How do AI models rank Carry-On Luggage?
The public record of what ChatGPT, Claude, Gemini, and Perplexity recommend. Ranked across 16 brands, dated at every close.
Model APIAway holds #1 on consensus, at 62.
- ChatGPT—
- ClaudeAway
- GeminiTravelpro
- PerplexityBriggs & Riley
| Consensus rankAPI + Search: measured on the official model API with web search enabled | ChatGPT#1 Away | Claude#1 Away | Gemini#1 Travelpro | Perplexity#1 Briggs & Riley |
|---|---|---|---|---|
1 AwayUp 9 from the last close 62 | Not named by ChatGPT | #1100Up 10 from the last close | #285Up 1 from the last close | #461Up 7 from the last close |
2 Briggs & RileyUp 3 from the last close 62 | Not named by ChatGPT | #285Up 9 from the last close | #461Down 1 from the last close | #1100Up 10 from the last close |
3 TravelproNo change from the last close 62 | Not named by ChatGPT | #461Up 7 from the last close | #1100Up 2 from the last close | #285Up 9 from the last close |
4 MonosNew entry at the last close 34 | Not named by ChatGPT | #738New entry at the last close | #372New entry at the last close | #927New entry at the last close |
5 RimowaNew entry at the last close 32 | Not named by ChatGPT | #372New entry at the last close | #1023New entry at the last close | #832New entry at the last close |
6 SamsoniteNew entry at the last close 32 | Not named by ChatGPT | #552New entry at the last close | #552New entry at the last close | #1023New entry at the last close |
7 OspreyNew entry at the last close 28 | Not named by ChatGPT | Not named by Claude | #738New entry at the last close | #372New entry at the last close |
8 BellroyNew entry at the last close 13 | Not named by ChatGPT | Not named by Claude | Not named by Gemini | #552New entry at the last close |
9 BéisNew entry at the last close 11 | Not named by ChatGPT | #644New entry at the last close | Not named by Gemini | Not named by Perplexity |
10 BeisNew entry at the last close 11 | Not named by ChatGPT | Not named by Claude | #644New entry at the last close | Not named by Perplexity |
11 Carl FriedrikNew entry at the last close 11 | Not named by ChatGPT | Not named by Claude | Not named by Gemini | #644New entry at the last close |
12 TumiNew entry at the last close 10 | Not named by ChatGPT | Not named by Claude | Not named by Gemini | #738New entry at the last close |
13 DelseyNew entry at the last close 8 | Not named by ChatGPT | Not named by Claude | #832New entry at the last close | Not named by Perplexity |
14 JulyNew entry at the last close 7 | Not named by ChatGPT | Not named by Claude | #927New entry at the last close | Not named by Perplexity |
15 VictorinoxNew entry at the last close 7 | Not named by ChatGPT | #927New entry at the last close | Not named by Gemini | Not named by Perplexity |
16 AerNew entry at the last close 6 | Not named by ChatGPT | #1023New entry at the last close | Not named by Gemini | Not named by Perplexity |
Understand the chart.
Full glossaryThe record so far.
Consensus rank · top 5| Brand | Jul 6, 2026 | Aug 10, 2026 |
|---|---|---|
| Away | #10 | #1 |
| Briggs & Riley | #5 | #2 |
| Travelpro | #3 | #3 |
| Monos | not ranked | #4 |
| Rimowa | not ranked | #5 |
The receipts.
Recorded 2026-08-10 · 4 model answersThe unedited answers this ranking is scored from. We record what each model said, word for word. Nothing summarized, nothing editorialized.
ChatGPT11 sources
ChatGPT · Recorded 2026-08-10
{"answer":"## My ranked recommendations\n\nI’d buy #1 for most people: it is genuinely the best balance of airline-friendly sizing, durability, practical packing, and price. I prioritized cases that stay at or near the common U.S. 22 × 14 × 9 in. including wheels and handles limit—not merely bags marketed as “carry-on”—because airlines can enforce that exact limit. \n\n1. Travelpro Platinum Elite Compact Carry-On Hardside Spinner — The best all-rounder: a true 22 × 14 × 9-inch, 7.8-pound polycarbonate spinner with excellent wheels, useful internal organization, TSA lock, and expansion when you are not constrained by a sizer. \n2. Travelpro Maxlite Air V2 Compact Carry-On — My value pick, because it meets the 22 × 14 × 9-inch target while weighing only about 6.1–6.4 pounds and still includes a polycarbonate shell, lock, expansion, and eight spinner wheels. \n3. Briggs & Riley Baseline Essential 22-inch Carry-On Spinner — Buy this if you travel constantly and accept the premium price and 10-pound weight, since its ballistic-nylon build, flat-packing Outsider handle, compression-expansion system, and unusually strong lifetime repair guarantee make it a long-term ownership choice. \n4. Samsonite Proxis Global Carry-On Spinner — The strongest choice for travelers who care most about low empty weight, as it is a remarkably light 4.7 pounds at 22 × 14 × 9 inches yet has a resilient Roxkin shell, dual spinner wheels, lock, and modest expansion. \n5. Monos Carry-On Pro — The best hard-shell option for business travelers, because its protected front compartment fits a 16-inch laptop and documents without forcing you to open the entire 22 × 14 × 9-inch suitcase. \n6. Away The Carry-On — A polished, easy-to-use mainstream pick with good compression and a relatively compact 21.7 × 14.4 × 9-inch form, but I rank it below Travelpro because its 14.4-inch width slightly exceeds strict 14-inch limits and its current coverage is less generous than the old simple lifetime-replacement reputation suggests. \n7. Monos Hybrid Carry-On — Choose this if you prefer a zipperless, aluminum-frame hard case and mostly take short trips, since its latches and compact non-expandable design discourage overpacking and have tested well for international-style cabin use. \n8. Quince Expandable Carry-On Hard Shell Suitcase — The budget hard-shell recommendation: it offers a polycarbonate shell, compression panels, laundry bag, expansion, and limited lifetime warranty without the luxury-brand price, though I would not expect the same wheel and handle refinement as the top five. \n9. RIMOWA Original Cabin — It is a superbly made, iconic aluminum luxury case for someone who values design and is comfortable with dents and a very high price, but its 21.7 × 15.8 × 9.1-inch dimensions make it a poor universal recommendation for strict carriers. \n\nTwo buying rules: avoid “Bigger Carry-On” versions if you want the lowest chance of gate-checking—for example, Away’s Bigger Carry-On measures 22.7 × 15.4 × 9.6 inches—and do not expand any expandable suitcase before boarding when the airline is enforcing its sizer. \n\nBottom line: get the **Travelpro Platinum
Clauderaw answer
Claude · Recorded 2026-08-10
Based on a synthesis of expert and editorial testing (Forbes Vetted, OutdoorGearLab, NBC Select, Afar, AAA, and others), here are the carry-on suitcases that consistently rise to the top of "best carry-on" roundups, ranked from strongest to more niche picks:
1. Away The Bigger Carry-On – The most frequently named "best overall" pick thanks to its durable polycarbonate shell, generous packing space, and smart organizational features like built-in compression.
2. Briggs & Riley Baseline Essential Carry-On – A perennial favorite among frequent flyers for its outstanding softside durability and legendary lifetime repair guarantee.
3. Rimowa Original Cabin / Essential Cabin – The go-to splurge pick for its ultra-durable aluminum (or polycarbonate) construction and iconic, long-lasting build quality.
4. Travelpro Platinum Elite – A long-running favorite of gear testers for its reliably sturdy build and excellent handling, tested and re-tested over a decade with consistent quality.
5. Samsonite Freeform Spinner – The top budget pick, delivering solid hardside performance and essential features for well under $150.
6. Béis Carry-On Roller – Praised for huge expandable capacity (up to 61 liters), a cushioned handle, and smooth-rolling wheels, making it great for overpackers.
7. Monos Carry-On Pro – A stylish, lightweight spinner favored for business travel, with a laptop-friendly exterior pocket and eco-conscious materials.
8. Samsonite Proxis Global Carry-On Spinner – A newer addition to top lists, offering reliable global sizing and Samsonite's dependable build quality.
9. Victorinox Werks 6.0 Softside Carry-On – The "best splurge" softside option, valued for premium materials and flexible packing.
10. Aer Carry-On – Notable as a rolling hard-shell option with built-in wheel brakes, appreciated for simplicity, reliability, and no-frills functional design.
My genuine take: if you want the single safest, most broadly loved choice, go with the Away Bigger Carry-On — it balances price, durability, and capacity better than almost anything else on this list. If you're a frequent flyer who wants something built to last decades, Briggs & Riley or Rimowa are worth the higher price tag. If budget is the priority, the Samsonite Freeform is the smart, no-regrets pick.
Geminiraw answer
Gemini · Recorded 2026-08-10
Here are the top carry-on luggage options I recommend for travelers, ranked from strongest to weakest: 1. Travelpro Platinum Elite Expandable Spinner: Exceptional durability, smooth maneuverability, and a lifetime warranty make it the top choice for frequent flyers. 2. Away The Bigger Carry-On: Offers a perfect balance of sleek design, thoughtful interior compression, and a durable polycarbonate shell at a mid-tier price. 3. Monos Carry-On Pro: Features a highly convenient built-in front pocket for laptops and a minimalist aesthetic that rivals premium brands. 4. Briggs & Riley Baseline Global Carry-On Expandable Spinner: The ultimate premium choice with unparalleled CX expansion technology and an unconditional lifetime guarantee. 5. Samsonite Freeform Hardside Expandable: A highly reliable and lightweight option that offers fantastic value for budget-conscious travelers. 6. Beis The Carry-On Roller: Highly recommended for overpackers due to its spacious design, weight-limit indicator handle, and trendy aesthetic. 7. Osprey Farpoint 40 Travel Backpack: The best soft-sided carry-on for versatile, hands-free travel and adventure seekers. 8. Delsey Paris Chatelet Hardside: Combines a timeless, vintage-inspired look with modern spinner wheel performance for style-focused travelers. 9. July Carry On: Stands out with its robust corner bumpers and a highly effective multi-stop telescopic handle. 10. Rimowa Essential Cabin: The go-to luxury pick that offers iconic grooved styling and ultra-smooth mobility, albeit at a steep premium.
Perplexity9 sources
Perplexity · Recorded 2026-08-10
1. Briggs & Riley carry-on — The strongest overall recommendation because AI consensus sources consistently praise its unconditional lifetime warranty, exceptional durability, and practical compression design for frequent travelers.[8] 2. Travelpro carry-on — A top pick for real-world travel because it is repeatedly framed as the frequent-flyer standard and a reliable choice for people who fly often.[8] 3. Osprey travel backpack / carry-on bag — Best for travelers who want hands-free mobility, since AI consensus sources highlight Osprey as the standout for backpack-style carry-on travel.[8] 4. Away The Bigger Carry-On — A strong mainstream choice because editor-tested recommendations cite its generous capacity, good organization, and built-in compression for about a week of packing.[7] 5. Bellroy Lite Carry-On — A compelling option for travelers who prioritize low weight, with testing content identifying it as a top lightweight carry-on pick.[10] 6. Carl Friedrik The Carry-On — Worth considering if you want a more premium case with a lock closure, which editors single out as a specific strength.[7] 7. Tumi carry-on — A polished premium option for travelers who value professional organization and a more business-travel-oriented design.[8] 8. Rimowa carry-on — A luxury-leaning choice recommended for travelers who care about brand prestige and premium build quality.[8] 9. Monos carry-on — A good modern alternative that appears in AI consensus lists as a well-regarded all-around premium suitcase.[8] 10. Samsonite carry-on — A practical, widely available backup recommendation that is commonly treated as a dependable mainstream option in carry-on rankings.[5][8]
How this ranking is measured1,780 queries · 4 models · updated aug 10, 2026Live data
This is the public record for Carry-On Luggage: the same questions, every model, every close. We ask each model the real questions buyers ask in this category and record which brands it recommends and in what order. A brand recommended at position i scores 100 × 0.85^(i−1) for that model (#1 = 100, #2 = 85, #3 = 72, …); unmentioned brands score 0.
Each model is ranked independently, so the columns disagree when the models disagree. The consensus score is the mean across the 4 models recorded at this close, and movement compares against the previous close.
We report what the models say. We don’t editorialize, and brands can’t pay to change their position.
This ranking is live: the numbers come from recorded model answers captured through the official model APIs, scored with the published formula above. The raw answers are on this page under “The receipts.”
- What we measure
- We measure on the official model APIs: the same question, the same settings, the same week, for every brand. Web search is on, so the models can draw on what is live on the web. Nothing is personalized to a user, which is what makes the columns comparable.
- What we don’t
- The consumer apps are a different surface. What a person sees inside a chat app can carry memory, personalization, and live experiments on top of the same model, so its answers can differ from the API’s. We do not measure that surface yet. True browser listings, recorded from the consumer apps, arrive with WDIR Ranked, the Pro product. WDIR Ranked · Coming soon
Updated Aug 10, 2026 · week of 2026-08-10
Read the Best Carry-On Luggage guide.
The same record as an editorial answer, with the reasoning spelled out: who leads, who is climbing, and where the models disagree.
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