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Empava for Budget-Friendly Walk-In Tub Buyers - AI Consensus Fit Review

Empava is a good fit for cost-conscious homeowners seeking a basic walk-in soaking tub, according to the AI platform consensus.

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Answer Capsule

Empava is a good fit for cost-conscious homeowners seeking a basic walk-in soaking tub, according to the AI platform consensus. Four of seven platforms rated Empava as a "good" fit, two rated it "mixed," and one rated it "uncertain." Empava was named in the ranking stage by 2 of 7 configured platforms, with an average listed rank of 2.0 and a best rank of 1. The strongest reason to consider Empava is its competitive tub-only pricing—the EMPV-54WIT09 lists at $3,279 on sale versus $3,703 regular—while still including core safety features like a low threshold, anti-slip floor, built-in seat, and grab handles. The main limitation is that installation is not included, adding an estimated $1,000–$12,000 in labor costs, and warranty terms are inconsistent across sources, ranging from 1 to 5 years depending on the platform and retailer cited.

Research Snapshot

MetricValue
Platform mentions in ranking stage2 of 7 configured platforms (google, openai)
Share of included platform responses28.6% (2 of 7)
Average listed rank2.0
Best listed rank1 (openai)
Relevant product/model/planEMPV-54WIT09 54 in. x 30 in. Right-Drain Japanese Soaking Walk-In Tub
Overall use-case fitGood (4 platforms), Mixed (2 platforms), Uncertain (1 platform)
Research date2026-08-13

Why Empava Qualified for This Study

Empava qualified for this Budget-Friendly Walk-In Tubs review because it was named by at least two platforms during the ranking discovery stage. Google ranked Empava 3rd and OpenAI ranked it 1st among affordable walk-in tub options. The entity met the minimum mention threshold of two platforms, allowing it to advance to the fit-research stage where all seven configured platforms evaluated its suitability for cost-conscious homeowners seeking essential safety bathing features without steep luxury price markups.

The Product, Model, Plan, or Service Most Relevant to Budget-Friendly Walk-In Tubs

The most relevant product is the EMPV-54WIT09 54 in. x 30 in. Right-Drain Japanese Soaking Walk-In Tub. Six of seven platforms identified this model as the primary relevant product. Google also identified the EMPV-53WIT373 (53" Freestanding Walk-in Soaking Bathtub) as a secondary option, priced between $1,988 and $2,299 [1].

The EMPV-54WIT09 is a soaking-only model without jets or a built-in heater [3]. It is classified as an alcove configuration with a right-side drain, not freestanding as one ranking-stage description suggested [4]. Key specifications include a 54-inch length, 30-inch width, 32.5-inch soaking depth, 84-gallon water capacity, and a 440-pound weight limit [6].

What the AI Platforms Agreed About

Strong agreement: Empava offers competitive tub-only pricing for a basic soaking walk-in tub. OpenAI noted the EMPV-54WIT09 lists at $3,279 sale price versus $3,703 regular on Empava's site, with Home Depot listing $3,861 and Best Buy listing $4,289.99 [7]. Anthropic confirmed the same $3,279 sale price and noted this undercuts jetted models by $1,700–$2,000 [10]. Google reported the EMPV-53WIT373 at $1,988–$2,299 and the EMPV-54WIT09 at $3,279–$4,247 depending on retailer [12]. Grok confirmed the $3,279 sale price with free USA shipping [15].

Strong agreement: Core safety features are included as standard. Multiple platforms identified the low threshold (3–3.3 inches), anti-slip floor, built-in seat, grab handles, and a weak-wrist-friendly door handle as standard inclusions [16]. Google described the door handle as "patented" and designed for individuals with arthritis or weak wrists [20].

Strong agreement: Empava does not provide installation services. All platforms that addressed installation agreed that buyers must arrange and pay for independent contractors. OpenAI noted installation is "apparently separate" [7]. Anthropic stated "Empava does not install; buyers bear full responsibility for contractor sourcing and oversight" [21]. Google confirmed tubs are sold "unit-only" through retailers [22]. DeepSeek and Kimi both noted the absence of installation services as a limitation [23].

Majority agreement: The 3-year warranty is shorter than premium competitors. Home Depot lists a 3-year limited parts warranty [25]. Best Buy also lists a 3-year limited manufacturer warranty [26]. Anthropic noted this is shorter than American Standard's 10-year shell warranty [21]. Google noted it is "much shorter than the lifetime warranties offered by premium, high-end competitors" [19].

Where the AI Platforms Disagreed or Were Uncertain

Warranty duration is inconsistent across sources. OpenAI reported Home Depot states 3 years, Empava's general warranty page describes 3–5 years, and an Empava installation manual indicates 3 years for walk-in tubs [27]. Anthropic reported a 3-year standard parts warranty with a 5-year extended warranty for website subscribers [30]. Grok reported a 5-year warranty on the official product page but noted some resellers list 3 years [31]. DeepSeek reported a 1-year warranty on parts with 3–5 years on some components [32]. These conflicting figures should be verified in writing before purchase.

Product configuration confusion. The ranking-stage description called the product a "53" Freestanding Walk-In Soaking Bathtub," but the identified EMPV-54WIT09 is publicly listed as a 54-inch alcove, right-drain model [33]. Anthropic noted the model is "freestanding rectangular alcove" in one retailer listing, creating further ambiguity [35]. Buyers should confirm the exact model and configuration before purchase.

Inventory availability is uncertain. Anthropic reported the EMPV-54WIT09 was listed as "sold out" on Empava's site as of August 2026 but available through retailers like Home Outlet Direct and SoCal Bathtubs [30]. This availability conflict should be verified with the chosen seller.

Financing availability is unclear. Grok reported financing from $295.96/month on the official site [31]. Google reported 0% financing availability on third-party authorized retailer checkout via Affirm or Shop Pay [36]. OpenAI noted Best Buy displayed suggested 12- and 18-month financing [38]. However, Anthropic stated "no financing options explicitly mentioned on Empava website" [30], and Kimi noted financing availability was unverified [40].

Fit ratings varied by platform. Four platforms rated Empava "good" (OpenAI, Anthropic, Google, Grok), two rated it "mixed" (DeepSeek, Kimi), and one rated it "uncertain" (Perplexity). Perplexity could not verify pricing, installation, financing, safety inclusions, or warranty from its available evidence set [41].

Use-Case-Specific Features and Capabilities

Safety inclusions (strong advantage). The EMPV-54WIT09 includes a 3-inch low threshold, anti-slip bottom, embedded bench, three-side grip handles, and a weak-wrist-friendly door handle [42]. The outward-opening door and low-threshold design are confirmed by multiple retailers [45].

Soaking capacity (advantage). The tub offers 84-gallon capacity with a 32.5-inch soaking depth and a 440-pound weight limit [48]. This accommodates larger frames and provides deep soaking without paying for jet systems.

Durability claims (unverified). Home Depot describes the tub as glossy acrylic reinforced with fiberglass and scratch-resistant [45]. Empava claims a grooved bench directs water toward the drain and improves durability [49]. These are manufacturer or retailer claims; no independent long-term durability testing was established.

No heating or jets (limitation for some buyers). The EMPV-54WIT09 is soaking-only. Buyers wanting hydrotherapy must upgrade to the EMPV-54WIT08 jetted model at $5,119 [50].

Fixed dimensions (limitation). Both Empava walk-in models measure 54L x 30W x 40H. No compact, bariatric, or alternative-size options are available [52].

Pricing, Fees, Contracts, and Ongoing Costs

Known tub-only prices:

SellerPrice
Empava (sale)$3,279
Empava (regular)$3,703
Home Depot$3,861
Best Buy$4,289.99
EMPV-53WIT373 (various retailers)$1,988–$2,299

[53]

Installation costs (not included). Independent estimates range widely:

  • HomeAdvisor: labor alone $1,000–$12,000+ [58]
  • Forbes Home: $2,000–$10,000 depending on site conditions [59]
  • ConsumerAffairs: labor $2,500–$8,000; industry total projects $5,500–$33,000 [60]
  • Angi: total installed cost averages $4,000–$15,000 [61]
  • Safe Step: general installation $1,000–$12,000 [62]
  • Google: estimated independent local plumbing and installation $1,500–$5,000 [63]

Total project cost estimate. Anthropic calculated a total of $5,779–$11,279 when combining the $3,279 tub with $2,500–$8,000 installation labor [60]. This is a platform calculation, not an Empava quote.

Ongoing costs. Walk-in tubs add $10–$30/month in utility costs due to increased water volume [64]. Replacement parts cost $50–$300, and professional maintenance runs $100–$300 per visit [64]. These are industry estimates from Angi, not Empava-specific figures.

Contract and cancellation terms. No long-term service contract was identified [53]. Empava's warranty is non-transferable and applies to the original purchaser [65]. A 30-day return policy is mentioned by multiple platforms, but Anthropic noted this applies to uninstalled units only [66]. Return eligibility and restocking fees vary by seller and should be confirmed before purchase.

Best Suited For

Empava is best suited for:

  • Homeowners replacing an existing alcove tub with compatible plumbing and right-side drain placement [67]
  • Buyers who prioritize low-threshold entry, built-in seat, grab handles, and soaking over massage or heating features [68]
  • Buyers able to arrange and supervise their own licensed installation [67]
  • Cost-conscious seniors or mobility-limited users prioritizing safe entry/exit over luxury features [70]
  • Homeowners seeking deep soaking capacity without premium jet systems [70]
  • Online-savvy shoppers comfortable with remote purchasing and self-managed project logistics [71]

Probably Not Best Suited For

Empava is probably not best suited for:

  • Buyers needing a single-price, professionally installed project with extensive remodeling included [72]
  • Homeowners requiring a freestanding installation rather than an alcove configuration [72]
  • Buyers who place high value on a long, clearly documented warranty or strong local service coverage [72]
  • Those seeking hydrotherapy jets or heated massage features at a lower price [74]
  • Buyers with very tight budgets under $3,500 tub-only or unwilling to finance installation labor [73]
  • Those wanting in-home consultations before purchase or hands-on dealer support [75]
  • Buyers needing compact models (48–52 inches) for very tight spaces [73]

When Another Option May Be Better

Consider alternatives when:

  • Turnkey installation is required: Safe Step offers installation included in the quote with a lifetime warranty on tub and installation, starting around $3,000 [76].
  • Superior warranty is a priority: American Standard offers a 10-year shell warranty and 15-year door seal warranty versus Empava's 3–5 years [78].
  • Hydrotherapy jets or heating are desired: The EMPV-54WIT08 jetted model costs $5,119, or competitor brands offer sub-$4,500 jet systems [79].
  • Lowest absolute price is the priority: Meditub walk-in tubs range $4,000–$8,500 for jetted models, and Universal Tubs offers basic soakers under $3,000 [78].
  • Professional installation coordination is needed: American Standard, Jacuzzi, and Safe Step offer in-home consulting and contractor management [78].
  • Very tight space is a constraint: Empava offers no compact models; look for 48–52-inch alternatives [78].

Questions to Verify Before Buying

  1. Is the exact model EMPV-54WIT09, and is it alcove rather than freestanding? The ranking-stage description conflicts with retailer classifications [80].
  2. What is the delivered price to your ZIP code, including shipping, tax, lift-gate service, and inside delivery? Shipping may be charged separately depending on seller [81].
  3. Does the purchase include installation, removal of the existing tub, permits, plumbing changes, drain work, and disposal? Empava does not provide installation services [82].
  4. What are the exact warranty duration and coverage for the shell, door seal, faucet, drain, hardware, and labor? Sources conflict between 1, 3, and 5 years [83].
  5. Who performs warranty service, where are replacement parts stocked, and who pays labor and shipping after a failure? This is not clearly documented [80].
  6. What are the return window, restocking fees, damage-claim deadlines, and cancellation rules for the selected seller? Terms vary by retailer [82].
  7. Will the existing bathroom accommodate the 54.33-inch length, 30.31-inch width, 39.76-inch height, and right-side drain? [80]
  8. What are the actual fill and drain times in your home? Quick-drain is claimed but not independently verified [86].
  9. What financing APR, fees, term, deferred-interest conditions, and total repayment amount apply? Financing availability is inconsistent across sources [87].
  10. Is the model currently in stock? Anthropic reported the EMPV-54WIT09 as "sold out" on Empava's site as of August 2026 [82].

Final AI Consensus Verdict

Empava is a good fit for budget-focused buyers seeking a basic walk-in soaking tub who are willing to manage installation independently. The EMPV-54WIT09 provides essential safety features—low threshold, anti-slip floor, built-in seat, grab handles, and weak-wrist-friendly door handle—at a tub-only price of $3,279, which undercuts many dealer-installed walk-in tub projects by thousands of dollars [89].

However, the advertised price should be treated as a starting point, not a complete project cost. Installation labor adds an estimated $1,000–$12,000 depending on site conditions, pushing total project costs to $5,779–$11,279 [92]. The alcove configuration, inconsistent warranty information (1–5 years depending on source), and lack of installation services keep Empava below a "strong" fit rating.

The AI consensus is clear: Empava delivers strong value for the tub itself, but buyers must be comfortable with self-managed installation, verify warranty terms in writing, and confirm the exact model configuration before purchase. For those seeking a turnkey, single-contract experience with lifetime warranty coverage, full-service brands like Safe Step or American Standard may be better choices despite higher upfront costs.

For a broader comparison of affordable options, see the full Budget-Friendly Walk-In Tubs consensus index. You can also explore other walk in tubs in the category directory.

How This Review Was Produced

This review was produced on 2026-08-13 by aggregating fit-research responses from seven AI platforms: OpenAI, Anthropic, DeepSeek, Grok, Perplexity, Kimi, and Google. Each platform evaluated Empava against the Budget-Friendly Walk-In Tubs criteria: base tub pricing, estimated installation costs, financing availability, standard safety inclusions, overall durability, and warranty terms.

Empava was named in the ranking stage by 2 of 7 configured platforms (Google ranked it 3rd, OpenAI ranked it 1st), meeting the minimum mention threshold of two platforms. All seven platforms then provided fit assessments. The platform responses cited 30 deduplicated sources, including company-owned pages (empava.com), independent retailer listings (Home Depot, Best Buy, Home Outlet Direct), and independent review publications (ConsumerAffairs, Forbes Home, NCOA, Angi, HomeAdvisor).

Methodology Limitations

  • Platform agreement does not prove product quality. The consensus reflects what AI platforms found in public sources, not independent testing or verified customer experience.
  • Pricing conflicts were not resolved by guessing. Retailer prices differed by more than $1,000 across sources, and promotional pricing, stock, shipping, and financing may change.
  • Warranty information is inconsistent. Public sources range from 1 to 5 years, and it is unclear whether the specific model receives parts-only or parts-and-labor coverage.
  • No verified Empava-specific installed-price schedule or independent durability study was found.
  • The supplied URLs were collected from platform responses and were not independently validated by the writer stage.
  • Perplexity could not verify key facts from its available evidence set and rated Empava "uncertain" rather than confirming or denying fit.
  • Platform-reported dates are provenance metadata and do not independently prove freshness; the research date is 2026-08-13.

Sources

Company-Owned Sources

  • Provided search results set: https://empava.com/
  • Walk in Tubs for Senior | Safe & Independent Bathing at Empava: https://empava.com/collections/walk-in-tub
  • Empava Walk in Tub | Senior Walk in Tubs: https://empava.com/pages/walk-in-tub
  • Empava Warranty Policy: https://empava.com/pages/warranty-policy
  • 54" Alcove Soaking Walk-in Tub with Right Drain - Empava: https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQE-Qz82Reolot7tdheDF6i07S_s2Ell3mRwzPbYrAwMQ-m-3nXolWmkVwHl7pUeYviP_sY7tihd26oCcsrcoVL6XjxcAUEs8WkpJnm9lxYOEvc7bVOpoUr3JiPdNLoWvGC7-OYqZVGpmDgUxViR
  • Additional AI research evidence94 records
    1. AI research evidence record google:c5
    2. AI research evidence record google:c8
    3. AI research evidence record anthropic:c4
    4. AI research evidence record openai:c1
    5. AI research evidence record openai:c4
    6. AI research evidence record anthropic:c3
    7. AI research evidence record openai:c1
    8. AI research evidence record openai:c3
    9. AI research evidence record openai:c4
    10. AI research evidence record anthropic:c1
    11. AI research evidence record anthropic:c6
    12. AI research evidence record google:c2
    13. AI research evidence record google:c5
    14. AI research evidence record google:c8
    15. AI research evidence record grok:c1
    16. AI research evidence record openai:c2
    17. AI research evidence record anthropic:c2
    18. AI research evidence record anthropic:c7
    19. AI research evidence record google:c4
    20. AI research evidence record google:c7
    21. AI research evidence record anthropic:c9
    22. AI research evidence record google:c3
    23. AI research evidence record deepseek:c1
    24. AI research evidence record kimi:c1
    25. AI research evidence record openai:c5
    26. AI research evidence record google:c9
    27. AI research evidence record openai:c5
    28. AI research evidence record openai:c6
    29. AI research evidence record openai:c7
    30. AI research evidence record anthropic:c9
    31. AI research evidence record grok:c1
    32. AI research evidence record deepseek:c1
    33. AI research evidence record openai:c1
    34. AI research evidence record openai:c4
    35. AI research evidence record anthropic:c3
    36. AI research evidence record google:c2
    37. AI research evidence record google:c6
    38. AI research evidence record openai:c3
    39. AI research evidence record openai:c10
    40. AI research evidence record kimi:c1
    41. AI research evidence record perplexity:c1
    42. AI research evidence record openai:c2
    43. AI research evidence record anthropic:c2
    44. AI research evidence record google:c7
    45. AI research evidence record openai:c4
    46. AI research evidence record google:c4
    47. AI research evidence record google:c9
    48. AI research evidence record anthropic:c3
    49. AI research evidence record anthropic:c8
    50. AI research evidence record anthropic:c4
    51. AI research evidence record anthropic:c5
    52. AI research evidence record anthropic:c9
    53. AI research evidence record openai:c1
    54. AI research evidence record openai:c3
    55. AI research evidence record openai:c4
    56. AI research evidence record google:c5
    57. AI research evidence record google:c8
    58. AI research evidence record openai:c8
    59. AI research evidence record openai:c9
    60. AI research evidence record anthropic:c10
    61. AI research evidence record anthropic:c11
    62. AI research evidence record grok:c2
    63. AI research evidence record google:c3
    64. AI research evidence record anthropic:c12
    65. AI research evidence record openai:c6
    66. AI research evidence record anthropic:c9
    67. AI research evidence record openai:c1
    68. AI research evidence record openai:c2
    69. AI research evidence record anthropic:c2
    70. AI research evidence record anthropic:c9
    71. AI research evidence record kimi:c1
    72. AI research evidence record openai:c1
    73. AI research evidence record anthropic:c9
    74. AI research evidence record anthropic:c4
    75. AI research evidence record kimi:c1
    76. AI research evidence record deepseek:c2
    77. AI research evidence record kimi:c2
    78. AI research evidence record anthropic:c9
    79. AI research evidence record anthropic:c5
    80. AI research evidence record openai:c1
    81. AI research evidence record openai:c10
    82. AI research evidence record anthropic:c9
    83. AI research evidence record openai:c5
    84. AI research evidence record openai:c6
    85. AI research evidence record deepseek:c1
    86. AI research evidence record openai:c2
    87. AI research evidence record grok:c1
    88. AI research evidence record google:c6
    89. AI research evidence record openai:c1
    90. AI research evidence record anthropic:c1
    91. AI research evidence record google:c2
    92. AI research evidence record anthropic:c10
    93. AI research evidence record openai:c8
    94. AI research evidence record openai:c9

Independent Sources

Other Sources

  • 54 in. Alcove Inline Heater Whirlpool Walk-in Tub 2.0 Upgraded with Right Drain: https://empava.com/products/54-inch-walk-in-tub-with-jets-54wit08
  • Empava Walk in Soaking Tub for Seniors | Empava 54WIT09: https://empava.com/products/walk-in-soaking-tub-54wit09
  • Empava 54-Inch Alcove Soaking Walk-in Tub with Right Drain (EMPV-54WIT09: https://homeoutletdirect.com/products/empava-54-inch-alcove-soaking-walk-in-tub-with-right-drain-empv-54wit09
  • Empava Installation and Warranty Manual: https://images.thdstatic.com/catalog/pdfImages/89/8974b769-630c-4597-b4d2-f75324243648.pdf
  • How Much Does It Cost to Install a Walk-In Bathtub? 2026 Data: https://www.angi.com/articles/walk-in-bathtub-cost.htm
  • Average Walk-in Tub Installation Costs (2026: https://www.consumeraffairs.com/homeowners/average-walk-in-tub-installation-costs.html
  • Empava Reviews: Pros & Cons: https://www.consumeraffairs.com/homeowners/empava.html
  • Empava 54 in. x 30 in. Freestanding Rectangular Alcove Soaking Walk-in Bathtub: https://www.kbauthority.com/empava-empv-54wit09-54-3-8-x-30-1-4-inch-freestanding-rectangular-alcove-soaking-walk-in-bathtub-in-white-with-thermostatic-system-and-right-drain.html
  • Walk in Soaking Tub for Seniors | SoCal Bathtubs: https://www.socalbathtubs.com/products/empava-empv-54wit08-54-alcove-inline-heater-whirlpool-walk-in-tub-copy
  • Additional AI research evidence94 records
    1. AI research evidence record google:c5
    2. AI research evidence record google:c8
    3. AI research evidence record anthropic:c4
    4. AI research evidence record openai:c1
    5. AI research evidence record openai:c4
    6. AI research evidence record anthropic:c3
    7. AI research evidence record openai:c1
    8. AI research evidence record openai:c3
    9. AI research evidence record openai:c4
    10. AI research evidence record anthropic:c1
    11. AI research evidence record anthropic:c6
    12. AI research evidence record google:c2
    13. AI research evidence record google:c5
    14. AI research evidence record google:c8
    15. AI research evidence record grok:c1
    16. AI research evidence record openai:c2
    17. AI research evidence record anthropic:c2
    18. AI research evidence record anthropic:c7
    19. AI research evidence record google:c4
    20. AI research evidence record google:c7
    21. AI research evidence record anthropic:c9
    22. AI research evidence record google:c3
    23. AI research evidence record deepseek:c1
    24. AI research evidence record kimi:c1
    25. AI research evidence record openai:c5
    26. AI research evidence record google:c9
    27. AI research evidence record openai:c5
    28. AI research evidence record openai:c6
    29. AI research evidence record openai:c7
    30. AI research evidence record anthropic:c9
    31. AI research evidence record grok:c1
    32. AI research evidence record deepseek:c1
    33. AI research evidence record openai:c1
    34. AI research evidence record openai:c4
    35. AI research evidence record anthropic:c3
    36. AI research evidence record google:c2
    37. AI research evidence record google:c6
    38. AI research evidence record openai:c3
    39. AI research evidence record openai:c10
    40. AI research evidence record kimi:c1
    41. AI research evidence record perplexity:c1
    42. AI research evidence record openai:c2
    43. AI research evidence record anthropic:c2
    44. AI research evidence record google:c7
    45. AI research evidence record openai:c4
    46. AI research evidence record google:c4
    47. AI research evidence record google:c9
    48. AI research evidence record anthropic:c3
    49. AI research evidence record anthropic:c8
    50. AI research evidence record anthropic:c4
    51. AI research evidence record anthropic:c5
    52. AI research evidence record anthropic:c9
    53. AI research evidence record openai:c1
    54. AI research evidence record openai:c3
    55. AI research evidence record openai:c4
    56. AI research evidence record google:c5
    57. AI research evidence record google:c8
    58. AI research evidence record openai:c8
    59. AI research evidence record openai:c9
    60. AI research evidence record anthropic:c10
    61. AI research evidence record anthropic:c11
    62. AI research evidence record grok:c2
    63. AI research evidence record google:c3
    64. AI research evidence record anthropic:c12
    65. AI research evidence record openai:c6
    66. AI research evidence record anthropic:c9
    67. AI research evidence record openai:c1
    68. AI research evidence record openai:c2
    69. AI research evidence record anthropic:c2
    70. AI research evidence record anthropic:c9
    71. AI research evidence record kimi:c1
    72. AI research evidence record openai:c1
    73. AI research evidence record anthropic:c9
    74. AI research evidence record anthropic:c4
    75. AI research evidence record kimi:c1
    76. AI research evidence record deepseek:c2
    77. AI research evidence record kimi:c2
    78. AI research evidence record anthropic:c9
    79. AI research evidence record anthropic:c5
    80. AI research evidence record openai:c1
    81. AI research evidence record openai:c10
    82. AI research evidence record anthropic:c9
    83. AI research evidence record openai:c5
    84. AI research evidence record openai:c6
    85. AI research evidence record deepseek:c1
    86. AI research evidence record openai:c2
    87. AI research evidence record grok:c1
    88. AI research evidence record google:c6
    89. AI research evidence record openai:c1
    90. AI research evidence record anthropic:c1
    91. AI research evidence record google:c2
    92. AI research evidence record anthropic:c10
    93. AI research evidence record openai:c8
    94. AI research evidence record openai:c9

Verify this research

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

Study date
Aug 13, 2026
Platforms analyzed
7
Source records
30
Ranking mentions
2 of 7
Platform share
29%
Final consensus rank
#3

Research trail and source mix

Platforms

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

Source mix

16 independent · 5 company-owned · 9 unclear

Evidence support

27 direct · 3 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 9de0faf8ecd8dc24a8a2ee27b14575886409c0b0daced02c67ae92269dd10498