Life Insurance
Consensus Index

AI Consensus Fit Review

Guardian Life Insurance Company of America Whole Life Insurance Paid Up by Age 65 Fit Review

Guardian Life Insurance Company of America is a mixed-to-good fit for Whole Life Insurance Paid Up by Age 65.

Research: 2026-09-207 usable platform responsesRead the methodology ↗

Share

Answer Capsule

Guardian Life Insurance Company of America is a mixed-to-good fit for Whole Life Insurance Paid Up by Age 65. Five of seven platforms named Guardian during ranking discovery, and it finished with an average listed rank of 2.4 and a best rank of 1. The strongest reason to consider it is that multiple platforms identified a Guardian Life Paid-Up at 65 (L65) limited-payment whole life design, backed by a mutual insurer with a long dividend record and high reported financial-strength ratings. The main limitation is verification: Guardian's own public pages describe limited-payment whole life generally, and platforms disagreed about whether L65 is a current, standardized, nationwide product. Exact premiums, guaranteed values, and state availability require a licensed representative and a state-specific illustration.

Research Snapshot

FieldFinding
Platform mentions in ranking stage5 of 7 platforms (anthropic, deepseek, google, grok, perplexity)
Share of included platform responses71.4%
Average listed rank2.4
Best listed rank1 (perplexity)
Relevant product/model/planLife Paid-Up at 65 (L65); also described as limited-payment whole life with 10-pay, 15-pay, and 20-pay structures
Overall use-case fitMixed to good; platform fit ratings ranged from "uncertain" (kimi) to "strong" (anthropic, google, grok)
Research date2026-09-20

Why Guardian Life Insurance Company of America Qualified for This Study

Questions This Section Answers

  • Why did Guardian Life Insurance Company of America qualify for a Whole Life Insurance Paid Up by Age 65 ranking?
  • How many AI platforms named Guardian Life Insurance Company of America for paid-up-by-65 whole life coverage?

Guardian qualified because five of the seven included platforms named it during ranking discovery, and every platform that named it placed it in the top five. Perplexity ranked it first, while anthropic, google, and grok each ranked it second; deepseek placed it fifth. That produced an average listed rank of 2.4 and a 71.4% share of included platform responses.

Qualification was driven by product match rather than general brand strength. Multiple platforms identified a Guardian limited-payment whole life design intended to complete scheduled premiums at approximately age 65, and several named it explicitly as Life Paid-Up at 65 (L65) [1]. Guardian's own whole life page describes lifelong coverage, guaranteed level premiums, cash value, and limited-payment whole life with premiums payable for a fixed period [8].

The qualification is not unanimous on product specifics. OpenAI's research concluded that Guardian is a mixed fit because current public materials do not clearly confirm a standardized L65 contract, while kimi rated the fit uncertain for the same reason. Guardian's public pages reviewed describe limited-payment whole life generally and reference set-period options such as 10 or 20 years rather than confirming each named structure [8].

The Product, Model, Plan, or Service Most Relevant to Whole Life Insurance Paid Up by Age 65

Questions This Section Answers

  • Which Guardian Life Insurance Company of America plan is most relevant for a buyer who wants premiums completed by age 65?
  • Does Guardian Life Insurance Company of America offer a true Life Paid-Up at 65 (L65) policy, or only 10-pay, 15-pay, and 20-pay limited-pay whole life?

The most relevant offer is Guardian participating whole life insurance written with a limited-payment design intended to complete scheduled premiums by approximately age 65, most often described by platforms as Life Paid-Up at 65 (L65). Guardian's own materials describe limited-payment whole life as having level premiums payable for a fixed period and state that the policy is guaranteed paid up after the payment period [11].

Platforms also consistently describe adjacent limited-pay structures. Anthropic, deepseek, kimi, and grok all reference 10-pay, 15-pay, and 20-pay whole life options alongside an age-65 design [15]. Google's research cites a Guardian product table listing Life Paid-Up at 65 (L65) and identifies policy form 19-L65 [21].

The product identity is the central uncertainty in this review. An independent agent product guide describes L65 as a permanent participating whole life plan with a guaranteed level death benefit, level premiums payable to age 65, and a maturity date at the anniversary nearest attained age 121 [23]. That guide is dated 2019, so it establishes the design existed but does not confirm current 2026 sale status, form number, or nationwide availability. OpenAI and kimi both flagged this gap explicitly, and perplexity noted that public pages do not fully confirm whether the current retail offering is labeled L65 in all channels or bundled under broader limited-pay branding.

What the AI Platforms Agreed About

Questions This Section Answers

  • What do AI platforms agree on about Guardian Life Insurance Company of America for Whole Life Insurance Paid Up by Age 65?
  • Is Guardian Life Insurance Company of America considered financially strong for a lifetime paid-up-by-65 policy?

Platforms agreed on four points.

First, the design match. Every platform that named Guardian connected it to a limited-payment whole life structure with premiums ending at or near age 65, and none described Guardian as lacking a relevant product [28].

Second, lifetime coverage after the payment period. Platforms agreed that a paid-up limited-payment whole life policy continues coverage for life with no further premiums due once the payment period ends, subject to the policy remaining in force [33].

Third, guaranteed values. Guardian states that whole life premiums are guaranteed not to increase and that guarantees depend on timely payment of required premiums and the insurer's claims-paying ability [36]. Guardian also states that whole life death benefits are guaranteed never to decrease and that guaranteed cash value grows until it equals the face amount at age 100 or 121 [38].

Fourth, mutual structure and dividends. Guardian is a mutual insurer, and platforms agreed that eligible participating policyholders may receive annual dividends that are not guaranteed [37]. Guardian reports paying dividends every year since 1868 [45]. Independent reviews report a 2026 dividend allocation of $1.7 billion at a 6.25% dividend interest rate, up from 6.10% in 2025 [47].

Financial strength drew broad but not universal agreement. Guardian's own financial-highlights page reports A++ from AM Best, Aa1 from Moody's, and AA+ from S&P [41]. Independent reviews cite A++ from AM Best [51], and one comparison document shows A++ from AM Best plus AA+ from S&P and Fitch [53]. Anthropic's research flagged a rating conflict: one A.M. Best archive item cited A+ while multiple 2026 reviews cite A++, suggesting the A+ reference may be outdated. Perplexity's research did not use an independent source to verify ratings for this assessment.

Where the AI Platforms Disagreed or Were Uncertain

Questions This Section Answers

  • Is Guardian Life Insurance Company of America's L65 product currently available, or is that unverified?
  • How do AI platforms disagree about Guardian Life Insurance Company of America's fit for paid-up-by-65 whole life?

Fit ratings diverged sharply. Anthropic, google, and grok rated Guardian a strong fit. Deepseek and perplexity rated it good. OpenAI rated it mixed. Kimi rated it uncertain. That spread reflects one unresolved question: whether a current, standardized, purchasable L65 contract exists.

The product-verification conflict is the most consequential disagreement. Anthropic, deepseek, google, grok, and perplexity treated L65 as an available Guardian product, citing agent guides, product tables, and independent reviews [54]. OpenAI concluded that current Guardian public pages describe limited-payment whole life generally and do not clearly confirm each named structure. Kimi stated that Guardian's current 2026 offering of a specific Life Paid-Up at 65 product cannot be verified from public web sources and that only general limited-pay whole life is confirmed. Perplexity noted that not all current public pages confirm the exact form number or active sale status.

Pricing transparency was a shared limitation rather than a disagreement. No platform retrieved a Guardian-specific L65 premium. OpenAI, deepseek, grok, perplexity, and kimi all reported low pricing confidence. Guardian's general cost page shows example prices but no posted L65 price [59].

Competitive positioning produced a second disagreement. Anthropic's research cited independent reviews stating Guardian's illustrated cash value often trails MassMutual, and that buyers whose only metric is illustrated cash value may prefer MassMutual (6.60%) or New York Life (6.40%) over Guardian (6.25%) [60]. Google's research, by contrast, described L65 as exceptional and top-tier. Neither position is independently verified here.

Issue-age eligibility was also unresolved. Deepseek and kimi both noted that most insurers will not issue a new age-65 policy to applicants older than roughly 55 to 60, because too few payment years remain to fund the policy [55]. Guardian's specific maximum issue age for L65 was not confirmed in any retrieved source.

Use-Case-Specific Features and Capabilities

Questions This Section Answers

  • What features does Guardian Life Insurance Company of America's paid-up-by-65 whole life policy include for retirement coverage?
  • Which riders can a buyer add to Guardian Life Insurance Company of America's L65 policy?

The core capability is premium cessation at 65 with coverage continuing for life. Guardian describes limited-payment whole life as guaranteed paid up after the payment period [64]. The independent product guide states L65 premiums are level and payable to age 65, with a guaranteed level death benefit [67].

Cash value is the second capability. Guardian states whole life builds cash value and that cash surrender value equals guaranteed cash value plus accumulated dividends [69]. Guardian notes some policies may have no cash value in the first two years and may not pay a dividend until the third year [71].

Dividend options are the third. Platforms describe paid-up additions as a common dividend application, along with premium reduction and cash [72]. Guardian's dividend manual is cited for dividend options applicable to L65 [73].

Riders are the fourth. Platforms reference a Waiver of Premium rider with premiums payable until age 65 [75], Guaranteed Insurability, Paid-Up Additions, Accidental Death [76], a Long Term Care Services Rider allowing acceleration of death benefit when the insured cannot perform 2 of 6 Activities of Daily Living [77], and an Index Participation Feature rider linking a portion of paid-up additions dividends to S&P 500 performance with a 10.5% cap and 4% floor [78]. Guardian states riders may incur additional costs and may not be available in all states [80].

Policy loans are the fifth. Guardian's loan interest rate is cited at 6% until age 65 or after the 20th policy year, then 4%, with a variable option available in year 10 [81]. Guardian uses direct recognition, meaning loans affect dividend calculations, though the full adjustment formula was not retrieved [82].

Pricing, Fees, Contracts, and Ongoing Costs

Questions This Section Answers

  • How much does Guardian Life Insurance Company of America's paid-up-by-65 whole life policy cost per month?
  • What fees, loan rates, and surrender terms apply to Guardian Life Insurance Company of America's L65 policy?

No platform retrieved a Guardian-specific L65 premium, and pricing confidence was low across openai, deepseek, grok, perplexity, and kimi. Guardian states that whole life rates depend on age, health, and coverage amount, which supports the need for individualized underwriting and a state-specific illustration [83]. Guardian's general cost page shows example prices but no posted L65 price [84].

Industry benchmarks are the only cost anchors available. Limited-pay whole life policies cost 25% to 200% more than standard whole life because premiums are compressed into a shorter period [85]. One industry example cited a $100,000 10-pay policy at roughly $194 per month for a 45-year-old female non-smoker and roughly $349 per month for a 55-year-old male non-smoker, explicitly labeled industry averages rather than Guardian quotes [85]. Anthropic cited a sample rate for a 25-year-old female with a 15-pay structure at approximately $144.55 per month for a $250,000 policy, also labeled an example and not a current rate guarantee.

Guardian's average annual premium is reported at $395, more than 3% above the industry average of $382 [87]. That figure is a company-level average, not an L65 rate.

Contract terms reported by platforms include a $25,000 minimum face amount for whole life generally, with L65-specific minimums not isolated, a maturity date at the anniversary nearest attained age 121 [88], and surrender charges that may apply if the policy is cancelled within the first 10 to 15 years [85]. Guardian's terms page states that products may not be available in all areas of the United States and that Guardian reserves the right to determine availability and eligibility (official:C2).

Tax risk is a recurring cost consideration. Adding large amounts of paid-up additions may create a Modified Endowment Contract [89]. MEC status is triggered by violating the seven-pay test, is irreversible once triggered, and subjects distributions to last-in-first-out ordinary income treatment, with a 10% federal penalty on the gain portion before age 59½ [90].

Best Suited For

Questions This Section Answers

  • Who is Guardian Life Insurance Company of America's paid-up-by-65 whole life policy best for?
  • Is Guardian Life Insurance Company of America a good choice for a working consumer who wants no premiums after retirement?

Guardian is best suited to working consumers, roughly ages 30 to 60, who want permanent coverage with scheduled premiums completed by retirement and who can sustain relatively high premiums through the payment period [96]. Platforms consistently placed buyers who prioritize guaranteed lifetime coverage, guaranteed cash value, and dividend participation from a mutual insurer in this group.

It also suits buyers who want an established insurer with a long dividend record. Guardian reports dividends paid every year since 1868 and a 2026 dividend allocation of $1.7 billion at a 6.25% rate [97]. Buyers who value estate planning and wealth transfer objectives with lifetime death benefit protection were also named as a fit.

Finally, it suits buyers willing to obtain and compare an individualized illustration rather than relying on public marketing descriptions. Every platform that rated Guardian favorably attached that condition.

Probably Not Best Suited For

Questions This Section Answers

  • Who should not choose Guardian Life Insurance Company of America for Whole Life Insurance Paid Up by Age 65?
  • Is Guardian Life Insurance Company of America a poor fit for buyers who want the lowest premium or online purchase?

Guardian is probably not the best fit for buyers whose primary objective is the lowest-cost death benefit. Term insurance is less expensive for income replacement, and standard life-pay whole life provides more coverage for the same premium outlay. Guardian's average annual premium runs above the industry average [100].

It is also a poor fit for buyers who want direct online purchase. Guardian does not offer direct online purchase for permanent policies, and whole life requires consultation with a licensed representative [101]. Buyers who need publicly confirmed, standardized L65 pricing before engaging a carrier are also poorly served, since no platform retrieved a posted L65 premium.

Buyers planning major cash value withdrawals before age 59½ without MEC analysis should look elsewhere or restructure. Buyers who may need flexible premiums or who cannot maintain the scheduled commitment are also mismatched, because the premium schedule cannot be altered after issue. Buyers already near or over age 55 to 60 may find the funding period too short or the product unavailable [102].

When Another Option May Be Better

Questions This Section Answers

  • What is a better alternative to Guardian Life Insurance Company of America for a buyer who wants higher illustrated cash value?
  • When should a buyer choose term or universal life instead of Guardian Life Insurance Company of America's L65 policy?

Another option may be better in five situations.

When illustrated cash value is the sole metric. Independent reviews state Guardian's cash value illustrations are competitive but often trail MassMutual, and that buyers optimizing purely on illustrated cash value may prefer MassMutual (6.60%) or New York Life (6.40%) over Guardian (6.25%) [104]. OpenAI recommended comparing New York Life, MassMutual, Northwestern Mutual, and Penn Mutual when the buyer wants multiple mutual-insurer illustrations for an explicitly age-65 paid-up design.

When the buyer mainly needs affordable income replacement. Term insurance is less expensive and better suited to temporary needs.

When premium flexibility matters more than a fixed schedule. Universal life allows adjustable premiums and death benefits, while limited-pay whole life does not.

When the buyer wants published, transparent pricing before applying. Perplexity noted that another insurer with posted age-65 illustrations may be easier to compare.

When the buyer is older. Deepseek and kimi both noted that standard whole life or final expense coverage may be the only available permanent options past roughly age 55 to 60.

Questions to Verify Before Buying

Questions This Section Answers

  • What should a buyer confirm with Guardian Life Insurance Company of America before signing an L65 contract?
  • How can a buyer verify Guardian Life Insurance Company of America's guaranteed values versus dividend assumptions?

Confirm whether a true limited-payment whole life policy with scheduled premiums ending at age 65 is available in your state and at your issue age, and get the exact legal policy form, premium-paying period, maturity age, and guaranteed paid-up status.

Request guaranteed death benefits, cash values, surrender values, and total premiums by policy year through and after age 65, and identify which values are guaranteed versus dividend-based. Ask what happens if premiums stop before age 65, and whether automatic premium-loan or reduced-paid-up provisions apply.

Ask how dividends are applied by default, whether paid-up additions are the default, and how the structure avoids MEC status under the seven-pay test. Request both guaranteed and current-assumption illustrations.

Confirm the policy loan interest rate, the direct recognition dividend adjustment formula, surrender charge schedule, withdrawal rules, and tax consequences. Ask whether the Waiver of Premium rider truly waives premiums until the policy is fully paid at 65 or has a maximum waive period.

Verify current financial-strength ratings against rating-agency records for the issuing legal entity, since one source cited A+ while multiple 2026 reviews cite A++ [106]. Finally, compare Guardian's illustration against at least two competing mutual insurers on guaranteed values, premiums, break-even year, and projected values.

Final AI Consensus Verdict

Guardian Life Insurance Company of America is a reasonable but not fully verified fit for Whole Life Insurance Paid Up by Age 65. Five of seven platforms named it, at an average listed rank of 2.4 and a best rank of 1. Platform fit ratings ranged from uncertain to strong, with the split driven almost entirely by whether a current, standardized L65 contract could be confirmed from public sources.

The case for Guardian rests on a design match that multiple platforms identified, a mutual structure with a dividend record dating to 1868, reported high financial-strength ratings, and guaranteed lifetime coverage after the payment period. The case against relying on it without verification rests on missing public pricing, an unconfirmed current L65 form and nationwide availability, MEC risk in limited-pay structures, above-average premiums, and no direct online purchase path.

Buyers should treat Guardian as a serious candidate only after a licensed representative confirms the exact age-65 limited-payment contract for their state, age, and underwriting class, and supplies a state-specific illustration that separates guaranteed values from dividend assumptions. Buyers optimizing purely on illustrated cash value or lowest cost should compare MassMutual and New York Life before deciding. This review sits within the broader Whole Life Insurance Paid Up by Age 65 consensus, which covers how Guardian compares with other carriers on this use case.

How This Review Was Produced

This review used seven AI platform responses collected for the Whole Life Insurance Paid Up by Age 65 study, with an authoritative run research date of 2026-09-20. Each platform evaluated Guardian's fit for the use case and supplied citations. Platform mentions in the ranking stage count only platforms that named Guardian during ranking discovery, which was five of seven. All seven platforms evaluated fit.

Fit ratings were recorded as supplied: anthropic strong, google strong, grok strong, deepseek good, perplexity good, openai mixed, and kimi uncertain. No platform performed independent verification of Guardian's pricing, contract terms, or product availability. Citations are platform-reported evidence, not independently verified facts.

Methodology Limitations

Several limitations apply. The supplied URLs were collected from platform responses and were not independently validated by the writer stage. Platform-reported research dates (2026-09-21) differ from the authoritative run date (2026-09-20); platform dates are provenance metadata and do not independently prove freshness.

The deterministic identity audit noted that one or more fetched domains were not corroborated by brand-name or site-identity metadata and were not used as official identity signals, and that company-name variants were collapsed onto one canonical brand before minimum-mentions qualification. Official-page excerpts were retrieved but not verified, and missing excerpts should not be read as proof of absence.

Conflicting product names, pricing, and capabilities were not resolved by guessing. The L65 product name, form number, current sale status, and nationwide availability remain unconfirmed. No applicant-specific premium, guaranteed cash-value schedule, dividend scale, surrender schedule, or internal rate-of-return comparison was publicly verifiable. Deepseek's research capability record shows search disabled, so its claims rely on model knowledge plus supplied context and require verification before being treated as current facts. Platform agreement does not prove product quality.

Sources

Company-Owned Sources

  • Life Product Overview • Whole Life • High Early Cash Value Products: https://static.fmgsuite.com/media/documents/974a924c-ce59-4462-a086-5ac91a22685a.pdf
  • Financial and investment highlights: https://www.guardianlife.com/financial-highlights
  • Cash Value Life Insurance Explained: https://www.guardianlife.com/life-insurance/cash-value
  • How Much Does Life Insurance Cost in 2025?: https://www.guardianlife.com/life-insurance/cost
  • What is the Cash Surrender Value of Life Insurance?: https://www.guardianlife.com/life-insurance/surrender
  • Whole Life Insurance | Guardian: https://www.guardianlife.com/whole-life-insurance
  • Official pricing and terms source: https://www.guardianlife.com
  • Official pricing and terms source: https://www.guardianlife.com/terms-conditions
  • Additional AI research evidence106 records
    1. AI research evidence record anthropic:1-1
    2. AI research evidence record anthropic:4-2
    3. AI research evidence record anthropic:9-2
    4. AI research evidence record google:1.1.4
    5. AI research evidence record google:2.1.1
    6. AI research evidence record grok:0
    7. AI research evidence record perplexity:c2
    8. AI research evidence record openai:c1
    9. AI research evidence record perplexity:c1
    10. AI research evidence record perplexity:c5
    11. AI research evidence record openai:c1
    12. AI research evidence record grok:1
    13. AI research evidence record grok:4
    14. AI research evidence record perplexity:c1
    15. AI research evidence record anthropic:1-1
    16. AI research evidence record anthropic:9-2
    17. AI research evidence record anthropic:15-1
    18. AI research evidence record deepseek:c2
    19. AI research evidence record kimi:3
    20. AI research evidence record grok:0
    21. AI research evidence record google:1.1.4
    22. AI research evidence record google:2.2.3
    23. AI research evidence record anthropic:4-2
    24. AI research evidence record anthropic:29-8
    25. AI research evidence record anthropic:29-9
    26. AI research evidence record anthropic:29-10
    27. AI research evidence record perplexity:c2
    28. AI research evidence record anthropic:1-1
    29. AI research evidence record deepseek:c1
    30. AI research evidence record google:1.1.4
    31. AI research evidence record grok:0
    32. AI research evidence record perplexity:c2
    33. AI research evidence record deepseek:c3
    34. AI research evidence record grok:4
    35. AI research evidence record perplexity:c1
    36. AI research evidence record openai:c1
    37. AI research evidence record openai:c2
    38. AI research evidence record anthropic:31-1
    39. AI research evidence record anthropic:31-4
    40. AI research evidence record anthropic:31-5
    41. AI research evidence record openai:c3
    42. AI research evidence record anthropic:31-9
    43. AI research evidence record anthropic:33-7
    44. AI research evidence record grok:1
    45. AI research evidence record anthropic:31-10
    46. AI research evidence record anthropic:25-7
    47. AI research evidence record anthropic:20-4
    48. AI research evidence record anthropic:25-9
    49. AI research evidence record anthropic:25-10
    50. AI research evidence record grok:9
    51. AI research evidence record anthropic:19-1
    52. AI research evidence record anthropic:20-1
    53. AI research evidence record google:3.2.3
    54. AI research evidence record anthropic:4-2
    55. AI research evidence record deepseek:c1
    56. AI research evidence record google:1.1.4
    57. AI research evidence record grok:2
    58. AI research evidence record perplexity:c2
    59. AI research evidence record perplexity:c6
    60. AI research evidence record anthropic:16-20
    61. AI research evidence record anthropic:16-25
    62. AI research evidence record kimi:1
    63. AI research evidence record kimi:2
    64. AI research evidence record grok:1
    65. AI research evidence record grok:4
    66. AI research evidence record perplexity:c1
    67. AI research evidence record anthropic:29-8
    68. AI research evidence record anthropic:29-9
    69. AI research evidence record perplexity:c3
    70. AI research evidence record perplexity:c4
    71. AI research evidence record openai:c2
    72. AI research evidence record anthropic:31-9
    73. AI research evidence record google:2.2.2
    74. AI research evidence record grok:9
    75. AI research evidence record anthropic:2-10
    76. AI research evidence record anthropic:16-10
    77. AI research evidence record google:3.1.6
    78. AI research evidence record anthropic:16-11
    79. AI research evidence record google:3.2.1
    80. AI research evidence record anthropic:33-3
    81. AI research evidence record anthropic:34-11
    82. AI research evidence record anthropic:5-1
    83. AI research evidence record openai:c4
    84. AI research evidence record perplexity:c6
    85. AI research evidence record deepseek:c2
    86. AI research evidence record kimi:2
    87. AI research evidence record anthropic:23-16
    88. AI research evidence record anthropic:29-10
    89. AI research evidence record anthropic:34-2
    90. AI research evidence record anthropic:34-3
    91. AI research evidence record anthropic:34-4
    92. AI research evidence record anthropic:38-10
    93. AI research evidence record anthropic:38-11
    94. AI research evidence record anthropic:38-12
    95. AI research evidence record anthropic:44-5
    96. AI research evidence record deepseek:c1
    97. AI research evidence record anthropic:31-10
    98. AI research evidence record anthropic:25-9
    99. AI research evidence record anthropic:25-10
    100. AI research evidence record anthropic:23-16
    101. AI research evidence record anthropic:10-7
    102. AI research evidence record deepseek:c1
    103. AI research evidence record kimi:1
    104. AI research evidence record anthropic:16-20
    105. AI research evidence record anthropic:16-25
    106. AI research evidence record openai:c3

Independent Sources

Other Sources

  • Core Whole Life and Limited Pay Whole Life (2019 Series: https://centurionagencyltd.com/guardian_whole_life_product_agent_guide_12-2019.pdf
  • Additional AI research evidence106 records
    1. AI research evidence record anthropic:1-1
    2. AI research evidence record anthropic:4-2
    3. AI research evidence record anthropic:9-2
    4. AI research evidence record google:1.1.4
    5. AI research evidence record google:2.1.1
    6. AI research evidence record grok:0
    7. AI research evidence record perplexity:c2
    8. AI research evidence record openai:c1
    9. AI research evidence record perplexity:c1
    10. AI research evidence record perplexity:c5
    11. AI research evidence record openai:c1
    12. AI research evidence record grok:1
    13. AI research evidence record grok:4
    14. AI research evidence record perplexity:c1
    15. AI research evidence record anthropic:1-1
    16. AI research evidence record anthropic:9-2
    17. AI research evidence record anthropic:15-1
    18. AI research evidence record deepseek:c2
    19. AI research evidence record kimi:3
    20. AI research evidence record grok:0
    21. AI research evidence record google:1.1.4
    22. AI research evidence record google:2.2.3
    23. AI research evidence record anthropic:4-2
    24. AI research evidence record anthropic:29-8
    25. AI research evidence record anthropic:29-9
    26. AI research evidence record anthropic:29-10
    27. AI research evidence record perplexity:c2
    28. AI research evidence record anthropic:1-1
    29. AI research evidence record deepseek:c1
    30. AI research evidence record google:1.1.4
    31. AI research evidence record grok:0
    32. AI research evidence record perplexity:c2
    33. AI research evidence record deepseek:c3
    34. AI research evidence record grok:4
    35. AI research evidence record perplexity:c1
    36. AI research evidence record openai:c1
    37. AI research evidence record openai:c2
    38. AI research evidence record anthropic:31-1
    39. AI research evidence record anthropic:31-4
    40. AI research evidence record anthropic:31-5
    41. AI research evidence record openai:c3
    42. AI research evidence record anthropic:31-9
    43. AI research evidence record anthropic:33-7
    44. AI research evidence record grok:1
    45. AI research evidence record anthropic:31-10
    46. AI research evidence record anthropic:25-7
    47. AI research evidence record anthropic:20-4
    48. AI research evidence record anthropic:25-9
    49. AI research evidence record anthropic:25-10
    50. AI research evidence record grok:9
    51. AI research evidence record anthropic:19-1
    52. AI research evidence record anthropic:20-1
    53. AI research evidence record google:3.2.3
    54. AI research evidence record anthropic:4-2
    55. AI research evidence record deepseek:c1
    56. AI research evidence record google:1.1.4
    57. AI research evidence record grok:2
    58. AI research evidence record perplexity:c2
    59. AI research evidence record perplexity:c6
    60. AI research evidence record anthropic:16-20
    61. AI research evidence record anthropic:16-25
    62. AI research evidence record kimi:1
    63. AI research evidence record kimi:2
    64. AI research evidence record grok:1
    65. AI research evidence record grok:4
    66. AI research evidence record perplexity:c1
    67. AI research evidence record anthropic:29-8
    68. AI research evidence record anthropic:29-9
    69. AI research evidence record perplexity:c3
    70. AI research evidence record perplexity:c4
    71. AI research evidence record openai:c2
    72. AI research evidence record anthropic:31-9
    73. AI research evidence record google:2.2.2
    74. AI research evidence record grok:9
    75. AI research evidence record anthropic:2-10
    76. AI research evidence record anthropic:16-10
    77. AI research evidence record google:3.1.6
    78. AI research evidence record anthropic:16-11
    79. AI research evidence record google:3.2.1
    80. AI research evidence record anthropic:33-3
    81. AI research evidence record anthropic:34-11
    82. AI research evidence record anthropic:5-1
    83. AI research evidence record openai:c4
    84. AI research evidence record perplexity:c6
    85. AI research evidence record deepseek:c2
    86. AI research evidence record kimi:2
    87. AI research evidence record anthropic:23-16
    88. AI research evidence record anthropic:29-10
    89. AI research evidence record anthropic:34-2
    90. AI research evidence record anthropic:34-3
    91. AI research evidence record anthropic:34-4
    92. AI research evidence record anthropic:38-10
    93. AI research evidence record anthropic:38-11
    94. AI research evidence record anthropic:38-12
    95. AI research evidence record anthropic:44-5
    96. AI research evidence record deepseek:c1
    97. AI research evidence record anthropic:31-10
    98. AI research evidence record anthropic:25-9
    99. AI research evidence record anthropic:25-10
    100. AI research evidence record anthropic:23-16
    101. AI research evidence record anthropic:10-7
    102. AI research evidence record deepseek:c1
    103. AI research evidence record kimi:1
    104. AI research evidence record anthropic:16-20
    105. AI research evidence record anthropic:16-25
    106. AI research evidence record openai:c3

Verify this research

Check when the research was run, which platforms were included, and what supports the findings.

Study date
September 20, 2026
Platforms analyzed
7
Source records
40
Ranking mentions
5 of 7
Platform share
71%
Final consensus rank
#3

Behind the findings

Platforms in this study

  • ChatGPT
  • Claude
  • DeepSeek
  • Grok
  • Perplexity
  • Kimi
  • Gemini

Source records

22 independent · 16 company-owned · 2 unclear

Evidence support

22 direct · 5 partial

Keep in mind

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

Technical verification details

Use this SHA-256 fingerprint to identify the source snapshot associated with this study.

43a22912b069305a471867fbb38d5bf26986120532a7566dec18c064aaa54853