Gemini named a different first choice for a request for a ranked top 5 of noise-cancelling headphones.
GeminiSep 17
Best noise-cancelling headphones for long-haul flights — give me a ranked top 5 with brand and model.…For this specific use case, the ranking prioritizes Active Noise Cancellation (ANC) for engine drone, long-term wearing comfort, battery life, and portability (how well they fit into a carry-on).…
GeminiSep 18
Best noise-cancelling headphones for long-haul flights — give me a ranked top 5 with brand and model.…Bose QuietComfort UltraThe Verdict: The absolute best for flying.Why it ranks #1: Bose has long been the king of aviation headsets, and the QC Ultras are their masterpiece. They offer arguably the best…
Why it’s minor
Which products a model recommends is read out of its answer by the least reliable part of our scorer, so compare the two answers before reading much into this.
The full answers
Each answer as the API returned it, with its Markdown rendered for reading. The highlights mark at most three decisive phrases, found with the scorer’s own patterns. Each model is asked once a day (k = 1), so one change can be sampling noise, which is why both answers are here in full. How scoring works.
Asked verbatim · Question 24
SEP 17beforePermalink
- Active Noise Cancellation
- Bose QuietComfort Ultra
- Sony WH-1000XM4
- Sony WH-1000XM5
- Sennheiser Momentum 4 Wireless
- Apple AirPods Max
Here is the ranked top 5 list of the best noise-cancelling headphones specifically for long-haul flights.
For this specific use case, the ranking prioritizes Active Noise Cancellation (ANC) for engine drone, long-term wearing comfort, battery life, and portability (how well they fit into a carry-on).
1. Bose QuietComfort Ultra
- •Why it ranks #1 for flights: Bose has long been the king of aviation audio, and the QC Ultra is their masterpiece. They offer arguably the best ANC on the market for silencing low-frequency airplane engine rumble. More importantly for long-haul flights, they feature a clamping force that is virtually fatigue-free, meaning you can wear them for a 14-hour flight without getting a headache. Unlike their closest Sony rival, they fold up compactly into a highly portable travel case.
- •Battery Life: Up to 24 hours
- •Wired option for in-flight entertainment: Yes (cable included)
2. Sony WH-1000XM4
- •Why it ranks #2 (above the newer XM5): While Sony’s newer XM5 is fantastic, the older XM4 remains the superior travel headphone. Why? Because the XM4 actually folds on hinges into a compact, hard-shell case that takes up significantly less room in a backpack. The ANC is still world-class, they are incredibly lightweight, and because they are a generation old, you can often find them at a significant discount.
- •Battery Life: Up to 30 hours
- •Wired option for in-flight entertainment: Yes (cable and airline adapter included)
3. Sony WH-1000XM5
- •Why it ranks #3: If we were ranking for everyday use, this might be #1. The ANC is slightly better than the XM4, and the microphone quality for calls is vastly superior. However, for air travel, it drops to #3 because of its design: the earcups only fold flat, they do not collapse. This means the carrying case is massive and takes up a frustrating amount of space in a personal item or carry-on bag. Still, the 30-hour battery and phenomenal sound make them a top-tier choice.
- •Battery Life: Up to 30 hours
- •Wired option for in-flight entertainment: Yes (cable included)
4. Sennheiser Momentum 4 Wireless
- •Why it ranks #4: The Momentum 4 makes this list for one massive reason: Battery life. They offer an astonishing 60 hours of playback with ANC turned on. You could fly from New York to Singapore, back to New York, and still have battery left over without ever plugging them in. While the ANC is just a hair less effective than Bose or Sony, the audiophile-grade sound quality makes up for it.
- •Battery Life: Up to 60 hours
- •Wired option for in-flight entertainment: Yes (cable and airline adapter included)
5. Apple AirPods Max
- •Why it ranks #5: If you are deep in the Apple ecosystem and plan to watch movies on an iPad or MacBook during your flight, the Spatial Audio and seamless switching are unbeatable. The ANC is top-tier, and the "Transparency Mode" is the best on the market for briefly talking to flight attendants. However, they rank 5th for travel because they are heavy (which can cause fatigue on flights over 8 hours), they have the shortest battery life on this list, their "Smart Case" offers zero protection in a crowded backpack, and you have to buy a proprietary $35 Lightning-to-3.5mm cable separately if you want to plug into the airplane's seatback screen.
- •Battery Life: Up to 20 hours
- •Wired option for in-flight entertainment: Yes (but requires buying an expensive, proprietary cable separately).
A quick tip for your flight: If you want to use your wireless headphones via Bluetooth with the seatback screen (instead of dealing with wires), pick up a Bluetooth airline adapter like the Twelve South AirFly. It plugs into the headphone jack on the plane and transmits the audio wirelessly to your headphones.
SEP 18afterPermalink
- Bose QuietComfort Ultra
- Sony WH-1000XM4
- Sony WH-1000XM5
- Sennheiser Momentum 4 Wireless
- Apple AirPods Max
When choosing headphones specifically for long-haul flights, the criteria are slightly different than everyday use. You need top-tier Active Noise Cancellation (ANC) to kill engine roar, supreme physical comfort for 10+ hours of wear, long battery life, and a travel-friendly design (preferably folding).
Here is the ranked top 5, optimized specifically for long-haul travel:
1. Bose QuietComfort Ultra
- •The Verdict: The absolute best for flying.
- •Why it ranks #1: Bose has long been the king of aviation headsets, and the QC Ultras are their masterpiece. They offer arguably the best ANC on the market for low-frequency engine drone. More importantly, they are incredibly lightweight with deep earcups, meaning you won't get "ear fatigue" on a 14-hour flight. Unlike some competitors, they fold up into a compact travel case to save space in your carry-on.
- •Battery: Up to 24 hours.
2. Sony WH-1000XM4
- •The Verdict: The ultimate practical travel companion.
- •Why it ranks #2 (and beats the newer XM5): While Sony makes a newer model (the XM5), frequent flyers overwhelmingly prefer the older XM4. Why? The XM4 folds on hinges. The newer XM5 does not, meaning its travel case is massive and takes up too much room in a personal item. The XM4 still features world-class ANC, a comfortable fit, and usually includes a classic 2-prong airplane adapter in the box for older in-flight entertainment systems.
- •Battery: Up to 30 hours.
3. Sony WH-1000XM5
- •The Verdict: The tech and ANC powerhouse.
- •Why it ranks #3: If you have plenty of room in your carry-on and don't care about a folding design, the XM5s are spectacular. The ANC is slightly better than the XM4, specifically at blocking out higher-pitched noises like crying babies or chatting passengers. The sound quality and microphone quality are also best-in-class. They only drop to #3 because the bulky, non-folding case is a nuisance for minimalist packing.
- •Battery: Up to 30 hours.
4. Sennheiser Momentum 4 Wireless
- •The Verdict: The battery life and sound quality champion.
- •Why it ranks #4: If you are flying from New York to Sydney and back, you might not even need to charge these. They boast an absurd 60-hour battery life with ANC turned on. They also offer the best pure, audiophile-grade sound quality on this list. The ANC is very good (though a hair behind Bose and Sony), and they are highly comfortable. Like the Sony XM5, they lay flat but do not fold.
- •Battery: Up to 60 hours.
5. Apple AirPods Max
- •The Verdict: The premium Apple ecosystem choice.
- •Why it ranks #5: The ANC is elite, and the "Transparency Mode" is the best in the world (perfect for ordering a drink from a flight attendant without taking your headphones off). However, they rank 5th for long-haul flights due to three distinct travel flaws: they are very heavy (which can cause top-of-head fatigue after 5+ hours), their "case" offers zero protection in a crowded backpack, and they do not include an audio cable. To plug them into the airplane's movie screen, you have to buy a specific $35 Apple Lightning-to-3.5mm cable.
- •Battery: Up to 20 hours.
✈️ Frequent Flyer Pro-Tip: Most modern headphones (including all of the above) come with an audio cable to plug into the plane's TV screen, except the AirPods Max. However, if you want to remain totally wireless on the plane, buy a Twelve South AirFly (approx. $35). It plugs into the airplane's headphone jack and transmits the audio via Bluetooth directly to your wireless headphones.
Exact recordShowHideEach response verbatim, unrendered, with line numbers and its sha256
Before baseline
2026-09-17 permalink
- Scored
- answered
- Received
- 2026-09-17 09:19:05 UTC
- Run
- 20260917T090022Z-136fc3
- Served by
- Google · HTTP 200 · finish stop
- Size
- 3,863 characters · 2,119 tokens out incl. hidden reasoning · 20.2 s
- Active Noise Cancellation
- Bose QuietComfort Ultra
- Sony WH-1000XM4
- Sony WH-1000XM5
- Sennheiser Momentum 4 Wireless
- Apple AirPods Max
Highlighted: the names the extractor took as picks, where they appear verbatim (6 of 6).
End of response · 32 lines · 3,863 characters · sha256 0963c37007b508bb20632080b41a9d0a8309764233749f8a8bd00108ca5cefdf
After this run
2026-09-18 permalink
- Scored
- answered
- Received
- 2026-09-18 09:21:38 UTC
- Run
- 20260918T090022Z-92b6f7
- Served by
- Google AI Studio · HTTP 200 · finish stop
- Size
- 3,618 characters · 2,092 tokens out incl. hidden reasoning · 31.2 s
- Bose QuietComfort Ultra
- Sony WH-1000XM4
- Sony WH-1000XM5
- Sennheiser Momentum 4 Wireless
- Apple AirPods Max
Highlighted: the names the extractor took as picks, where they appear verbatim (5 of 5).
End of response · 32 lines · 3,618 characters · sha256 2337788334429d36eff6e601515f93e04f30a0c52623aff70bf349e176911c97
Record detailsShowHideModel version, runs, baseline, triage, permalink, event ID
Every morning, what moved on the model you depend on, what it means for you, and what to check.
$9 a month. Cancel any time. The next one tomorrow morning.
Get the daily brief$99 once, for as long as modeldrift.watch runs. The first 100 buyers.
The record stays free. The brief is the reading of it.