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: Compare parties' plans for crime prevention, policing, sentencing and rehabilitation.

New Zealand’s general election is scheduled for Saturday 7 November 2026. The main parties differ over a central question: should reducing crime rely primarily on stronger enforcement and tougher penalties, or should more emphasis be placed on preventing offending and helping people stop reoffending? Most parties address public safety, but they differ in how they balance these approaches.

This comparison focuses on the national policies of National, Labour, ACT, New Zealand First, the Green Party, and Te Pāti Māori. It distinguishes published 2026 commitments from broader party positions where a detailed new commitment is not yet clear.

  1. Side-by-side comparison
Party Crime prevention Policing and enforcement Sentencing Rehabilitation
National Focus on youth offending, gangs, methamphetamine and community safety. Increased police patrols, gang-related enforcement powers and a proposed dedicated police team for Auckland public transport. Three Strikes, limits on sentence discounts, tougher treatment of repeat offending and removal of good-character discounts for sexual offending. Emphasis on accountability, victims and consequences; the 2026 policy announcements reviewed provide less detail on rehabilitation.
ACT Target repeat offending, rural crime, family violence and behaviour that may escalate into serious crime. Proposes 100,000 additional rural patrol hours annually and expanded powers for trained, licensed security professionals. Three strikes for repeat burglary, tougher consequences and deportation eligibility for certain serious offending by resident-visa holders. Emphasises deterrence, public protection and victims' rights rather than making rehabilitation the central focus.
New Zealand First Youth Justice Demerit Points System, community policing and targeted responses to gang activity. Its published law-and-order programme commits to more frontline police, more Youth Aid officers and support for community wardens. Supports more mandatory minimum sentences, tougher penalties for violent and sexual offending, and fewer sentencing concessions for dangerous offenders. Supports some practical pathways, such as driver-licence qualifications for prisoners, alongside a more punitive approach to serious crime.
Labour Its established approach has included addressing the causes of crime, youth support, social investment and alternatives to prison for some non-violent offending. Its historical approach has included community safety and targeted responses to offending. The current 2026 policy page reviewed does not set out a comparably detailed new policing package. Historically more open to alternatives to imprisonment for non-violent offenders and a different balance between punishment and rehabilitation. Has previously supported rehabilitation, mental-health-related justice responses and reducing Māori overrepresentation in prison. Specific new 2026 commitments need to be checked individually.
Green Party Prevent crime by addressing its underlying causes and supporting young people, whānau and communities. Emphasises fair and equitable justice, community safety and health-based responses to drug harm. Opposes the current government's direction towards greater imprisonment and restrictions on judicial discretion; favours a more restorative approach. Explicitly prioritises prevention and rehabilitation, community-based alternatives and reform of drug laws.
Te Pāti Māori Invest in communities and address poverty, trauma and the social conditions associated with offending. Supports Māori-led justice institutions and community solutions rather than relying predominantly on conventional enforcement. Wants to move away from mass imprisonment, including repealing Three Strikes and reforming laws it considers to criminalize poverty and survival. Emphasises kaupapa Māori justice, restorative approaches, community-led solutions and reducing Māori overrepresentation in prison.

Important qualification: The table combines current 2026 campaign announcements with established party positions where new policy detail is limited. In particular, Labour's historical approach should not be mistaken for a complete 2026 manifesto, and New Zealand First's published justice programme contains proposals that may predate this campaign. The parties' official policy pages are linked in the sources above.

  1. What the differences mean in practice

Crime prevention

National, ACT and New Zealand First place considerable emphasis on enforcement, deterring offending and addressing identifiable crime problems such as gangs, repeat burglary and rural crime. Labour, the Greens and Te Pāti Māori put comparatively greater emphasis on early intervention, social conditions and community support. The Greens and Te Pāti Māori particularly foreground rehabilitation and community-led approaches.

Policing and public safety

The main distinction is between expanding enforcement powers and police presence, and putting greater weight on community-based prevention and fair treatment. ACT's 2026 proposals include more rural patrol hours and defined powers for licensed security professionals. National has announced a dedicated Auckland public-transport police team. New Zealand First's programme includes more frontline police and Youth Aid officers.

Sentencing and imprisonment

National, ACT and New Zealand First support stronger consequences for specified offences and repeat offenders. National's approach includes Three Strikes and limits on sentencing discounts; ACT has proposed three strikes for burglary; New Zealand First advocates additional mandatory minimum sentences. The Greens and Te Pāti Māori oppose the move towards more imprisonment and favour greater judicial flexibility and alternatives to prison. Labour's historical position has generally placed more emphasis on rehabilitation and alternatives for some non-violent offending.

Rehabilitation and reoffending

The Greens and Te Pāti Māori most explicitly centre rehabilitation and community-led alternatives in their published justice approaches. Labour has a history of supporting rehabilitation and health-based responses. National, ACT and New Zealand First place greater emphasis on accountability and deterrence, although that does not mean they oppose every rehabilitation programme. A key question is how much funding and practical support each party would provide to help offenders return to the community without committing further crimes.

  1. Issues worth examining more closely
    Youth crime:
    The parties' differences are particularly visible in how they propose to respond to young offenders.
  • National: Emphasises consequences and targeted interventions for serious youth offending, including its existing youth-offender boot camp approach.
  • ACT: Focuses on deterrence, preventing repeat offending and consequences for persistent offenders.
  • New Zealand First: Proposes a Youth Justice Demerit Points System and doubling Youth Aid officers in its published programme.
  • Labour: Its historical approach has emphasised early intervention, support and addressing the circumstances that contribute to offending.
  • Greens and Te Pāti Māori: Put more emphasis on supporting young people, whānau and communities, alongside restorative and culturally grounded approaches.

Sources: - National—2026 election policies - Restoring law and order - Labour—2026 election policies - ACT—five new crime policies, July 2026 - New Zealand First—law and order, justice, courts and corrections - Green Party—2026 manifesto - Te Pāti Māori—justice policy - Policy.nz—2026 party policy comparison

Bottom line: The main choice is not simply between being tough on crime and being soft on crime. It is about how parties balance immediate public protection, consequences for offenders, prevention of future offending, rehabilitation and fairness in the justice system. Comparing the specific commitments, funding and evidence behind each approach will give you a more meaningful picture than campaign slogans alone.

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For the 2026 New Zealand general election: Compare parties' plans for crime prevention, policing, sentencing and rehabilitation.

For the 2026 New Zealand general election, political parties offer distinct philosophical approaches to law and order, split largely between right-of-centre and left-of-centre/Māori-led blocs. These approaches contrast punitive measures, law enforcement, and deterrence with strategies focused on social root causes, community-led prevention, and rehabilitation.


1. Crime Prevention

  • Centre-Right (National, ACT, NZ First): Focuses heavily on deterrence, public safety, and targeting organized crime networks. Strategies include cracking down on retail and youth crime, targeting gang activity (such as enforcing gang patch bans and dispersal powers), and restoring "law and order" baselines.
  • Centre-Left & Left (Labour, Green Party, Te Pāti Māori): Emphasizes addressing the socioeconomic drivers of crime, such as poverty, unstable housing, mental health struggles, and inequality. The Greens and Te Pāti Māori strongly advocate for investment in community-led prevention, specialist social services, and eliminating structural barriers to lower crime rates over the long term.

2. Policing

  • Centre-Right (National, ACT, NZ First): Generally supports bolstering frontline police resources, maintaining visibility, and backing police responsiveness to public and retail disorder. NZ First and National emphasize backing frontline personnel and expanding operational powers to manage antisocial behavior and community crime.
  • Centre-Left & Left (Labour, Green Party, Te Pāti Māori): Express greater concern over operational scope creep and maintaining trust in policing. The Green Party and Te Pāti Māori advocate for trauma-informed training, stronger independent oversight, and ensuring that police work closely with iwi and community harm-reduction organizations rather than relying solely on punitive enforcement.

3. Sentencing

  • Centre-Right (National, ACT, NZ First): Campaign on significantly tougher penalties, prioritizing victim safety over offender rights, restricting early or parole-based leniency, and introducing stricter mandatory minimum sentences for repeat offenses (such as repeat burglaries or serious violent crimes).
  • Centre-Left & Left (Labour, Green Party, Te Pāti Māori): Oppose rigid, blanket mandatory sentencing, arguing it exacerbates prison overcrowding without improving public safety. They favor judicial discretion, evidence-led sentencing guidelines, and restorative justice pathways that address individual circumstances—particularly for young and first-time offenders.

4. Rehabilitation and Corrections

  • Centre-Right (National, ACT, NZ First): Prioritizes public protection, accountability, and the consequences of criminal actions. While acknowledging the need to reduce reoffending, their emphasis remains heavily weighted toward secure detention, stricter parole conditions, and ensuring sentences reflect the severity of the crime.
  • Centre-Left & Left (Labour, Green Party, Te Pāti Māori): Strongly advocate for rehabilitative models inside and outside of prisons, targeting substance addiction, mental healthcare, and literacy/skills training. The Green Party and Te Pāti Māori emphasize culturally appropriate, whānau-centred healing frameworks and justice reform aimed at reducing the disproportionate incarceration rates of Māori.

Would you like to explore the specific policy platforms of a particular political party regarding justice or another election issue?

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For the 2026 New Zealand general election: Compare parties' plans for crime prevention, policing, sentencing and rehabilitation.

For the 2026 New Zealand general election, political parties diverge significantly on law and order, reflecting contrasting philosophies on how to handle public safety, repeat offending, and the drivers of crime.

The major party platforms and perspectives on crime prevention, policing, sentencing, and rehabilitation are outlined below based on their stated policy positions and legislative records:

National Party

  • Crime Prevention & Policing: National emphasizes visible deterrence and enforcement. According to documented policy and their record in government, they have focused on expanding police powers against gangs (including patch bans and dispersal orders) and cracking down on specific offenses like ram raids. In the 2026 campaign trail, National proposed reforms targeting child protection, such as creating legal penalties for individuals withholding information from police when present during the death of a child aged 12 and under.

  • Sentencing: National favors a stricter sentencing regime. They have restored the "Three Strikes" law for repeat violent offenders, limited cultural report sentence discounts in certain contexts, and introduced tougher penalties for attacks on first responders and specific violent acts.

  • Rehabilitation: While maintaining a primary focus on accountability and public safety, their stated approach places higher emphasis on front-end deterrence and court efficiency rather than broad decarceration targets. [New Zealand Law Society]

New Zealand First

  • Crime Prevention & Policing: New Zealand First places a heavy emphasis on cracking down on gangs, supporting policies to designate certain gangs as terrorist organizations, and strengthening legislation to seize criminal assets. [New Zealand Law Society]

  • Sentencing: They advocate a victim- and community-first approach under the Sentencing Act. Their platform includes pushing for mandatory minimum sentences for serious crimes, cumulative sentencing, a "degrees of murder" framework, and removing community sentence discounts (such as cultural reports) for violent offenders. [New Zealand Law Society]

  • Rehabilitation & Youth: For youth offending, New Zealand First supports early intervention structures like a Youth Justice Demerits system and secure training orders, alongside specialized or segregated management for hardened gang offenders. [New Zealand Law Society]

ACT Party

  • Crime Prevention & Policing: ACT generally aligns with a tough-on-crime framework regarding violent and property offenses, advocating for increased operational support for frontline policing and stricter enforcement against repeat offenders.

  • Sentencing & Accountability: ACT supports robust accountability measures and proportionality in sentencing, emphasizing that public safety and the protection of private property and small businesses take precedence.

  • Rehabilitation: Their philosophy typically leans toward personal responsibility, supporting structured rehabilitation that is tied directly to offender accountability and work requirements within correctional facilities.

Labour Party

  • Crime Prevention & Policing: Labour’s approach generally balances targeted enforcement with early social intervention and crime prevention. Past and current policy emphases include funding community-led youth diversion programmes and addressing upstream drivers of social harm, such as youth engagement and community support structures.

  • Sentencing & Rehabilitation: Labour has historically favored evidence-led rehabilitation models designed to reduce reoffending over purely punitive escalations, arguing that long-term safety is best achieved by addressing the root causes of crime and lowering recidivism rates through targeted support inside and outside the corrections system.

Green Party

  • Crime Prevention & Policing: The Green Party focuses extensively on systemic and socioeconomic drivers of crime, such as poverty, housing insecurity, and mental health. They advocate for shifting resources away from punitive policing models and prisons toward community-led safety and social health initiatives.

  • Sentencing & Rehabilitation: The Greens oppose policies like the Three Strikes law and mandatory minimum sentencing, contending that these measures increase incarceration rates without enhancing community safety. Their justice framework prioritizes restorative justice, addressing Māori overrepresentation in the justice system, and "healing rather than punishment".

Te Pāti Māori

  • Crime Prevention & Policing: Te Pāti Māori advocates for a fundamental overhaul of the justice system, proposing a distinct Māori-led justice system rooted in tikanga. They argue that conventional policing and state interventions frequently disproportionately impact Māori communities.

  • Sentencing & Rehabilitation: Te Pāti Māori campaigns for the complete repeal of punitive laws such as Three Strikes, with a long-term vision of making traditional prisons redundant. Their platform centres on transformative and restorative justice models that prioritize whānau-centered healing and addressing systemic inequities over incarceration.

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