Model SaidWhat the models said.

Best noise-cancelling headphones under $400

01ChatGPT
RecommendsWH-1000XM5Excellent noise cancellation, clear calls, and adjustable sound make these the strongest all-round pick.
02Claude
RecommendsWH-1000XM5Class-leading noise cancellation, excellent comfort, strong call quality and about 30 hours of battery life.

Same question.
Same pick.

Read the tapeThe tape

Top three

01ChatGPT

Knowledge date, as ChatGPT gave it: “June 2024”

  1. 1WH-1000XM5 · SonyExcellent noise cancellation, clear calls, and adjustable sound make these the strongest all-round pick.US list price was $399.99 before tax; current pricing and availability are unverified.
  2. 2QuietComfort Headphones · BoseStrong noise cancellation and exceptionally comfortable earcups make these ideal for long journeys.US list price was $349 before tax; current pricing and availability are unverified.
  3. 3MOMENTUM 4 Wireless · SennheiserExcellent sound and up to 60 hours of battery life outweigh slightly weaker noise cancellation.US list price was $379.95 before tax; current pricing and availability are unverified.
02Claude

Knowledge date, as Claude gave it: “Early 2025 (approximate; newer releases and current prices may differ)”

  1. 1WH-1000XM5 · SonyClass-leading noise cancellation, excellent comfort, strong call quality and about 30 hours of battery life.Launched at $399.99 but often discounted to roughly $300-350. The newer WH-1000XM6 (about $449) is above the $400 limit, so I'm not recommending it. Prices may have changed.
  2. 2QuietComfort Ultra Headphones · BoseSuperb noise cancellation and the most comfortable fit of the three, with immersive audio features.List price was $429, which is over $400, so it fits only when on sale (often about $349-379). Check the current price.
  3. 3QuietComfort Headphones (2023) · BoseNear-flagship noise cancellation and comfort at a lower price, with about 24 hours of battery life.List price was $349, often discounted to about $249-299. It has fewer premium features than the Ultra. I'm fairly but not fully certain of current pricing.

The tape

Exact text each model returned on 2 Oct 2026. Official APIs, same prompt, not paid placement.

The prompt · v1Show promptHide prompt
You are answering a consumer research question. Name your top 3 products, in order, with the exact product name and manufacturer. One short reason each. If you are unsure, say so. Do not invent a product that does not exist. Prices are a constraint where stated; if a constrained pick does not exist, say that and give the closest honest alternative. Date your knowledge. This is not a paid placement.

Reply with only a JSON object, no other text: {"knowledgeAsOf":"month and year your knowledge runs to","picks":[{"rank":1,"product":"exact product name","manufacturer":"brand","reason":"one short sentence","caveats":"price or availability doubts, or empty"}]} with ranks 1 to 3.

Question: Best noise-cancelling headphones under $400
ChatGPT · gpt-6.1-solShow raw answerHide raw answer
{
  "knowledgeAsOf": "June 2024",
  "picks": [
    {
      "rank": 1,
      "product": "WH-1000XM5",
      "manufacturer": "Sony",
      "reason": "Excellent noise cancellation, clear calls, and adjustable sound make these the strongest all-round pick.",
      "caveats": "US list price was $399.99 before tax; current pricing and availability are unverified."
    },
    {
      "rank": 2,
      "product": "QuietComfort Headphones",
      "manufacturer": "Bose",
      "reason": "Strong noise cancellation and exceptionally comfortable earcups make these ideal for long journeys.",
      "caveats": "US list price was $349 before tax; current pricing and availability are unverified."
    },
    {
      "rank": 3,
      "product": "MOMENTUM 4 Wireless",
      "manufacturer": "Sennheiser",
      "reason": "Excellent sound and up to 60 hours of battery life outweigh slightly weaker noise cancellation.",
      "caveats": "US list price was $379.95 before tax; current pricing and availability are unverified."
    }
  ]
}
Claude · claude-sonnet-5-5Show raw answerHide raw answer
{"knowledgeAsOf":"Early 2025 (approximate; newer releases and current prices may differ)","picks":[{"rank":1,"product":"WH-1000XM5","manufacturer":"Sony","reason":"Class-leading noise cancellation, excellent comfort, strong call quality and about 30 hours of battery life.","caveats":"Launched at $399.99 but often discounted to roughly $300-350. The newer WH-1000XM6 (about $449) is above the $400 limit, so I'm not recommending it. Prices may have changed."},{"rank":2,"product":"QuietComfort Ultra Headphones","manufacturer":"Bose","reason":"Superb noise cancellation and the most comfortable fit of the three, with immersive audio features.","caveats":"List price was $429, which is over $400, so it fits only when on sale (often about $349-379). Check the current price."},{"rank":3,"product":"QuietComfort Headphones (2023)","manufacturer":"Bose","reason":"Near-flagship noise cancellation and comfort at a lower price, with about 24 hours of battery life.","caveats":"List price was $349, often discounted to about $249-299. It has fewer premium features than the Ultra. I'm fairly but not fully certain of current pricing."}]}

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