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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

Show all 174

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

    174rows

    Download questions (CSV)

  • 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

    793rows

    Download answers (CSV)

  • 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

    4,137rows

    Download sources by answer (CSV)

  • 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

    15rows

    Download checks against official sources (CSV)

  • 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

    31rows

    Download who to vote for: coding (CSV)

  • 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

    124rows

    Download location and national answers (CSV)

  • 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

    793rows

    Download changes between editions (CSV)

  • 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

    27rows

    Download no ai overview produced (CSV)

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 run a farm and live well outside a main centre. We are weighing operating costs, environmental obligations and access to local services. I am considering my vote in the 2026 New Zealand general election. How do parties differ on agricultural emissions and support for farms adapting to climate change?

New Zealand 2026 election: farming emissions and climate resilience

For a farm well outside a main centre, this debate is about more than climate targets. It affects your future compliance costs, the technology you may be expected to adopt, your exposure to droughts and floods, and whether rural communities have the infrastructure and services to recover from severe weather.

The 2026 election is on Saturday 7 November. The main policy divide is between parties favouring technology, incentives and fewer direct costs on farmers, and parties seeking stronger emissions-reduction obligations alongside more public investment in environmental protection and climate resilience. Policies for Party vote - NZ Election 2026Compare NZ Political Parties Side by Side2026 General Election Climate Scorecard

One important starting point: New Zealand's current government has abandoned plans to introduce an on-farm agricultural emissions pricing system by 2030. Its replacement approach emphasises technology, research, industry incentives and voluntary or market-led uptake. That is the policy position you would be voting to continue or change. New Zealand's second emissions reduction plan 2026–30: January 2026 amendment addendumSector policies and plans

1. How the parties differ on agricultural emissions

The following comparison separates established government policy from party proposals and areas where the 2026 position remains unclear.

Party Approach to farm emissions What it could mean for farm operating costs
National Keep agriculture outside a dedicated on-farm emissions pricing scheme; promote technology and industry-led incentives. Avoids a new direct emissions charge under the current approach, while leaving potential investment and adoption costs for new technology. New Zealand's second emissions reduction plan 2026–30: January 2026 amendment addendum2026 Election Policy
ACT Opposes agricultural emissions charges and favours a less interventionist approach to climate policy, with targets more closely linked to trading partners. Emphasises limiting direct compliance costs and regulatory obligations. Compare NZ Political Parties Side by SideNZ Party Policies 2026 Compared
New Zealand First Opposes emissions pricing unless trading partners adopt it; has supported farm-level emissions reporting and incentives for mitigation technology. Favours reporting and incentives over an immediate emissions price, although reporting still entails some administration. Its latest commitments should be checked against its 2026 manifesto. 2023 Election PoliciesElection 2023: How do we tackle climate change? National, Labour, Act, Greens, Te Pāti Māori and NZ First policies compared
Labour Its traditional policy has supported pricing agricultural emissions, but its 2026 position is less settled. Recent election analysis says the party has moved away from committing to agricultural pricing and is reviewing its approach. Future exposure to a farm-level charge is less certain than under a clearly stated pricing proposal. Check the final policy before assuming pricing will return. Election 2026: Political polarisation on energy and climate, except solarNZ Party Policies 2026 Compared
Green Party Supports stronger emissions reduction and making polluters pay. Its policy direction favours stronger obligations on agriculture alongside a transition towards more sustainable farming. More potential pressure to change farming practices or account for emissions, alongside environmental and transition measures. Manifesto 2026Compare NZ Political Parties Side by Side
Te Pāti Māori Supports stronger climate action and regenerative farming, and opposes exempting agriculture from meaningful emissions obligations. The transition could entail changes to farm inputs and production practices, with support for Māori landowners and communities being particularly relevant. Compare NZ Political Parties Side by SideElection 2023: How do we tackle climate change? National, Labour, Act, Greens, Te Pāti Māori and NZ First policies compared

A key distinction: emissions reporting, emissions pricing and actual emissions-reduction requirements are three different things. A party can support measuring emissions without imposing a charge, or offer technology incentives while leaving farmers without a direct financial penalty for emissions.

The Ministry for the Environment says agriculture accounts for about half of New Zealand's total greenhouse gas emissions. The government's current alternative to pricing relies heavily on getting mitigation technologies developed and adopted quickly enough to reduce those emissions. Sector policies and plansNew Zealand's second emissions reduction plan 2026–30: January 2026 amendment addendum

2. Support for farms adapting to climate change

Adaptation is different from emissions reduction. It means preparing for the effects that are already occurring or expected, such as drought, flooding, erosion, changing rainfall and pressure on water supplies.

National, ACT and New Zealand First

Their broad policy approach puts emphasis on productive farming, limiting regulatory burdens and supporting practical or technology-led solutions. National's current programme includes agricultural mitigation research and commercialisation. New Zealand First has previously backed incentives for low-methane technologies. New Zealand's second emissions reduction plan 2026–30: January 2026 amendment addendum2023 Election PoliciesCompare NZ Political Parties Side by Side

What to investigate: whether their 2026 commitments include direct grants, affordable finance or technical assistance for drought preparedness, farm water systems and flood recovery, rather than primarily emissions technology.

Labour

Labour's previous climate programme supported continuing work on national climate resilience and adaptation planning. Its 2026 policy platform needs to be checked for specific new commitments to rural infrastructure, flood protection, water security and farm adaptation funding. Election 2023: How do we tackle climate change? National, Labour, Act, Greens, Te Pāti Māori and NZ First policies comparedLabour's 2026 Election Policies

What to investigate: funding arrangements for councils and rural infrastructure, and whether assistance reaches isolated farms and small communities.

Green Party

The Greens' 2026 manifesto explicitly identifies resilience and adaptation as a policy area, citing increasingly severe storms, flooding and drought. It also promotes sustainable food production, healthy waterways and ecological restoration. Manifesto 2026Manifesto 2026

What to investigate: how much proposed support would go towards practical on-farm adaptation, and what conditions would apply to farmers receiving it.

Te Pāti Māori

Its policy direction emphasises Māori land, regenerative farming, environmental stewardship and community-led climate adaptation. Earlier proposals included funding for Māori farmers transitioning to regenerative and value-added production, as well as adaptation planning with whānau, hapū and iwi. Election 2023: How do we tackle climate change? National, Labour, Act, Greens, Te Pāti Māori and NZ First policies comparedCompare NZ Political Parties Side by Side

What to investigate: which funds are available to Māori landowners specifically, and which adaptation measures would be accessible to other rural farms.

These are differences in policy direction, not a guarantee that any party will provide a particular grant or that a farm will qualify. In particular, historical proposals should not be mistaken for confirmed 2026 funding commitments.

3. What matters most for a remote farm?

When comparing manifestos, I'd separate the practical issues into four areas.

Cash flow and compliance

Would you face an emissions charge, mandatory reporting, new freshwater obligations or costly changes to farm plans? If a party proposes a charge, check the start date, thresholds, exemptions and how revenue would be returned to farmers.

Drought, flood and water security

Look for funding for on-farm water storage, irrigation efficiency, soil conservation, erosion control, flood protection and resilient rural roads. These are concrete adaptation measures, not simply emissions-reduction research.

Practical help to change farming methods

Compare grants, low-interest loans, extension services, research partnerships and access to lower-emissions fertilisers, feed or animal genetics. Also check whether the proposed technologies are commercially available now or still under development.

Rural services and recovery

Consider commitments on rural health care, emergency response, telecommunications, power reliability, bridge and road repairs, and local council funding. These can determine how quickly your farm and family recover after an extreme weather event, even if they sit outside a party's climate policy.

4. Questions worth asking before you vote

These questions can help you distinguish broad campaign promises from commitments that could make a measurable difference to your farm.

  • What will I actually pay? Ask whether the policy creates a new levy, reporting obligation, input cost or capital investment.
  • Who pays for adaptation? Is the support a grant, a loan, an insurance arrangement or simply advice? How much funding is committed, and who qualifies?
  • What happens after a disaster? Are there clear arrangements for farm recovery, damaged rural roads, water infrastructure and isolated communities?
  • How stable is the policy? Would it survive a change of government, or does it depend on future regulations, industry agreements or technology that has not yet reached the market?
  • What happens to market access? Ask how the policy addresses overseas customer requirements, agricultural export competitiveness and the risk of production shifting to countries with higher emissions.

For independent comparisons, these are useful starting points:

5. One final distinction for your decision

A party's position on emissions pricing does not, by itself, tell you how well it will support your farm through drought, flooding or rural service disruption. Equally, a party promising climate adaptation funding may still propose environmental rules or emissions costs that affect your business.

It is worth assessing those two questions separately: how much policy-driven cost and compliance risk you face, and how much practical help you could receive to prepare for climate impacts.

To make the comparison more specific to your circumstances, what type of farm do you operate?

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

We run a farm and live well outside a main centre. We are weighing operating costs, environmental obligations and access to local services. I am considering my vote in the 2026 New Zealand general election. How do parties differ on agricultural emissions and support for farms adapting to climate change?

Ahead of the 2026 New Zealand General Election, the debate over agricultural emissions and rural adaptation highlights a deep ideological divide. Political parties offer starkly different visions—ranging from market-led technological transition and regulatory relief to mandated pricing, rapid decarbonisation, and ecological farming reform.

The approaches of the primary political blocs center around specific core philosophies:

1. National, ACT, and New Zealand First (The Current Governing Parties)

  • Core Philosophy: "Tools first, then price" and economic pragmatism. They argue that penalising farmers prematurely hurts rural economies and risks carbon leakage (where production simply shifts to less efficient overseas competitors).
  • Agricultural Emissions: National strongly rejects economic models that force farm closures or rely on heavy taxation before mitigation tech is ready. Their approach prioritises research and development into low-emission feeds, methane inhibitors, and selective breeding. ACT goes further, advocating to completely keep agriculture out of carbon pricing structures and arguing that the Emissions Trading Scheme (ETS) burdens rural households. NZ First similarly frames its approach around regional resilience and infrastructure rather than punitive climate levies.
  • Adaptation & Local Support: Focus heavily on reducing regulatory and compliance burdens, simplifying consents for on-farm water storage and irrigation, funding local catchment groups, and supporting rural wellbeing networks (such as Rural Support Trusts and Farmstrong). NZ First has targeted regional infrastructure funding toward flood protection and water security.

2. Labour and The Green Party (The Centre-Left Bloc)

  • Core Philosophy: Climate action as economic and ecological necessity. They argue that New Zealand’s high-value export markets increasingly demand verifiable low-carbon credentials, meaning inaction carries long-term trade risks.
  • Agricultural Emissions: Both parties support bringing agricultural emissions into an appropriate pricing framework or robust measurement mechanism to ensure the sector pulls its weight toward national net-zero targets. The Greens emphasize systemic shifts—such as phasing down synthetic nitrogen fertiliser, banning imported Palm Kernel Expeller (PKE), and actively supporting a transition away from intensive monoculture toward regenerative agriculture.
  • Adaptation & Local Support: Historically championed substantial public investments in climate adaptation, ecosystem restoration, and catchment health (such as the former Climate Emergency Response Fund and Jobs for Nature programmes). Their adaptation strategies focus heavily on nature-based flood buffers, waterway restoration, and biodiversity.

3. Te Pāti Māori

  • Core Philosophy: Grounded firmly in kaitiakitanga (guardianship and environmental stewardship).
  • Agricultural Emissions: Advocates for an accelerated transition, including a strict timeline to phase out synthetic nitrogen fertiliser and immediate integration of agriculture into emissions frameworks.
  • Adaptation & Local Support: Focuses heavily on Crown-iwi adaptation planning, protecting whenua Māori from climate vulnerabilities, and establishing dedicated funds for indigenous-led environmental resilience.

Summary Comparison Table

Party Bloc Stance on Ag Emissions Pricing Primary Focus for Adaptation & Support
National / ACT / NZ First Oppose punitive pricing/taxes; push for technological solutions (inhibitors, R&D) and shield farmers from international disadvantage. Cutting red tape, funding on-farm water storage/irrigation, supporting local catchment groups and rural wellbeing.
Labour / Greens / Te Pāti Māori Favor accountability and pricing mechanisms tied to global climate targets; push for structural changes (e.g., reducing synthetic nitrogen). Public investment in ecosystem restoration, regenerative practices, nature-based flood buffers, and community adaptation planning.
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

We run a farm and live well outside a main centre. We are weighing operating costs, environmental obligations and access to local services. I am considering my vote in the 2026 New Zealand general election. How do parties differ on agricultural emissions and support for farms adapting to climate change?

For remote and rural farming operations in New Zealand , the political landscape ahead of the 2026 general election shows distinct divisions over how to handle agricultural greenhouse gas emissions, carbon farming, and the economic pressures of climate adaptation.

The current debate centers on moving away from previous joint industry-government frameworks like He Waka Eke Noa , with parties splitting sharply on whether and how to price methane and nitrous oxide, regulate land-use change (such as farm-to-forestry conversions), and support on-farm adaptation.

Here is how the major parties generally differ on these rural and environmental obligations:

  • National and ACT (The Coalition Government Approach)

  • Emissions Pricing: Oppose placing primary agricultural emissions directly into the Emissions Trading Scheme (ETS) or imposing new taxes on farmers. They emphasize production efficiency over blunt pricing mechanisms, arguing that extra levies harm the export-driven rural economy during a cost-of-living crisis.

  • Adaptation and Land Use: Focus on reducing regulatory red tape, supporting science-led productivity tools, and easing prescriptive freshwater or resource management rules rather than top-down mandates. They favor letting farmers adapt through operational innovation rather than carbon-credit penalties.

  • Labour Party

  • Emissions Pricing & ETS: Have shifted away from immediate broad-based agricultural pricing mechanisms, committing to no new specific farm taxes, but emphasize a measured review of the ETS.

  • Adaptation and Land Use: Focus heavily on rules to curb the wholesale conversion of productive farmland into carbon-sink pine forests. Their approach prioritizes protecting food-producing land from carbon farming distortions while managing environmental expectations through localized support and infrastructure resilience.

  • Green Party

  • Emissions Pricing & ETS: Strongly favor directly pricing agricultural emissions by including farming within the ETS framework. They advocate removing permanent forestry offsets from the main ETS mechanism to stop market distortions, arguing that polluters—including big agricultural emitters—must face direct economic signals to reduce absolute emissions.

  • Adaptation and Land Use: Support robust funding for a transition toward regenerative and lower-emissions farming practices, backed by strict environmental baselines for freshwater and biodiversity.

  • New Zealand First

  • Emissions Pricing: Strongly oppose pricing agricultural emissions or implementing carbon levies unless or until major international trading competitors do the same.

  • Adaptation and Land Use: Focus on protecting regional and rural economic security, opposing policies that disadvantage New Zealand exporters globally, and halting aggressive shifts of farmland into overseas-owned carbon forestry. [Greenpeace]

You can compare detailed regional and party-specific manifestos on the Policy.nz Environment Policies Overview or read sector-focused breakdowns via RNZ Politics.

Would you like to explore how these policies might specifically impact your specific type of farming operation (e.g., sheep/beef, dairy, or horticulture) or look closer at regional council versus central government compliance costs?

Ask anything

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

AI Overviews · No location

We run a farm and live well outside a main centre. We are weighing operating costs, environmental obligations and access to local services. I am considering my vote in the 2026 New Zealand general election. How do parties differ on agricultural emissions and support for farms adapting to climate change?

AI Overview

The political landscape for the 2026 New Zealand general election reveals a stark divide between the major political parties on agricultural emissions and climate adaptation support. For rural landowners balancing operating costs and environmental obligations, the choices range from a total absence of farm emission pricing to mandatory integration into the Emissions Trading Scheme (ETS).

The core policy differences between the main parties entering the 2026 election can be compared as follows:

Party Comparison: Agricultural Emissions & Climate Support

Political Party Position on Farm Emissions Pricing Approach to Technology & Adaptation Support Forestry Offsetting Policy
National No pricing by 2030. Abandoned previous 2030 pricing plans in the updated Emissions Reduction Plan (ERP2). Focuses on a "tools first" approach. Pledging $300m in water storage loans and lifted gene technology bans to allow biotech solutions (e.g., methane-inhibiting feed). Limits farm-to-forest conversions to protect productive farmland and local rural communities from carbon farming.
Labour No pricing. Dropped its multi-decade campaign for agricultural emissions pricing to align with farmer concerns and economic realities. Focuses on encouraging market-led and voluntary adoption of methane-busting technologies. Proposes an urgent review of the ETS to stabilize carbon pricing. Restricts full farm-to-forest conversions to prevent rampant pine planting from depressing carbon markets.
ACT Permanently excluded. Opposes any form of tax or pricing on agricultural emissions. Seeks to repeal the Zero Carbon Act and scrap the 2050 Net Zero target. Advocates for a "split-gas" approach to separate short-lived methane from long-lived CO2. Discourages converting productive farms into carbon forests , requiring forest owners to carry long-term risks.
Green Party Immediate pricing. Fully integrates agricultural emissions directly into the Emissions Trading Scheme (ETS). Targets agricultural diversification away from intensive, emissions-heavy farming. Supports a biodiversity credit scheme to financially reward farmers for voluntary land restoration. Removes forestry offsetting entirely from the ETS to make it a genuine cap-and-trade system.

Key Takeaways for Rural Voters

  • Operating Costs & Levies: If minimizing regulatory overhead and avoiding direct taxes on livestock emissions is your main driver, National, Labour, and ACT all pledge to keep your farm exempt from emissions pricing during the next parliamentary term. Conversely, the Greens would require you to begin paying for your climate footprint under the ETS framework.

  • Adapting to Climate Extremes: If you are looking for structural support to handle severe weather, National’s commitment to infrastructural funding (like water storage) contrasts with the Greens' focus on land-use change and environmental transition credits.

  • The "Pine Tree" Problem: If your local community or land values are heavily impacted by carbon forestry, National, Labour, and ACT all offer policies designed to curb the wholesale loss of productive sheep and beef country to permanent exotic pine plantations.

Would you like more specific details on how these parties plan to address rural infrastructure and local services like health and roads in your region, or more information on the biotech and gene editing rules?

Ask anything

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