Evidence · NZ Election 2026 · Edition 8

Every question and original answer

Read the 174 questions and 789 answers recorded on 2 November 2026, with the cited websites and tables behind the findings.

questions
174
answers saved
789
collected
2 November 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, text, collectionSetting, askedFrom, capturedOn, cellCompletedAt, parameters, scanId, textOrigin, timingOrigin

  • 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

  • Statements and sentiment assessments

    claims.csv

    Saved sentiment assessments of statements about parties, with answer references and quotations from the original answers where available.

    claimId, answerId, entityId, role, tone, claimText, quote, nativeQuoteVerified, origin, quoteStart, quoteEnd

  • 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.

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

  • Original party assessments

    all-native-party-associations.csv

    All original party assessments, including subject statements and passing comparisons.

    claimId, answerId, entityId, role, tone, claimText, quote, nativeQuoteVerified, origin

  • Assessments excluded from the sentiment bars

    unanchored-subject-assessments.csv

    Original assessments without an exact supporting passage, retained for inspection.

    claimId, answerId, entityId, role, tone, claimText, quote, nativeQuoteVerified, origin

  • Sources recorded with each answer

    sources.csv

    One row per answer, listing its cited websites, visible links and whether source information was available.

    answerId, capture, domains, urls, literalUrls, origin

  • 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

  • Answer review coverage

    report-evidence.csv

    One row per saved answer, with its recorded review coverage and evidence references.

    key, answerId, interpretation, text

  • 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, propositionFamily, reviewer, review_scope, fullAnswer, answerSha256, collectionSetting, additionalSources

  • 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, value, denominator, statement, summary, evidence, evidenceLinks

  • What the voting-guidance answers did

    behaviour-coding.csv

    One row per guidance answer, with the recorded behaviours and supporting passages.

    edition, result_id, draft_id, platform, boundary, conditional, shortlist, elicitation, unconditional, evidence, rationale, reviewer, reviewed_on, review_scope, question_id, region, full_answer, answerId, questionId, assistant, collectionSetting, explicit_choice_boundary, conditional_party_or_bloc_alignment, prioritised_shortlist, elicits_additional_user_information, unconditional_single_party_vote_instruction, calibration_note

  • What changed for each voter

    case-decisions.csv

    One row per voter situation, with the earlier and later readings.

    case, headline, previous_summary, current_summary, what_changed, what_stayed, previous_excerpts, current_excerpts, previous_answer_id, previous_full_answer, current_answer_id, current_full_answer, question_id, draft_id, reviewer, reviewed_on, review_scope, scope_limit, previous_party_ids, current_party_ids, party_set_changed

  • Answers compared across editions

    pairs.csv

    One row per comparison of the same question, AI assistant and location in Editions 7 and 8.

    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

  • Party counts by edition

    party-count-tables.csv

    One row per comparison, edition, assistant and party, with its answer count and total.

    edition, panel, assistant, entityId, named, eligible, sharePct

  • Party counts by topic

    issue-tables.csv

    One row per topic and edition, counting all saved answers in that edition.

    edition, panel, assistant, issue, entityId, named, eligible, sharePct

  • Location comparisons by edition

    regional-tables.csv

    One row per national-and-location comparison and edition.

    edition, panel, assistant, collectionSetting, entityId, named, eligible, sharePct

  • Websites cited across editions

    source-reach-tables.csv

    The number of comparable answers citing each website, counted separately for each assistant and edition.

    edition, panel, assistant, domain, answersCiting, eligible, sharePct, publisherType

  • Answer length by assistant

    platform-tables.csv

    One row per comparison, edition and assistant, with the recorded answer lengths.

    edition, panel, assistant, answers, anyParliamentaryNamed, allSixParliamentaryNamed, someParliamentaryOmitted, omissionSharePct, allSevenNamed, noTrackedPartyNamed, meanDisplayedPartyCount, partyCounts

  • Changes between repeated answers

    pair-metrics.csv

    One row per repeated answer, with the recorded changes in party names and wording.

    assistant, pairs, changedDisplayedPartySet, changedTrackedPartySet, changedSharePct, movements

  • Location comparison totals

    location-summary.csv

    Counts for the nationwide and local answers available on each date.

    edition, collectionSetting, pairs, changedDisplayedPartySet, sharePct

  • Location comparisons across editions

    location-pairs.csv

    The nationwide and local answer comparisons recorded on each date.

    edition, questionId, assistant, collectionSetting, nationalAnswerId, localAnswerId, nationalParties, localParties, addedLocally, absentLocally, changedDisplayedPartySet

  • Party-name context checks

    party-identity-decisions.csv

    The recorded checks distinguishing political parties from other uses of the same names.

    answerId, entityId, counted, rationale, excerpts, review_basis, reviewer, reviewed_on, full_answer, questionId, draftId, assistant, collectionSetting, reviewedOn, answer_sha256

  • Sentiment counts by party

    tone-tables.csv

    Statement assessments by party and assistant, retaining the original sentiment categories.

    edition, panel, assistant, entityId, subjectAssessments, strong_positive, positive, neutral, hedged_mixed, negative, strong_negative

  • 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.

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For the 2026 New Zealand general election: What would the parties change about electricity prices, fuel costs and the security of energy supply?

2026 New Zealand election: What the parties would change about energy

Policy comparison · 1 November 2026 · New Zealand

Energy is a significant issue in the 2026 election, particularly because of rising electricity costs, concerns about fuel supply and the risk of power shortages during dry winters.

The central difference is how the parties want to make energy cheaper and more secure:

  • National and ACT: Encourage private investment, competition and more energy production, including some fossil-fuel backup.
  • Labour: Help households generate cheaper electricity and strengthen consumer protections.
  • Greens: Put more investment and control into publicly owned renewable energy.
  • NZ First: Break up the big electricity companies, support domestic energy resources and reduce fuel taxes.
  • Te Pāti Māori and Opportunity: Emphasise community ownership and renewable energy investment.

There is broad agreement that New Zealand needs more electricity. The disagreement is over who should build it, who should pay and which energy sources should be used. The politics of power: Comparing energy policies ahead of Election 2026Power Prices for 2026

1. What each party proposes

Party Electricity prices Fuel costs Security of supply
National Encourage more competition and generation; low-interest loans for household solar and batteries. No major direct petrol-price reduction is central to its energy platform. Supports domestic gas development and an imported LNG terminal for backup electricity.
Labour $160 million SolarSaver programme, including subsidies of up to $3,000 for eligible households, finance and community batteries. Stronger action against excessive pricing. No major direct cut to petrol or diesel taxes in its main energy package. More household solar and renewables; opposes the proposed LNG terminal and wants to restore the ban on new oil and gas exploration.
Green Party Establish Kiwipower, a publicly owned renewable energy company. Zero-interest loans for household clean-energy upgrades. Reduce dependence on petrol and diesel through cleaner transport and electrification, rather than cutting fuel taxes. More renewable generation, batteries and public investment; opposes LNG and wants to end fossil-fuel extraction.
ACT Reduce regulatory barriers, encourage private investment and allow greater competition in electricity connections and solar exports. No major direct petrol-price reduction is central to its electricity policy. Keep the existing electricity company structure, encourage more generation and retain gas as an option for reliable backup.
NZ First Break up the major electricity generator-retailers (gentailers) to increase competition. Remove the ETS component of petrol and diesel costs. Also proposes increasing fuel-related household tax credits. Encourage domestic oil and gas exploration, develop energy resources and pursue its Marsden Point special economic zone proposal.
Te Pāti Māori A $1 billion Energy Sovereignty Fund to support Māori and community ownership of renewable energy. Emphasises energy independence and cleaner transport rather than a prominent immediate reduction in pump prices. Greater local and Māori ownership of energy production and renewable resources.
Opportunity Invest in renewable generation, with a proposed 30GW increase by 2050, and low-interest household electrification loans. Reduce reliance on fossil fuels through electrification; no major immediate petrol-tax cut is central to its platform. More renewable generation, investment in energy infrastructure and a $1 billion fund to help industry move away from coal and gas.

Sources: party policy comparisons by MinterEllisonRuddWatts and The Conversation, plus the Public Health Communication Centre's election survey. The politics of power: Comparing energy policies ahead of Election 2026Election policy tracker: what the parties are promisingElection 2026: Political polarisation on energy and climate, except solarPower Prices for 2026

2. The big debate: the LNG terminal

NZ plans to build LNG import facility for energy and economic growth

yahoo.com

One of the most important energy decisions in this election is whether New Zealand should build an imported liquefied natural gas (LNG) terminal.

The argument is about what happens when hydro lakes are low, wind generation is weak and electricity demand is high.

  • National: Supports the LNG terminal as insurance against electricity shortages.
  • Labour: Opposes it, arguing it is expensive and unnecessary.
  • Greens: Oppose it, favouring renewable generation and storage.
  • Opportunity: Also opposes it.
  • ACT and NZ First: Have raised concerns about rushing into a commitment before the election.

The proposed terminal could cost more than $1 billion to construct, with substantial ongoing operating costs. There is also disagreement about whether it would actually reduce electricity prices. The government’s controversial plan to build an LNG terminal in Taranaki, explainedElection 2026: Political polarisation on energy and climate, except solar

3. What would actually make petrol and diesel cheaper?

This is where the parties differ considerably.

NZ First has the clearest direct proposal: remove the Emissions Trading Scheme (ETS) cost from petrol and diesel.

It also proposes:

  • Making the temporary $50 weekly increase to the in-work tax credit permanent.
  • Increasing that support by another $70 a week.

These tax-credit measures help eligible working households manage fuel costs, but they are not reductions in the price displayed at the petrol station. Election policy tracker: what the parties are promising

Other parties generally focus on reducing dependence on imported oil over time, rather than immediately reducing petrol prices.

An important distinction: New Zealand's domestic natural gas is primarily used for electricity generation and industrial purposes. More domestic gas does not automatically mean cheaper petrol or diesel. Those prices are heavily influenced by international oil prices, exchange rates, refining and distribution costs.

4. Which parties offer the strongest energy security?

There are three different approaches:

  • Fossil-fuel backup: National and NZ First place greater emphasis on domestic gas and other conventional energy resources. National supports LNG imports.
  • Renewables and storage: Greens, Labour, Opportunity and Te Pāti Māori place greater emphasis on renewable generation, household solar, batteries and local energy ownership.
  • Private-sector competition: ACT and National believe reducing regulatory barriers and encouraging private investment will bring more electricity generation online.

The underlying problem is that New Zealand relies heavily on hydroelectricity. When rainfall is low, the country needs alternative sources of electricity. More wind and solar help, but storage and reliable backup are also important.

The government’s controversial plan to build an LNG terminal in Taranaki, explainedElection 2026: Political polarisation on energy and climate, except solarThe politics of power: Comparing energy policies ahead of Election 2026

5. Quick comparison: who offers what?

Your priority Party with the clearest proposal
Reducing petrol and diesel tax costs NZ First
Helping households install solar Labour
Public ownership of renewable electricity Greens
More private investment in electricity ACT
LNG and gas-backed electricity security National
Māori and community-owned energy Te Pāti Māori
Long-term renewable energy expansion Opportunity

These are matches to particular policy priorities, not guarantees of the lowest bills.

6. What should voters watch out for?

Three important considerations:

  1. Electricity bills: More generation does not automatically mean lower household bills. Transmission, distribution and retail costs also matter.
  2. Petrol prices: Removing ETS costs could reduce the price at the pump, but international oil prices can easily outweigh domestic tax changes.
  3. Energy security: A renewable system needs sufficient storage or backup to cope with prolonged periods of low rainfall, weak wind and high demand.

My overall assessment: The election presents a choice between greater reliance on private investment and gas-backed security, stronger public investment in renewable electricity, or a combination of market restructuring and domestic energy development.

For household budgets, NZ First has the most explicit petrol-tax proposal, Labour has a particularly concrete household solar assistance programme, and National has a broader plan covering generation, investment and backup supply.

For further independent comparisons, see:

One final qualification: these are election promises and proposals, not implemented changes. Their actual impact would depend on coalition agreements, legislation, funding and how quickly new energy infrastructure could be built.

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For the 2026 New Zealand general election: What would the parties change about electricity prices, fuel costs and the security of energy supply?

For the 2026 New Zealand general election, energy policy—particularly concerning soaring power bills, fuel costs, and grid reliability—has emerged as a major battleground. Different political parties offer contrasting approaches to managing electricity prices, fuel security, and long-term energy supply.


1. Electricity Prices and Household Costs

High household power bills and market competition are central themes across the political spectrum.

  • National (and the incumbent coalition approach): Focuses on boosting market efficiency, cutting red tape for small-scale generation, and encouraging consumer-level adoption. National has advanced "plug-in solar" frameworks and local council-backed finance mechanisms (such as the Home Energy Fund) to help homeowners finance solar, batteries, and heat pumps without massive upfront costs. They also support rules requiring large new power users (like AI data centres) to bring or build their own new firmed renewable generation so they don’t drive up domestic prices.
  • Labour: Proposes targeted interventions like the SolarSaver scheme, which offers government-backed, low-interest finance and targeted grants (including provisions for renters via plug-in solar and a community-battery fund) to reduce household reliance on the grid.
  • Green Party: Proposes aggressive financial support, including zero-interest loans for household solar and batteries, $3,000 subsidies for low-to-middle-income households, and a legal "right to solar" for renters.
  • New Zealand First: Advocates structural market reform by forcing the breakup of the major state-influenced "gentailers" (companies that both generate and retail electricity) to separate generation from retail, arguing this will inject genuine competition and lower prices.
  • ACT Party: Emphasizes market-led solutions over government subsidies. ACT favors cutting regulatory hurdles and reforming resource management laws rather than issuing public loans or grants, arguing that true energy abundance stems from removing barriers to private investment.

2. Fuel Costs and Transport Energy

Transport and liquid/gas fuel security are closely tied to the cost of living and industrial stability:

  • Fossil Fuel and EV Policies: Parties remain heavily polarized over the transition away from fossil fuels. Left-leaning parties (Greens, Labour) continue to push for accelerated electric vehicle (EV) uptake, public transport support (such as Labour's proposed fare caps), and disincentivizing fossil-fuel imports. Conversely, parties on the right (National, ACT, NZ First) have rolled back or opposed punitive fossil-fuel phase-out timelines to protect motorists and industries from immediate cost shocks.
  • Gas and Refining Supply: Industrial gas shortages and manufacturing costs have driven specific regional focus areas. For instance, New Zealand First has campaigned on establishing special economic zones (such as around Marsden Point) to secure fuel resilience and manufacturing capacity.

3. Security of Energy Supply (Dry-Year Risk and Grid Resilience)

New Zealand’s heavy reliance on hydro generation leaves it vulnerable to "dry years" (low rainfall periods), which historically cause electricity shortages and price spikes.

  • Public vs. Private Generation: The Green Party has proposed establishing Kiwipower—a state-backed public generation company intended to specifically address gaps in renewable "firming" generation and dry-year security that the market fails to clear.
  • Data Centre Controls: There is broad cross-party consensus that the rapid growth of power-hungry data centres (like AI server hubs) must be managed to protect grid security. Policies from the major blocks require these high-demand commercial entities to directly fund or construct new renewable energy sources alongside their operations rather than draining existing baseload supply.
  • Decentralized Resilience: Parties across the board increasingly view distributed energy resources—such as widespread household and community solar paired with battery storage—as a vital secondary layer to bolster national grid resilience during peak winter loads.
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For the 2026 New Zealand general election: What would the parties change about electricity prices, fuel costs and the security of energy supply?

Ahead of the 2026 New Zealand general election, rising electricity costs and energy security have emerged as prominent campaign issues following substantial power price increases. According to reporting by the NZ Herald and RNZ, the major political parties have outlined distinct proposals addressing electricity market structures, household bills, renewable generation, and security of supply:

  • National : Focuses on market affordability and cutting regulatory red tape. National proposes writing affordability as a core legal objective into the Electricity Authority's mandate, streamlining consenting processes to accelerate wind, solar, and hydro development, and launching a Home Energy Fund (offering long-term loans for rooftop solar and household energy investments). To protect grid stability and pricing, they would require new AI data centres to bring their own new, firmed power generation.

  • New Zealand First : Proposes structural intervention in the electricity market by breaking up the major "gentailers" (splitting generation from retail operations) to increase competition and prevent companies from controlling both power and pricing. They also propose replacing the current pricing system to prevent the withholding of supply, guaranteeing long-term fixed-price contracts for new-build generation, and mandating that household solar power can be sold back into the grid.

  • ACT : Focuses on deregulation and expanding private sector access. ACT proposes opening transmission infrastructure to private investment (allowing private builders to own and operate grid-connected transmission), changing solar installation regulations, and allowing consumers greater freedom to sell self-generated power, choose their buyers, and use alternative technologies like local batteries to bypass costly new line upgrades.

  • Labour : Emphasizes expanding decentralized renewable generation and job creation. Labour’s policy centers on widespread rooftop solar deployment—including plug-in options for renters—backed by community battery funds and kickstart financial assistance, which they position as a tool to lower household bills while boosting local employment for trade workers. On supply security and fossil fuels, Labour has advocated reinstating the offshore oil and gas exploration ban and opposing proposed LNG import terminals.

  • Green Party : Advocates for a rapid transition to abundant, affordable renewable energy, emphasizing public and community-led generation initiatives and large-scale electrification while opposing new fossil-fuel infrastructure projects.

  • Te Pāti Māori : Proposes establishing a $1 billion energy sovereignty fund, a national independent energy plan, and prioritizing a Māori energy workforce and rural energy self-sufficiency.

  • The Opportunity Party : Proposes consolidating the fragmented energy distribution and regulatory agencies (merging five regulators into one and reducing 29 distributors down to eight), ring-fencing government energy generation profits for renewable investments, and expanding household electrification loans via local councils.

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