AI Consensus Fit Review

Safe Step Walk-In Tub 28×51 Model for Compact Space & Small Bathrooms: AI Consensus Fit Review

The Safe Step Walk-In Tub 28×51 Model is a good but not fully verified fit for compact bathrooms.

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Answer Capsule

The Safe Step Walk-In Tub 28×51 Model is a good but not fully verified fit for compact bathrooms. Two of seven AI platforms (Anthropic and DeepSeek) named this model during the ranking stage, representing 29% of platform responses. The strongest reason to consider it is its narrow 28-inch width, which sits at the low end of standard walk-in tub sizing and can fit many standard tub alcoves without major layout changes. The main limitation is verification: Safe Step does not publicly publish model-specific details for door swing clearance, seat width, threshold height, or installed pricing, so buyers cannot confirm fit for unusually narrow layouts without an in-home consultation. The model is best suited for homeowners replacing a conventional tub in a roughly 5-foot alcove who prioritize professional installation and integrated safety features over absolute space minimization.

Research Snapshot

MetricValue
Platform mentions in ranking stage2 of 7 platforms (Anthropic, DeepSeek)
Share of included platform responses29% (2 of 7)
Average listed rank5.0
Best listed rank1 (DeepSeek)
Relevant product/model/planSafe Step Walk-In Tub 28″ W × 51″ L × 38.5″ H (Popular Standard Model)
Overall use-case fitGood (4 platforms), Mixed (2 platforms), Uncertain (1 platform)
Research date2026-08-11

Why Safe Step Walk-In Tub 28×51 Model Qualified for This Study

The Safe Step Walk-In Tub 28×51 Model qualified because its published exterior dimensions—28 inches wide by 51 inches long by 38.5 inches high—fall within the compact range for walk-in tubs. Industry standards indicate compact walk-in tubs typically measure 48–52 inches long and 26–28 inches wide, placing the 28-inch width at the minimum standard for this category [1]. The 51-inch length is close to conventional bathtub dimensions, which may reduce major layout changes in some replacements [3]. Two platforms named this specific model during the ranking stage, with DeepSeek ranking it first overall for the compact space use case.

The Product, Model, Plan, or Service Most Relevant to Compact Space & Small Bathrooms

The most relevant product is the Safe Step Walk-In Tub 28″ W × 51″ L × 38.5″ H, described by Safe Step as its "most popular model" [4]. The ranking stage also referenced two other Safe Step configurations: the Model 300 – Small Space Edition (52″ × 32″, 17″ seat) and the SS-200 (52″W × 32″D). However, Safe Step's official dimensions page does not clearly confirm these model numbers, and the exact relationship between the ranking-stage product names and the official dimensions page is unclear [5]. Safe Step also offers a smaller compact option at 47 inches long × 28 inches wide, meaning the 28×51 model is not the smallest listed configuration [5].

What the AI Platforms Agreed About

The 28-inch width is a genuine compact-space advantage

Four platforms rated the exterior footprint as an advantage for small bathrooms. The 28-inch width is at the narrow end of standard walk-in tub sizing and aligns with the minimum standard for compact models [9]. This width is designed to fit through standard doorways, with industry guidance noting that most walk-in tubs at 28–32 inches wide fit through standard interior doors [10]. The 51-inch length maintains a footprint closer to standard tubs than smaller compact models, potentially reducing bathroom layout disruption [12].

The 28×51 model is not Safe Step's smallest option

All platforms that addressed sizing noted that Safe Step offers a smaller 47×28 compact configuration [13]. This means buyers with very tight spaces—particularly alcoves under 51 inches in length—should consider the smaller model instead. Grok rated the overall fit as "mixed" specifically because the 28×51 is the standard/average size rather than the most compact option [14].

Pricing is quote-only and not publicly transparent

All seven platforms agreed that Safe Step does not publish model-specific pricing online. The company requires an in-home consultation to provide a quote [16]. Independent estimates of installed pricing vary widely: approximately $5,000–$15,000+ [19], $2,500–$20,000 [20], $5,000–$20,000 [17], and $3,000–$15,000+ [18]. None of these ranges are official prices, and none apply specifically to the 28×51 model.

Key specifications are unverified for this exact model

All platforms flagged that Safe Step does not publicly verify model-specific details for the 28×51 configuration. Specifically unverified: exact seat width, step-in threshold height, door swing clearance requirements, and fill/drain times [13]. This limits confident fit assessment for constrained layouts.

The inward-swinging door is favorable for compact spaces

Safe Step specifies an inward-swinging door that is 20.5 inches wide on standard models [23]. This design requires less clearance in front of the tub than outward-swinging alternatives, which is advantageous in tight bathrooms [23]. However, inward-swinging doors may create interior space constraints when opened inside the tub [23].

Where the AI Platforms Disagreed or Were Uncertain

Overall fit rating: Good vs. Mixed vs. Uncertain

Four platforms (OpenAI, Anthropic, DeepSeek, Google) rated the fit as "good," two platforms (Grok, Kimi) rated it "mixed," and one platform (Perplexity) rated it "uncertain." The disagreement centers on whether the 28×51 model is sufficiently compact for the use case. Platforms rating it "good" emphasized the narrow width and standard-length footprint; platforms rating it "mixed" or "uncertain" noted that the model is not the smallest available and that key specifications are unverified.

Step-in threshold height: 4 inches claimed but not independently verified

Anthropic cited a 4-inch step-in height for Safe Step tubs, referencing both company materials and an independent source [25]. However, OpenAI and DeepSeek both noted that the reviewed dimensions page does not state a model-specific threshold height [26]. Kimi noted that American Standard is specifically cited for thresholds as low as 3 inches, and without third-party measurement, Safe Step's comparative advantage is unverified [28]. The KOHLER competitor claims a 3-inch threshold as "one of the lowest on the market," creating ambiguity about whether Safe Step's 4-inch is competitive [30].

Seat width: Industry standard vs. model-specific unknown

Industry standards suggest walk-in tub seats are approximately 17–19 inches high and 21 inches wide [31]. Safe Step's published seat dimensions vary by design from approximately 21.5 to 24.5 inches wide, but the company does not clearly identify which seat dimension applies to the 28×51 model [26]. The narrow 28-inch width may create perceived cramped seating for broader users [32].

Fill and drain speed: Claims vs. verified performance

Safe Step claims its Rapid-Fill Faucet fills up to 20% faster and its Quantum Quick Drain system drains up to 38% faster than standard models [33]. Another Safe Step page says typical draining is approximately 5–15 minutes [35]. However, no platform verified these claims for the 28×51 model specifically, and actual performance depends on household water pressure, pipe size, and drain configuration [35]. Kimi noted that Safe Step does not publish GPM fill rates or drain times for this model [28].

Water volume: Conflicting company figures

Safe Step's public pages use different water-volume figures. One FAQ page states approximately 50–70 gallons occupied and 85 gallons empty; a February 20, 2026 company article states approximately 40–60 gallons occupied and 70 gallons empty [35]. This conflict matters for small-bathroom retrofits because water-heater capacity may be inadequate.

Model naming: Three different "small" models referenced

The ranking stage referenced the 28×51 model, the Model 300 Small Space Edition (52″ × 32″), and the SS-200 (52″W × 32″D). Safe Step's official dimensions page does not clearly confirm these model numbers [26]. Kimi noted that third-party sources describe Safe Step as offering "custom sizing" rather than a fixed ultra-compact footprint, conflicting with the ranking stage's specific 28×51 model callout [28].

Use-Case-Specific Features and Capabilities

Exterior dimensions and footprint

The 28×51 model measures 28 inches wide by 51 inches long by 38.5 inches high [37]. This footprint is narrower than typical walk-in tubs, which often measure 30–32 inches wide [39]. The 51-inch length is close to conventional bathtub dimensions, potentially reducing major layout changes in some replacements [37]. Safe Step also offers a 47×28 compact option for smaller spaces [37].

Door swing clearance

Safe Step specifies an inward-swinging door that is 20.5 inches wide on standard models [42]. Inward-swinging doors require less clearance in front of the tub than outward-swinging models [42]. However, the reviewed dimensions page does not specify the required external door-swing clearance or provide a complete installation-clearance diagram for the 28×51 model [37]. Outward-swinging door options, where available, require 18–24 inches of clear floor space in front of the door arc, which can conflict with toilets or vanities in small bathrooms [43].

Seat width

Published seat dimensions vary by design from approximately 21.5 to 24.5 inches wide, but Safe Step does not clearly identify which seat dimension applies to the 28×51 model [37]. Industry standard for walk-in tub seats is approximately 21 inches wide [44]. The narrow 28-inch width may create perceived cramped seating or shoulder room for broader users [38].

Step-in threshold height

Safe Step describes a low-entry design, but the reviewed dimensions page does not state a model-specific threshold height [37]. Anthropic cited a 4-inch step-in height for Safe Step tubs [42]. Industry standard for walk-in tub thresholds is 3–7 inches, with 3 inches considered ideal accessibility [45]. KOHLER advertises a 3-inch threshold as "one of the lowest on the market" [45].

Fill and drain speed

Safe Step claims its Rapid-Fill Faucet fills up to 20% faster and its Quantum Quick Drain system drains up to 38% faster than standard models [41]. Another Safe Step page says typical draining is approximately 5–15 minutes [47]. Actual times depend on household plumbing, water-heater capacity, drain condition, and configuration [47]. Safe Step states that a standard tub uses approximately 40–60 gallons of hot water when occupied and about 70 gallons to fill empty [48].

Total installed price

Safe Step does not publish model-specific pricing and requires an in-home consultation for quotes [49]. Independent estimates of installed Safe Step pricing range from approximately $5,000–$15,000+ [52], $2,500–$20,000 [53], $5,000–$20,000 [50], and $3,000–$15,000+ [51]. Installation costs are estimated at $1,500–$10,000 depending on bathroom modifications [53] or $3,500–$5,000 [50].

Pricing, Fees, Contracts, and Ongoing Costs

Known costs

Safe Step does not publish a fixed online price for the 28×51 model [54]. Independent published estimates place installed Safe Step pricing roughly around $5,000–$15,000+ [57] or approximately $7,500–$13,000 [57]. Google's platform-reported estimate was $5,000–$20,000 including installation [55]. Anthropic's platform-reported estimate was $2,500–$20,000 for the tub with installation typically included [58]. Kimi's platform-reported estimate was $3,000–$15,000+ installed [56]. These are not official prices and may not apply to this exact model or location.

Additional fees

Potential additional costs include plumbing changes, electrical work, drain modifications, water-heater upgrades, demolition, flooring or wall repairs, permits, and optional hydrotherapy features [54]. Door frame removal may be needed for narrow doorways [59]. Hydrotherapy upgrades (air jets, whirlpool, heated seating) increase total price [56].

Contract and cancellation terms

Safe Step states that estimates include installation and a lowest-price guarantee for the specified work [54]. The company offers a lifetime warranty covering the tub, door seal, faucets, water pumps, heaters, blowers, and labor, with caulking covered under a limited two-year warranty [60]. Safe Step's Blue Rewards Program offers $750 off per person and rebates up to $1,500 for qualifying health conditions; veterans may qualify for VA grants [61]. Deposit requirements, financing terms, cancellation or rescission rights, change-order charges, installation delays, warranty transferability, and post-installation service charges are unclear from the reviewed sources [54].

Best Suited For

The Safe Step Walk-In Tub 28×51 Model is best suited for:

  • Homeowners replacing a conventional tub in a roughly 5-foot tub alcove [62]
  • Bathrooms with existing 28–32 inch-wide tub alcoves that require seamless replacement [64]
  • Narrow bathrooms in older homes, condos, or apartments [64]
  • Buyers prioritizing a professionally installed walk-in tub with integrated seat, rapid-fill, quick-drain, and optional therapeutic features [62]
  • Caregivers who need a seated bathing solution but can accommodate the tub's door and user-transfer space [62]
  • Users seeking low-step entry with compact exterior dimensions [64]

Probably Not Best Suited For

The Safe Step Walk-In Tub 28×51 Model is probably not best suited for:

  • Bathrooms narrower than the tub's approximately 28-inch exterior width [65]
  • Layouts where outward door swing or caregiver transfer clearance is restricted [65]
  • Very tight bathrooms (under 60 inches total length available) where the 47×28 compact model would be better [66]
  • Bathrooms requiring wheelchair accessibility or bariatric capacity [66]
  • Buyers with extreme height constraints (the model is 38.5 inches tall; low-ceiling spaces may require 30-inch-tall alternatives) [66]
  • Homeowners wanting maximum interior legroom for tall users (users over 5'10" may find the 51-inch length tight) [67]
  • Buyers needing transparent, itemized online pricing before scheduling an in-home consultation [65]
  • Buyers whose primary goal is maximum open floor area; a curbless shower with a fold-down or built-in seat may use space more flexibly [65]

When Another Option May Be Better

Consider alternatives in these scenarios:

  • Alcove shorter than 51 inches: Choose Safe Step's 47×28 compact model or competitors like Ella's Bubbles 26×45 [69]
  • Bathroom width under 28 inches or alcove length under 48 inches: Consider Magnus Home Products Astoria (38×39) or Aspen (46×38), Boca Petite Narrow, or American Standard 3-inch-threshold models [70]
  • Wheelchair accessibility required: Models with wider doors (32+ inches) and lower thresholds (2–4 inches) are better suited [71]
  • Very tall users (6'+): Longer models (53–60 inches) offer more interior legroom [71]
  • Ceiling height severely constrained: Some alternative brands offer models at 30 inches tall vs. Safe Step's 38.5 inches [71]
  • Immediate transparent pricing needed: Consider American Standard, Kohler, or online retailers with published pricing [72]
  • Budget-conscious buyers seeking sub-$5,000 installed pricing: Consider DIY tub kits available online [73]
  • Bariatric or weight capacity is a concern: Safe Step does not emphasize bariatric variants; specialized bariatric tub brands are better [71]

Questions to Verify Before Buying

Before purchasing the Safe Step Walk-In Tub 28×51 Model, verify the following with the company:

  1. What is the exact model number and final exterior dimensions, including flanges, trim, plumbing connections, and any hybrid-shower components? [74]
  2. What is the measured step-in threshold height for the quoted configuration? [74]
  3. What is the exact seat width, seat height, usable interior width, and maximum recommended user size? [74]
  4. Which way does the door open, and what minimum unobstructed clearance is required outside the tub? [74]
  5. What clearance is required for a caregiver to assist with transfers? [74]
  6. Will the tub fit the existing alcove without moving walls, vanity, toilet, door, or plumbing? [74]
  7. What are the guaranteed or tested fill and drain times at the home's measured water pressure, pipe size, and drain configuration? [74]
  8. Is the existing water heater adequate, and what upgrades would be charged if it is not? [74]
  9. Does the quote include demolition, haul-away, plumbing, electrical work, wall repair, flooring repair, permits, taxes, and disposal? [74]
  10. What is the complete installed price for the base model, and what is the price of each optional feature? [74]
  11. What are the deposit, financing, cancellation, refund, change-order, and installation-delay terms? [74]
  12. What exactly does the lifetime warranty cover, including labor, pumps, jets, seals, electronics, service calls, and transfer to a future homeowner? [74]
  13. Is the 28×51 model a current, in-stock standard SKU or a custom-order configuration with extended lead time? [77]
  14. Does the home electrical panel have enough capacity for hydrotherapy and heated seat options? [79]

Final AI Consensus Verdict

The AI platforms reached a majority "good fit" consensus (4 of 7 platforms) with two "mixed" ratings and one "uncertain" rating. The Safe Step Walk-In Tub 28×51 Model is a reasonable choice for compact bathrooms that have a conventional tub-length alcove and sufficient clearance for the door and user transfers. Its 28-inch width is genuinely narrow for a walk-in tub and may fit standard alcoves without major layout changes. The inward-swinging 20.5-inch door reduces external clearance requirements, and the rapid-fill and quick-drain systems address the waiting problem inherent in walk-in tubs.

However, the fit is not conclusively strong for very narrow layouts. Safe Step does not publicly provide enough model-specific information on door clearance, threshold height, installation tolerances, or installed price to confirm fit for an unusually narrow or constrained layout. The 28×51 model is not Safe Step's smallest option (the 47×28 compact model is smaller), and the 51-inch length may be tight for tall users. Buyers should obtain a measured in-home quote and compare it with a compact alternative or accessible shower before purchasing.

For the full comparison of walk-in tubs for compact spaces, see the Compact Space & Small Bathrooms consensus index. For other walk-in tub categories, browse the walk in tubs directory.

How This Review Was Produced

This review was produced by aggregating fit-research responses from seven AI platforms: OpenAI, Anthropic, DeepSeek, Grok, Perplexity, Kimi, and Google. Each platform evaluated the Safe Step Walk-In Tub 28×51 Model against six criteria: exterior dimensions and footprint, door swing clearance, seat width, step-in threshold height, fill and drain speed, and total installed price. Platform responses were collected on 2026-08-11, with one exception: DeepSeek's response is dated 2026-04-12. The authoritative research date for this study is 2026-08-11.

Each platform's response included citations to source materials. Company-owned sources (Safe Step's official pages) were distinguished from independent sources (reviews, cost guides, and industry directories). Claims supported only by company sources are labeled as company-reported or unverified rather than independently established.

Methodology Limitations

  • Platform mentions vs. evaluations: All seven platforms evaluated fit, but only two platforms (Anthropic and DeepSeek) named the Safe Step 28×51 Model during the ranking discovery stage. The other five platforms evaluated the entity after it was presented to them.
  • Platform-reported research dates differ: DeepSeek's response is dated 2026-04-12, while the authoritative run date is 2026-08-11. This date discrepancy is disclosed as a methodology limitation.
  • Source URLs not independently validated: The supplied URLs were collected from platform responses and were not independently validated by the writer stage.
  • Conflicting product names: The ranking stage referenced three different Safe Step "small" models (28×51, Model 300, SS-200), but Safe Step's official dimensions page does not clearly confirm these model numbers. This review does not resolve this conflict by guessing.
  • Conflicting pricing estimates: Independent price ranges differ materially and should be treated only as rough market estimates, not quotations for this product.
  • Unverified specifications: Seat width, threshold height, door swing clearance, and fill/drain times for the 28×51 model are not independently verified in the reviewed sources.
  • AI agreement does not prove product quality: Platform consensus reflects agreement among AI research responses, not independent product testing or customer experience verification.

Explore more walk in tubs guidance in the category directory.

Sources

Company-Owned Sources

  • Walk-In Tub Dimensions | Bathtub Specifications | KOHLER Walk-In Bath: https://www.kohlerwalkinbath.com/features/dimensions/
  • How Much Water Does a Walk-In Tub Use? | Safe Step: https://www.safesteptub.com/en-ca/blog/how-much-water-does-a-walk-in-tub-use/
  • Walk-In Tub Dimensions, Sizing & Specifications | Safe Step: https://www.safesteptub.com/products/walk-in-tub/dimensions/
  • Frequently Asked Questions | Safe Step: https://www.safesteptub.com/resources/faq/
  • Step-by-Step Walk-In Tub Design Resource Guide | Safe Step: https://www.safesteptub.com/shower-pricing/
  • Additional AI research evidence79 records
    1. AI research evidence record anthropic:c2
    2. AI research evidence record anthropic:c3
    3. AI research evidence record openai:c1
    4. AI research evidence record anthropic:c1
    5. AI research evidence record openai:c1
    6. AI research evidence record perplexity:c1
    7. AI research evidence record grok:c1
    8. AI research evidence record google:c1
    9. AI research evidence record anthropic:c2
    10. AI research evidence record anthropic:c3
    11. AI research evidence record anthropic:c4
    12. AI research evidence record anthropic:c1
    13. AI research evidence record openai:c1
    14. AI research evidence record grok:c1
    15. AI research evidence record google:c1
    16. AI research evidence record openai:c4
    17. AI research evidence record google:c2
    18. AI research evidence record kimi:c1
    19. AI research evidence record openai:c6
    20. AI research evidence record anthropic:c9
    21. AI research evidence record deepseek:c1
    22. AI research evidence record perplexity:c1
    23. AI research evidence record anthropic:c5
    24. AI research evidence record kimi:c2
    25. AI research evidence record anthropic:c5
    26. AI research evidence record openai:c1
    27. AI research evidence record deepseek:c1
    28. AI research evidence record kimi:c1
    29. AI research evidence record kimi:c2
    30. AI research evidence record anthropic:c6
    31. AI research evidence record anthropic:c7
    32. AI research evidence record anthropic:c1
    33. AI research evidence record google:c1
    34. AI research evidence record google:c3
    35. AI research evidence record openai:c2
    36. AI research evidence record openai:c3
    37. AI research evidence record openai:c1
    38. AI research evidence record anthropic:c1
    39. AI research evidence record deepseek:c1
    40. AI research evidence record grok:c1
    41. AI research evidence record google:c1
    42. AI research evidence record anthropic:c5
    43. AI research evidence record kimi:c2
    44. AI research evidence record anthropic:c7
    45. AI research evidence record anthropic:c6
    46. AI research evidence record google:c3
    47. AI research evidence record openai:c2
    48. AI research evidence record openai:c3
    49. AI research evidence record openai:c4
    50. AI research evidence record google:c2
    51. AI research evidence record kimi:c1
    52. AI research evidence record openai:c6
    53. AI research evidence record anthropic:c9
    54. AI research evidence record openai:c4
    55. AI research evidence record google:c2
    56. AI research evidence record kimi:c1
    57. AI research evidence record openai:c6
    58. AI research evidence record anthropic:c9
    59. AI research evidence record anthropic:c1
    60. AI research evidence record google:c3
    61. AI research evidence record anthropic:c10
    62. AI research evidence record openai:c1
    63. AI research evidence record google:c1
    64. AI research evidence record anthropic:c1
    65. AI research evidence record openai:c1
    66. AI research evidence record anthropic:c1
    67. AI research evidence record anthropic:c11
    68. AI research evidence record google:c2
    69. AI research evidence record grok:c1
    70. AI research evidence record kimi:c3
    71. AI research evidence record anthropic:c1
    72. AI research evidence record kimi:c1
    73. AI research evidence record google:c1
    74. AI research evidence record openai:c1
    75. AI research evidence record deepseek:c1
    76. AI research evidence record anthropic:c1
    77. AI research evidence record kimi:c1
    78. AI research evidence record google:c3
    79. AI research evidence record google:c1

Independent Sources

  • Walk-In Tub Dimensions: Perfect Fit Guide | Ella's Bubbles: https://ellasbubbles.com/walk-in-tub/walk-in-tub-dimensions/
  • Walk In Tub Dimensions: Walk-In Tub Size & Bathroom Fit: https://horow.com/blogs/guide/walk-in-tub-dimensions-walk-in-tub-size-bathroom-fit
  • Walk-In Tub Sizes: How to Choose the Perfect Fit for Your: https://modernize.com/walk-in-tubs/sizes
  • Safe Step Walk-In Tub Reviews (From First-hand Experiences: https://www.consumeraffairs.com/homeowners/safe-step-walk-in-tubs.html
  • Walk-In Tub Sizes: Standard Dimensions and Space Requirements (2026) | Consumeraffairs®: https://www.consumeraffairs.com/homeowners/walk-in-tub-sizes.html
  • What Is the Smallest Walk-In Tub Available? (2026: https://www.retirementliving.com/best-walk-in-tubs/small-walk-in-tubs
  • Safe Step Walk-In Tubs Review and Costs in 2026 - SeniorLiving.org: https://www.seniorliving.org/walk-in-tubs/safe-step-cost/
  • Safe Step Walk-In Tubs Review and Costs in 2026: https://www.seniorliving.org/walk-in-tubs/safe-step/
  • Safe Step Walk-In Tub Reviews (2026) - The Senior List: https://www.theseniorlist.com/walk-in-tubs/safe-step/review/
  • Additional AI research evidence79 records
    1. AI research evidence record anthropic:c2
    2. AI research evidence record anthropic:c3
    3. AI research evidence record openai:c1
    4. AI research evidence record anthropic:c1
    5. AI research evidence record openai:c1
    6. AI research evidence record perplexity:c1
    7. AI research evidence record grok:c1
    8. AI research evidence record google:c1
    9. AI research evidence record anthropic:c2
    10. AI research evidence record anthropic:c3
    11. AI research evidence record anthropic:c4
    12. AI research evidence record anthropic:c1
    13. AI research evidence record openai:c1
    14. AI research evidence record grok:c1
    15. AI research evidence record google:c1
    16. AI research evidence record openai:c4
    17. AI research evidence record google:c2
    18. AI research evidence record kimi:c1
    19. AI research evidence record openai:c6
    20. AI research evidence record anthropic:c9
    21. AI research evidence record deepseek:c1
    22. AI research evidence record perplexity:c1
    23. AI research evidence record anthropic:c5
    24. AI research evidence record kimi:c2
    25. AI research evidence record anthropic:c5
    26. AI research evidence record openai:c1
    27. AI research evidence record deepseek:c1
    28. AI research evidence record kimi:c1
    29. AI research evidence record kimi:c2
    30. AI research evidence record anthropic:c6
    31. AI research evidence record anthropic:c7
    32. AI research evidence record anthropic:c1
    33. AI research evidence record google:c1
    34. AI research evidence record google:c3
    35. AI research evidence record openai:c2
    36. AI research evidence record openai:c3
    37. AI research evidence record openai:c1
    38. AI research evidence record anthropic:c1
    39. AI research evidence record deepseek:c1
    40. AI research evidence record grok:c1
    41. AI research evidence record google:c1
    42. AI research evidence record anthropic:c5
    43. AI research evidence record kimi:c2
    44. AI research evidence record anthropic:c7
    45. AI research evidence record anthropic:c6
    46. AI research evidence record google:c3
    47. AI research evidence record openai:c2
    48. AI research evidence record openai:c3
    49. AI research evidence record openai:c4
    50. AI research evidence record google:c2
    51. AI research evidence record kimi:c1
    52. AI research evidence record openai:c6
    53. AI research evidence record anthropic:c9
    54. AI research evidence record openai:c4
    55. AI research evidence record google:c2
    56. AI research evidence record kimi:c1
    57. AI research evidence record openai:c6
    58. AI research evidence record anthropic:c9
    59. AI research evidence record anthropic:c1
    60. AI research evidence record google:c3
    61. AI research evidence record anthropic:c10
    62. AI research evidence record openai:c1
    63. AI research evidence record google:c1
    64. AI research evidence record anthropic:c1
    65. AI research evidence record openai:c1
    66. AI research evidence record anthropic:c1
    67. AI research evidence record anthropic:c11
    68. AI research evidence record google:c2
    69. AI research evidence record grok:c1
    70. AI research evidence record kimi:c3
    71. AI research evidence record anthropic:c1
    72. AI research evidence record kimi:c1
    73. AI research evidence record google:c1
    74. AI research evidence record openai:c1
    75. AI research evidence record deepseek:c1
    76. AI research evidence record anthropic:c1
    77. AI research evidence record kimi:c1
    78. AI research evidence record google:c3
    79. AI research evidence record google:c1

Verify this research

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

Study date
Aug 11, 2026
Platforms analyzed
7
Source records
18
Ranking mentions
2 of 7
Platform share
29%
Final consensus rank
#5

Research trail and source mix

Platforms

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

Source mix

12 independent · 6 company-owned

Evidence support

13 direct · 5 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 c67254688c43a224ab419ff2dad729abde8fe163e1abafe37fe0af4ee36adcf2