AI Consensus Fit Review

Medline Bariatric Transfer Bench (500 lb) Review for Seniors

The Medline Bariatric Transfer Bench (500 lb) is a good fit for Seniors with balance limitations who need seated tub entry and require a higher weight rating.

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Answer Capsule

The Medline Bariatric Transfer Bench (500 lb) is a good fit for Seniors with balance limitations who need seated tub entry and require a higher weight rating. Two of seven platforms named it during the ranking stage, at an average listed rank of 4.5 and a best rank of 3. The strongest reason to consider it is the 500 lb capacity combined with a reversible backrest, side arm, adjustable legs, and slip-resistant suction-cup feet [1]. The main limitation is verification: no independent, product-specific evidence was found for quantified anti-slip performance, long-term corrosion life, or ADA compliance, and the exact model identity and seller terms must be confirmed before purchase [3].

Research Snapshot

FieldFinding
Platform mentions in ranking stage2 of 7 platforms (anthropic, openai)
Share of included platform responses28.6%
Average listed rank4.5
Best listed rank3 (anthropic)
Relevant product/model/planMedline Guardian Bariatric Knockdown Transfer Bench, model G3-200KBX1, 500 lb capacity; related alternatives G2-201KRX1 and G3-100KBX1
Overall use-case fitGood, with important verification requirements
Research date2026-09-26

Why Medline Bariatric Transfer Bench (500 lb) Qualified for This Study

Questions This Section Answers

  • Why did Medline Bariatric Transfer Bench (500 lb) qualify for this bathroom safety study?
  • How many AI platforms named Medline Bariatric Transfer Bench (500 lb) during the ranking stage?

The Medline Bariatric Transfer Bench (500 lb) qualified because it cleared the study's minimum-mentions threshold and matched the Bathroom & Wet-Area Safety criteria directly. Two of seven included platforms named the entity during ranking discovery, giving it a 28.6% platform share, an average listed rank of 4.5, and a best rank of 3 (anthropic). It was the only transfer-bench entry in this study with a 500 lb rating, which is materially higher than the related 400 lb Medline transfer bench and 400 lb G2-201KRX1 shower chair [5].

Qualification does not mean the platforms agreed on the product. The ranking stage described a "Bariatric Tub Transfer Bench with Anti-Slip Suction Feet (500 lb capacity)," while Medline's official catalog identifies the 500 lb model as the G3-200KBX1 Bariatric Transfer Bench. That naming gap is a qualification note carried forward from the source evidence, and it is the reason this review treats model confirmation as a buying step rather than a settled fact.

The entity also qualified on use-case relevance rather than brand size alone. The study's criteria were weight capacity rating, anti-slip surface performance, corrosion resistance, mounting stability/ADA compliance, and ease of cleaning. Medline's documentation addresses capacity, transfer support, and cleaning instructions directly, while anti-slip performance, corrosion life, and ADA status remain only partially documented [5].

The Product, Model, Plan, or Service Most Relevant to Bathroom & Wet-Area Safety

Questions This Section Answers

  • Which Medline Bariatric Transfer Bench (500 lb) model should a buyer choose for seated tub transfers?
  • Is the Medline G3-200KBX1 the same product as the 500 lb bariatric transfer bench described in AI rankings?

The product most relevant to this use case is the Medline Guardian Bariatric Knockdown Transfer Bench, model G3-200KBX1, rated at 500 lb (226.8 kg), with an adjustable seat height of 19.25–23.5 inches and a seat depth of 16.5 inches [9]. Medline's catalog lists it as a bath-safety product within its durable medical equipment line [10]. A Canadian Medline catalog entry also lists a Grey Bariatric Transfer Bench with 500 lb capacity under model code G3-200KBX1, which supports the existence of the 500 lb variant but is not a U.S. retail confirmation [11].

Two related Medline products appear in the platform responses and should not be confused with the 500 lb bench. The G2-201KRX1 is a 400 lb backless retail shower chair with a 13.75–20.5 inch seat height and 12 inch seat depth, better suited to an open shower than to crossing a bathtub wall [12]. The G3-100KBX1 is a 400 lb transfer bench with similar transfer functionality but lower capacity [14].

The identity conflict matters commercially. The ranking-stage description and the official catalog name do not match exactly, and one platform reported that official-site retrieval failed during normalization, leaving medline.com product-page details unverified [15]. Buyers should match the exact model number on the listing to the model they intend to buy rather than relying on the marketing name alone.

What the AI Platforms Agreed About

Questions This Section Answers

  • What did the AI platforms agree about Medline Bariatric Transfer Bench (500 lb) for wet-area safety?
  • Is the 500 lb capacity of the Medline Bariatric Transfer Bench confirmed across AI platform research?

Agreement was strong on capacity and basic transfer design, and mixed on safety verification. Six of the seven platforms that produced fit research described the product as a 500 lb-capacity transfer bench, and the 500 lb rating appears in Medline's own catalog alongside reseller listings [16].

Platforms also broadly agreed on the feature set: a reversible backrest, a side arm for leverage, height-adjustable legs, and slip-resistant or suction-cup feet [22]. Medline's transfer-bench literature describes backrests, side arms, height-adjustable legs, and slip-resistant suction-cup feet for the product family [22].

On materials, platforms consistently described an aluminum frame marketed as rust-resistant or corrosion-proof, with a blow-molded plastic seat and back [20]. Medline describes related shower-chair frames as rust-resistant aluminum [27].

On cleaning, the official manual is specific: adjust and lock all legs, inspect hardware and components, clean with non-abrasive cleaner and warm water, rinse, wipe dry, and avoid abrasive cleaners [28]. That is company-owned evidence, not independent testing.

Agreement on these points reflects consistent marketing and catalog language across sources. It does not establish that the bench performs safely on every tub surface, and no platform supplied independent laboratory results.

Where the AI Platforms Disagreed or Were Uncertain

Questions This Section Answers

  • Do AI platforms disagree about whether Medline Bariatric Transfer Bench (500 lb) is ADA compliant?
  • Is there independent anti-slip or corrosion testing for the Medline Bariatric Transfer Bench (500 lb)?

Fit ratings diverged. Google and Grok rated the product a strong fit; OpenAI, Anthropic, and Perplexity rated it good; DeepSeek and Kimi rated it mixed. That spread reflects different weightings of documented capacity versus undocumented safety performance, not a single settled verdict.

ADA compliance was the clearest unresolved point. A commercial specification page for the related G3-100KBX1 displayed an ADA-compliance field without a verified affirmative value [29], and Medline's reviewed catalog identifies the transfer bench as a bath-safety product but does not state product-specific ADA compliance [30]. One platform noted that ADA guidelines for bathroom grab bars and seats apply to fixed installations, not portable transfer benches [31]. No verified product-specific ADA claim was found for the G3-200KBX1.

Anti-slip performance is marketed but not independently quantified. A reseller listing describes slip-resistant feet and a 500 lb capacity but provides no independent quantified anti-slip testing [32]. No platform located ASTM, ANSI, or equivalent slip-resistance test data for the exact model.

Corrosion resistance is similarly partial. Related shower-chair frames are described as rust-resistant aluminum, but the G3-200KBX1 materials and corrosion-life testing were not clearly specified in the official listing reviewed, and the manual requires rinsing and wiping dry after cleaning [33].

Pricing and terms conflict across sellers, and one platform reported that some reseller pages describe the product as Rx-only or requiring professional verification, which was not independently confirmed as a universal Medline policy. A current direct Medline consumer price, warranty duration, and universal return policy were not verified.

Use-Case-Specific Features and Capabilities

Questions This Section Answers

  • Does the Medline Bariatric Transfer Bench (500 lb) fit a standard bathtub wall height?
  • What features make Medline Bariatric Transfer Bench (500 lb) suitable for wet-area transfers?

Weight capacity is the headline advantage. The G3-200KBX1 is rated for 500 lb, with an adjustable seat height of 19.25–23.5 inches and a 16.5 inch seat depth, materially higher than the related 400 lb G3-100KBX1 transfer bench and 400 lb G2-201KRX1 shower chair [35].

Transfer stability comes from the reversible backrest, side arm, height-adjustable legs, and slip-resistant suction-cup feet documented for the transfer-bench family [35]. One platform reported an A-frame design, locking suction cups, and height adjustment in half-inch increments, with a seat measuring 26.5 x 16.5 inches and a limited lifetime warranty [38]. Those specifics are platform-reported and should be confirmed against the seller's listing.

Anti-slip performance is marketed rather than proven. The product is sold with slip-resistant or suction-cup feet, but public sources checked did not provide independent laboratory testing or quantified slip-resistance results for the G3-200KBX1 [35].

Corrosion resistance is described at the family level. Medline describes related shower-chair frames as rust-resistant aluminum, and reseller sources describe anodized or corrosion-proof aluminum, but the exact G3-200KBX1 material specification and corrosion-life testing were not clearly verified [36].

Mounting stability is a structural limitation, not a defect. The G3-200KBX1 is a freestanding bench rather than a wall-mounted support, and no product-specific ADA compliance statement was verified [41]. One platform noted that suction feet provide friction grip rather than positive mechanical attachment, so stability depends on floor condition and seal maintenance (kimi:agingsafelybaths-2024).

Ease of cleaning is well documented. The official manual permits non-abrasive or household cleaner with warm water, followed by rinsing and wiping dry, and prohibits abrasive powders, cleaners, cloths, and scouring pads [43]. The product family is also described as knockdown or tool-free assembly, with push-button leg adjustment and instructions to verify each leg is locked before use [35].

Tub fit is a hard constraint. One platform reported a maximum tub height of 21 inches, and another cautioned that the unit is designed primarily for standard alcove bathtubs and does not fit or span wide or extra-tall garden tubs correctly [44]. The bench also requires floor clearance outside the tub for its protruding legs.

Toilet-access coverage is out of scope. The G3-200KBX1 is a tub-transfer bench, not a toilet safety frame, raised toilet seat, or commode, and should not be treated as a complete solution for toilet transfers [35].

Pricing, Fees, Contracts, and Ongoing Costs

Questions This Section Answers

  • How much does Medline Bariatric Transfer Bench (500 lb) cost, and do prices vary by retailer?
  • Are there setup, shipping, or restocking fees with Medline Bariatric Transfer Bench (500 lb)?

Pricing is reseller-driven and inconsistent. Public U.S. reseller prices checked for the G3-200KBX1 ranged from approximately $70.85 to $129.99, with one listing at $85.61 [46]. One platform reported Walmart pricing of $113.99, Vitality Medical at $110.72, and US MED REHAB at $149.95 [48]. Another reported Walmart listings around $89.78 and $72.78 on separate pages [51]. Google reported a typical retail range of $63.09 to $109.99 with high pricing confidence [52].

These are reseller prices, not a verified Medline direct consumer price. Medline does not publish direct-to-consumer pricing on its main site, and one platform rated pricing confidence low for that reason [53]. Related G2-201KRX1 government-contract documentation showed a $35.73 MSRP/list-price entry, but that is not necessarily the current retail price and does not apply to the 500 lb bench.

Additional costs to expect include shipping, tax, and possible reseller handling fees. Some medical-supply sellers may impose prescription, professional-license, or account-verification requirements; this was reported by one reseller and should be verified before ordering. FSA/HSA eligibility is reported at some retailers, which can reduce out-of-pocket cost for eligible buyers [52].

Contract terms are simple: no subscription or long-term contract was identified, and the product is a one-time durable medical equipment purchase. Return, cancellation, restocking, warranty, and damage-in-transit terms vary by seller and were not verified as a single Medline-wide consumer policy. One platform noted the product is often listed as a personal hygiene item, making it non-returnable once opened or used depending on retailer policy [52]. A limited lifetime warranty was mentioned in one product specification, but coverage for suction-cup failure or wear items was not specified [54].

Best Suited For

Questions This Section Answers

  • Who is Medline Bariatric Transfer Bench (500 lb) best suited for in a senior bathroom?
  • Is Medline Bariatric Transfer Bench (500 lb) a good choice for a caregiver-assisted tub transfer?

The bench is best suited to users who need a higher-capacity transfer bench for stepping over a bathtub wall while seated, in bathrooms where a freestanding, height-adjustable bench can be positioned with legs both inside and outside the tub [55]. Buyers who benefit from a backrest and side arm for leverage during transfers are a strong match, as are buyers seeking a relatively low-cost, tool-free or knockdown bathroom safety product [56].

It also fits independent or caregiver-assisted users who do not need professional medical certification or ADA compliance documentation, and who prioritize antimicrobial protection and corrosion resistance for long-term durability in wet environments [57]. Reversible seating configuration accommodates left- or right-side tub access, which matters in bathrooms where the tub wall is approached from one direction only [59].

Higher-weight users are the clearest fit. The 500 lb rating exceeds standard 400 lb transfer benches and meets bariatric user requirements, and it also provides margin for caregiver-assisted transfers that impose dynamic loading [57].

Probably Not Best Suited For

Questions This Section Answers

  • Who should not choose Medline Bariatric Transfer Bench (500 lb) for bathroom safety?
  • Is Medline Bariatric Transfer Bench (500 lb) unsuitable for deep or oversized bathtubs?

Buyers needing a sliding or swivel seat to minimize lateral movement during transfer should look elsewhere, because the G3-200KBX1 is a stationary bench [60]. The same applies to bathrooms requiring wall-mounted, permanently anchored, or formally ADA-compliant equipment, and to users needing integrated toilet-transfer support or a commode function [61].

Very narrow tubs or bathrooms where the bench dimensions and required exterior footprint cannot be accommodated are a poor match. One platform reported a maximum tub height of 21 inches, which excludes deep or oversized soaking tubs, and another cautioned the unit does not fit or span wide or extra-tall garden tubs correctly [63].

Users with severely compromised grip strength may struggle with the adjustable height mechanisms or reversible backrest installation, and the 14–15.5 lb weight may challenge seniors with severe upper body weakness attempting to move or reposition the bench [65]. Buyers who need independently verified anti-slip testing or formal corrosion-resistance certification should also treat this as a partial match rather than a confirmed one [66].

When Another Option May Be Better

Questions This Section Answers

  • What is a better alternative to Medline Bariatric Transfer Bench (500 lb) for a user who cannot pivot safely?
  • When is a 400 lb Medline transfer bench or shower chair better than the 500 lb bariatric model?

Choose a sliding or swivel transfer bench when the user has very limited pivoting ability or cannot safely shift across a stationary seat [68]. Choose the G2-201KRX1 when the bathroom has a walk-in shower and no bathtub wall to cross; its 400 lb rating and backless design may fit tighter shower spaces better [69].

Choose a 600 lb G3-300BAX1 when the user's weight approaches 500 lb or when additional capacity margin is specifically required. Choose professionally selected wall-mounted grab bars or a fixed bathing seat when anchored support and formal accessibility planning are more important than portability [68]. One platform noted that ADA-compliant, permanently mounted shower fixtures with grab bars and fold-down seats provide superior stability versus freestanding benches (kimi:agingsafelybaths-2024).

Choose a separate raised toilet seat, toilet safety frame, or commode-transfer product when toilet access is a primary problem, since the G3-200KBX1 does not address toilet height or toilet-side grab bars [68]. For buyers with tubs deeper than 21 inches or non-standard configurations, custom-fitted transfer equipment may be required [71]. Walk-in tubs and showers reduce transfer complexity and standing balance demands compared with tub transfer benches, which may be the better long-term path where installation is feasible (kimi:safesteptub-comparison-2024).

Questions to Verify Before Buying

Confirm the exact model is G3-200KBX1 and that the package includes the backrest, side arm, suction-cup feet, and all required hardware [72]. Measure the assembled overall width, inside-tub width, outside-tub footprint, and maximum tub-wall height against the buyer's bathroom before ordering [73].

Ask whether the 500 lb rating includes dynamic transfer loads or only a stationary seated user, and whether the suction cups are suitable for the buyer's tub surface, including textured, curved, refinished, or anti-slip tub floors [74]. Ask whether the product is formally tested or certified to any accessibility, durability, or slip-resistance standard, since no verified product-specific ADA compliance claim was found [75].

Confirm the seller's warranty, return window, restocking policy, and procedure for defective or damaged parts, and whether the seller requires a prescription, medical-license verification, or a business account. Ask whether replacement feet, suction cups, seat parts, and hardware are available, and how often suction feet should be inspected or replaced [77].

Finally, confirm whether the user can safely transfer with a stationary bench, or whether a sliding or swivel model would be safer after assessment by a qualified occupational or physical therapist, and identify what separate equipment is needed for toilet access, shower controls, and grab-bar support [72].

Final AI Consensus Verdict

Good fit, with important verification requirements. The Medline G3-200KBX1 is a credible higher-capacity seated tub-transfer option for seniors with balance limitations, especially when a 500 lb rating and basic positioning support are priorities. It is not a complete bathroom-safety system, and the buyer should verify tub fit, foot contact, seller terms, exact model identity, and whether a sliding, swivel, or professionally installed solution is more appropriate.

Platform agreement does not prove product quality. Two of seven platforms named the entity during ranking, fit ratings ranged from strong to mixed, and no independent, product-specific evidence was found for quantified anti-slip performance, long-term corrosion life, or ADA compliance. Buyers who need documented safety certification or permanently anchored support should treat those gaps as decision-relevant rather than cosmetic.

How This Review Was Produced

This review was produced from supplied platform fit-research responses collected for the Bathroom & Wet-Area Safety use case under the broader Best Bathroom Safety Products for Seniors topic. Seven platforms contributed fit research: OpenAI, Anthropic, DeepSeek, Grok, Perplexity, Kimi, and Google. Two of those seven named the Medline Bariatric Transfer Bench (500 lb) during the ranking stage.

The study used the run research date of 2026-09-26. Platform-reported research dates differ: Anthropic reported 2026-01-16 and DeepSeek reported 2026-01-15, while the remaining platforms reported 2026-09-26. Those platform dates are provenance metadata and do not independently prove freshness.

All included platforms evaluated fit, but the platform-mentions count reflects only platforms that named the entity during ranking discovery. Citations are platform-reported evidence, not independently verified facts. No-search model claims require explicit verification before being described as current facts. The supplied URLs were collected from platform responses and were not independently validated by the writer stage.

Methodology Limitations

Official-site retrieval failed for the Medline homepage, which returned HTTP 403 and was marked not checked, so no official-page excerpts were available for verification. One platform also reported that official-site retrieval failed during normalization, leaving medline.com product-page details unverified [78].

The available source evidence contains qualification notes that affect this review. The ranking description refers to a "Bariatric Tub Transfer Bench with Anti-Slip Suction Feet (500 lb capacity)," while Medline's official catalog identifies the 500 lb model as G3-200KBX1 Bariatric Transfer Bench, so the exact retail listing should be matched to the model number before purchase. Company-name variants were collapsed onto one canonical brand before minimum-mentions qualification, and the identity used an unverified reported-domain evidence with the matching reported domain retained but unverified.

Retail listings differ in dimensions, feature descriptions, and prices; the official Medline catalog and manual should control over reseller summaries. Some reseller pages describe the product as Rx-only or requiring professional verification, but this was not independently confirmed as a universal Medline policy. No verified independent evidence was found for ADA compliance, quantified anti-slip performance, or long-term corrosion testing for the exact G3-200KBX1. A current direct Medline consumer price, warranty duration, and universal return policy were not verified.

Platform-reported research dates differ from the authoritative run date, and this is disclosed as a limitation rather than resolved. Missing research was not interpreted as disagreement between platforms.

Explore more home safety guidance in the category directory.

Sources

Company-Owned Sources

  • Medline Bariatric Transfer Bench with Anti-Slip Suction Feet - Medical Supply Listings: https://medline.com/
  • Medline Bariatric Transfer Bench - medline.com: https://medline.com/products/bariatric-transfer-bench
  • User Instructions and Warranty: G3-100KBX1 and Related Models: https://www.medline.com/media/catalog/Docs/MKT/MAN_G3-100KBX1_19W6264967.pdf
  • Walk-In Tub vs. Tub Shower Combo vs. Shower | Safe Step: https://www.safesteptub.com/en-ca/resources/product-comparison-guide/
  • Additional AI research evidence78 records
    1. AI research evidence record openai:c1
    2. AI research evidence record openai:c3
    3. AI research evidence record openai:c6
    4. AI research evidence record openai:c7
    5. AI research evidence record openai:c1
    6. AI research evidence record openai:c2
    7. AI research evidence record openai:c5
    8. AI research evidence record openai:c7
    9. AI research evidence record openai:c1
    10. AI research evidence record openai:c7
    11. AI research evidence record perplexity:c5
    12. AI research evidence record openai:c2
    13. AI research evidence record openai:c8
    14. AI research evidence record openai:c6
    15. AI research evidence record deepseek:c1
    16. AI research evidence record openai:c1
    17. AI research evidence record grok:web:15
    18. AI research evidence record anthropic:c1
    19. AI research evidence record anthropic:c2
    20. AI research evidence record anthropic:c3
    21. AI research evidence record anthropic:c6
    22. AI research evidence record openai:c3
    23. AI research evidence record anthropic:c4
    24. AI research evidence record grok:web:1
    25. AI research evidence record anthropic:c5
    26. AI research evidence record grok:web:2
    27. AI research evidence record openai:c2
    28. AI research evidence record openai:c5
    29. AI research evidence record openai:c6
    30. AI research evidence record openai:c7
    31. AI research evidence record deepseek:c3
    32. AI research evidence record openai:c4
    33. AI research evidence record openai:c2
    34. AI research evidence record openai:c5
    35. AI research evidence record openai:c1
    36. AI research evidence record openai:c2
    37. AI research evidence record openai:c3
    38. AI research evidence record anthropic:c2
    39. AI research evidence record openai:c4
    40. AI research evidence record grok:web:2
    41. AI research evidence record openai:c6
    42. AI research evidence record openai:c7
    43. AI research evidence record openai:c5
    44. AI research evidence record anthropic:c3
    45. AI research evidence record google:1.2.3
    46. AI research evidence record openai:c9
    47. AI research evidence record openai:c10
    48. AI research evidence record grok:web:0
    49. AI research evidence record grok:web:1
    50. AI research evidence record grok:web:2
    51. AI research evidence record perplexity:c1
    52. AI research evidence record google:1.2.1
    53. AI research evidence record deepseek:c1
    54. AI research evidence record anthropic:c2
    55. AI research evidence record openai:c1
    56. AI research evidence record openai:c3
    57. AI research evidence record anthropic:c1
    58. AI research evidence record anthropic:c6
    59. AI research evidence record anthropic:c2
    60. AI research evidence record openai:c1
    61. AI research evidence record openai:c6
    62. AI research evidence record openai:c7
    63. AI research evidence record anthropic:c3
    64. AI research evidence record google:1.2.3
    65. AI research evidence record anthropic:c2
    66. AI research evidence record openai:c4
    67. AI research evidence record perplexity:c2
    68. AI research evidence record openai:c1
    69. AI research evidence record openai:c2
    70. AI research evidence record openai:c8
    71. AI research evidence record anthropic:c3
    72. AI research evidence record openai:c1
    73. AI research evidence record anthropic:c3
    74. AI research evidence record openai:c4
    75. AI research evidence record openai:c6
    76. AI research evidence record openai:c7
    77. AI research evidence record anthropic:c2
    78. AI research evidence record deepseek:c1

Independent Sources

Other Sources

  • Medline Bariatric Transfer Benches - EP Medical Equipment Pharmacy: https://eppharmacystore.com/products/medline-bariatric-transfer-benches
  • Medline Bariatric Transfer Benches, 500 lb. Weight Capacity - United Canada Inc: https://unitedcanadainc.com/products/medline-bariatric-tub-transfer-bench-with-back
  • Medline Transfer Bench for Bathtubs and Showers - Amazon: https://www.amazon.com/dp/B086TPM48Y/
  • BARIATRIC TRANSFER BENCH 500LBS - National Medical DME: https://www.nationalmedicaldme.com/store/BARIATRIC-TRANSFER-BENCH-500LBS-p185903811
  • Medline Bariatric Tub Transfer Bench with Back and Arm Rests - Rehabmart: https://www.rehabmart.com/product/medline-bariatric-tub-transfer-bench-49553.html
  • Additional AI research evidence78 records
    1. AI research evidence record openai:c1
    2. AI research evidence record openai:c3
    3. AI research evidence record openai:c6
    4. AI research evidence record openai:c7
    5. AI research evidence record openai:c1
    6. AI research evidence record openai:c2
    7. AI research evidence record openai:c5
    8. AI research evidence record openai:c7
    9. AI research evidence record openai:c1
    10. AI research evidence record openai:c7
    11. AI research evidence record perplexity:c5
    12. AI research evidence record openai:c2
    13. AI research evidence record openai:c8
    14. AI research evidence record openai:c6
    15. AI research evidence record deepseek:c1
    16. AI research evidence record openai:c1
    17. AI research evidence record grok:web:15
    18. AI research evidence record anthropic:c1
    19. AI research evidence record anthropic:c2
    20. AI research evidence record anthropic:c3
    21. AI research evidence record anthropic:c6
    22. AI research evidence record openai:c3
    23. AI research evidence record anthropic:c4
    24. AI research evidence record grok:web:1
    25. AI research evidence record anthropic:c5
    26. AI research evidence record grok:web:2
    27. AI research evidence record openai:c2
    28. AI research evidence record openai:c5
    29. AI research evidence record openai:c6
    30. AI research evidence record openai:c7
    31. AI research evidence record deepseek:c3
    32. AI research evidence record openai:c4
    33. AI research evidence record openai:c2
    34. AI research evidence record openai:c5
    35. AI research evidence record openai:c1
    36. AI research evidence record openai:c2
    37. AI research evidence record openai:c3
    38. AI research evidence record anthropic:c2
    39. AI research evidence record openai:c4
    40. AI research evidence record grok:web:2
    41. AI research evidence record openai:c6
    42. AI research evidence record openai:c7
    43. AI research evidence record openai:c5
    44. AI research evidence record anthropic:c3
    45. AI research evidence record google:1.2.3
    46. AI research evidence record openai:c9
    47. AI research evidence record openai:c10
    48. AI research evidence record grok:web:0
    49. AI research evidence record grok:web:1
    50. AI research evidence record grok:web:2
    51. AI research evidence record perplexity:c1
    52. AI research evidence record google:1.2.1
    53. AI research evidence record deepseek:c1
    54. AI research evidence record anthropic:c2
    55. AI research evidence record openai:c1
    56. AI research evidence record openai:c3
    57. AI research evidence record anthropic:c1
    58. AI research evidence record anthropic:c6
    59. AI research evidence record anthropic:c2
    60. AI research evidence record openai:c1
    61. AI research evidence record openai:c6
    62. AI research evidence record openai:c7
    63. AI research evidence record anthropic:c3
    64. AI research evidence record google:1.2.3
    65. AI research evidence record anthropic:c2
    66. AI research evidence record openai:c4
    67. AI research evidence record perplexity:c2
    68. AI research evidence record openai:c1
    69. AI research evidence record openai:c2
    70. AI research evidence record openai:c8
    71. AI research evidence record anthropic:c3
    72. AI research evidence record openai:c1
    73. AI research evidence record anthropic:c3
    74. AI research evidence record openai:c4
    75. AI research evidence record openai:c6
    76. AI research evidence record openai:c7
    77. AI research evidence record anthropic:c2
    78. AI research evidence record deepseek:c1

Verify This Research

Review the study details behind this page or download the public machine-readable verification record.

Study date
September 26, 2026
Platforms analyzed
7
Source records
34
Ranking mentions
2 of 7
Platform share
29%
Final consensus rank
#5

Research trail and source mix

Configured platforms

openai, anthropic, deepseek, grok, perplexity, kimi, google

Source mix

19 independent · 10 company-owned · 5 unclear

Evidence support

22 direct · 10 partial

Important limitation

Use the run research_date as the study date. Platform-reported dates are provenance metadata and do not independently prove freshness.

Source snapshot SHA-256 ca2474a789f4646adbeaca1d515b4c6d0e3f15cc6867887fdc3b0f61fc086d5a