshwater standards, pollution controls, mining, forestry, farming and infrastructure projects are approved.

Party Broad approach to resource management
National Replace the RMA and make it easier to deliver infrastructure and economic development. It also promotes water and fertiliser security for farmers. 2026 Election Policy
ACT Emphasises reducing regulatory barriers and enabling economic activity. The practical issue is how environmental safeguards would operate under a more permissive consenting system. Greenpeace 2026 General Election ScorecardLuxon ’s Three Years of War on Freshwater 2023-2026
New Zealand First Has supported the governing coalition's resource-management reforms. Its environmental approach should also be considered alongside its positions on climate and natural resources. The main parties vying to form New Zealand's next governmentGreenpeace 2026 General Election Scorecard
Labour Its current commitments need to be distinguished from its earlier RMA reforms and freshwater policies. Its 2026 policy library is the relevant source for the current position. Labour's 2026 Election Policies
Green Party Emphasises ecosystem protection, environmental regeneration and healthy freshwater, with detailed policies on land, water and biodiversity. Complete Party Policy
Te Pāti Māori Emphasises environmental protection and Māori relationships with whenua and natural resources. Check its current policy documents for the exact proposed legislative mechanisms. Te Pāti Māori - Party for Party vote - NZ Election 2026Greenpeace 2026 General Election Scorecard
Opportunity Party Promotes environmental restoration and protecting natural infrastructure alongside economic and institutional reform. Opportunity Party

The governing coalition's resource-management changes have attracted criticism from environmental organisations over the potential for weaker freshwater protections and increased development pressures. The government has generally framed its reforms around enabling growth, investment and infrastructure. These are competing policy priorities, so it is useful to examine the actual legislation and safeguards, not just the parties' descriptions of their intentions. Luxon ’s Three Years of War on Freshwater 2023-20262026 Election Policy

3. An independent environmental comparison

Greenpeace Aotearoa has published a 2026 environmental election scorecard comparing seven parties across freshwater, conservation, oceans, climate and environmental law.

Its overall assessment is:

  • Green Party and Te Pāti Māori: A grades.
  • Opportunity Party: B grade.
  • Labour: C grade.
  • National, ACT and New Zealand First: F grades.

These are Greenpeace's assessments, not official election ratings or a neutral government evaluation. Greenpeace says it used parties' responses to 20 questions and, where answers were unavailable, their established positions and public evidence from the previous parliamentary term. Greenpeace 2026 General Election ScorecardGreenpeace 2026 General Election Scorecard

For a second comparison, Policy.nz's 2026 environment policy guide lets you explore topics including freshwater and pollution, conservation, waste management and emissions reduction. Reading the parties' original policies alongside the scorecards helps distinguish specific commitments from an advocacy organisation's interpretation.

4. What to compare before voting

If freshwater and biodiversity are your main concerns, these are the practical questions most worth asking of each party:

Environmental policy checklist

0 of 6

Will the party strengthen or relax limits on farm runoff, nitrates and other water contaminants?

Will it protect wetlands, native forests and threatened freshwater species?

Will it require polluters to prevent or pay for environmental damage?

Will its resource-management system maintain enforceable environmental limits on development and mining?

Will it fund restoration, monitoring, enforcement and local conservation work?

Will it protect Māori participation and existing Treaty-related arrangements for managing natural resources?

Bottom line: The main divide is between parties that emphasise restoring or strengthening environmental protections and those that prioritise enabling economic activity and reforming existing regulatory constraints. The decisive details are the enforceability of freshwater standards, protection of native ecosystems, accountability for pollution and the environmental limits built into the new resource-management system.

The strongest way to compare parties is to check their specific, costed commitments in these areas, alongside their record in government where relevant, rather than relying on environmental slogans or an overall score alone.

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For the 2026 New Zealand general election: What do parties propose about freshwater, pollution, biodiversity and resource management?

New Zealand political parties hold distinct positions on freshwater, pollution, biodiversity, and resource management, broadly reflecting a spectrum from prioritizing environmental protection and ecosystem health to emphasizing economic productivity, property rights, and reducing regulatory burdens for primary industries.


1. Freshwater and Pollution

  • Green Party / Te Pāti Māori (and traditionally Labour): Strongly emphasize rigorous environmental bottom lines for water quality. They support measures such as phasing out synthetic nitrogen fertilizers over time, implementing Te Mana o te Wai (the vital importance of water) as a primary governing principle, protecting natural wetlands, and tightening rules around agricultural runoff and urban pollution.
  • National / ACT / NZ First / The Opportunity Party (TOP): Generally favor balancing environmental goals with economic pragmatism, arguing that over-regulation burdens farmers and growers. They focus on infrastructure investment (such as water storage and irrigation), streamlining consenting for water use, and ensuring that rules target actual environmental risks rather than imposing blanket bureaucratic processes.

2. Biodiversity and Conservation

  • Green Party & Te Pāti Māori: Advocate for aggressive biodiversity protection. Policies include expanding marine reserves (aiming to protect 30% of oceans/seas), phasing out inshore bottom-trawling and commercial dredging, banning seabed mining permanently, increasing conservation funding, and establishing strict legal frameworks to prevent ongoing native species loss and manage invasive pests.
  • National & ACT: Focus more heavily on sustainable utilization alongside conservation. While supporting pest control and biosecurity, they lean toward enabling greater public and commercial access to conservation land (such as for hunting, tourism, and infrastructure) and cutting red tape for landowners who want to manage or develop their land while maintaining local environmental stewardship.

3. Resource Management and the RMA

  • National, ACT, and New Zealand First: Focus heavily on overhauling resource management laws (replacing or reforming the Resource Management Act - RMA) to speed up infrastructure development, housing, and primary sector projects. Their core argument is that excessive consenting delays and complex environmental litigation stifle economic growth and productivity.
  • Labour, Greens, and Te Pāti Māori: Caution against sweeping away environmental safeguards. They argue that resource management reform must maintain strong environmental bottom lines, protect Māori customary rights and Te Tiriti o Waitangi obligations, and prevent commercial developments from overriding ecological limits.

Would you like to dive deeper into the specific policy platform of a particular political party regarding these environmental issues?

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AI Overviews · No location

For the 2026 New Zealand general election: What do parties propose about freshwater, pollution, biodiversity and resource management?

AI Overview

Heading into the 7 November 2026 New Zealand general election , environmental management serves as a major ideological fault line between the parties. The current National-led coalition is campaigning on economic development and streamlining regulations, while opposition parties focus on restoring environmental protections.

A breakdown of what the major political parties propose regarding freshwater, pollution, biodiversity, and resource management includes:

💧 Freshwater and Pollution

  • National Party: Focuses on practical water management and securing resource reliability for the agricultural sector. National supports a decentralized, local approach that collaborates with local knowledge, councils, and iwi rather than heavy top-down regulations. It backs the coalition’s changes to freshwater farm plans and national wastewater standards to align regulatory compliance with economic viability.
  • Labour Party: Opposes the weakening of national freshwater protections and advocates for returning to robust national standards for water quality. Labour pushes for stricter pollution limits, holding commercial and agricultural polluters accountable, and supporting infrastructure upgrades for cleaner drinking water and wastewater treatment.
  • Green Party: Promotes its comprehensive "Drink, Swim, Fish" environmental policy. The Greens propose a complete overhaul of water rules, establishing clean freshwater as a human right, tightening nitrate pollution boundaries, and ensuring industrial and corporate entities pay for water usage and pollution.
  • ACT New Zealand: Prioritizes reducing regulatory barriers for farmers and infrastructure developers. ACT strongly supports minimizing central government interventions in water management, shifting focus to local infrastructure solutions, and reducing compliance costs linked to freshwater farm plans.
  • New Zealand First: Pledges balanced transitions that do not compromise regional jobs. NZ First supports localized infrastructure management but opposes symbolic national targets that place heavy financial burdens on rural communities and agricultural operations.
  • Te Pāti Māori: Focuses heavily on Oranga Whenua (the health of the land and environment). The party asserts tino rangatiratanga (sovereignty) over freshwater , arguing that indigenous Māori rights must be at the center of all freshwater distribution, ownership, and protection policies.

🌿 Biodiversity and Conservation

  • National Party: Proposes investing in target-driven biodiversity outcomes, focusing primarily on pest and predator control and habitat restoration. It supports community-led initiatives, such as doubling funding for the QEII National Trust, and recognizes introduced game species under law to balance hunting traditions with conservation.
  • Labour Party: Advocates for strong statutory protections of indigenous flora and fauna. Labour opposes extending mining or commercial quarrying on high-value conservation land, arguing that the Department of Conservation (DOC) should remain focused strictly on biodiversity preservation.
  • Green Party: Proposes significant expansion of native habitats, including a job guarantee programme for ecosystem regeneration. The Greens plan to increase New Zealand’s marine reserves to protect 30% of ocean territory , completely ban seabed mining, and phase out commercial bottom-trawling by 2030.
  • ACT New Zealand: Favors a property-rights approach to conservation. ACT supports expanding access for hunting on conservation land, giving entities like Fish & Game more autonomy over introduced animals, and preventing biodiversity rules from infringing upon private landowners' rights.
  • New Zealand First: Proposes using a portion of the International Visitor Levy to fund the DOC estate. However, they balance this by advocating for the protection of regional mining and fishing industries, opposing blanket bans on commercial ocean or land activities.

🏗️ Resource Management and Development (RMA)

The Resource Management Act (RMA) and fast-track consenting laws represent a core divide in the 2026 campaign:

Party Resource Management & Fast-Track Approach
National Supports retaining and expanding streamlined fast-track consenting to unblock infrastructure delays and lower building costs. Pushes for a permanent RMA overhaul to replace current restrictions with developer-friendly rules.
Labour Strongly criticizes the fast-track system as a "war on nature" that bypasses crucial environmental checks. Proposes a resource management framework that requires all major infrastructure to pass strict environmental impact assessments.
Green Party Pledges to repeal fast-track legislation entirely, viewing it as a tool prioritizing corporate profit over ecology. Demands a resource management system anchored entirely on sustainability boundaries and Te Tiriti o Waitangi partnerships.
ACT Strongly champions the rewriting of resource management laws to favor economic development, cutting compliance costs, and expanding property rights.
NZ First Proposes creating special economic zones (such as at Marsden Point) that are completely exempt from standard planning regulations and the RMA to rapidly boost domestic energy generation.
Te Pāti Māori Opposes current fast-track consenting systems. Demands that resource management laws grant veto power to local iwi to protect ancestral lands, rivers, and coastal regions from exploitation.
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