Compliance training for enterprise buyers
Asked as “compliance training platform”, and as “harassment prevention training provider”, on behalf of an enterprise B2B company. 51 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
24%
Contested · Coggno 14%
24NAVEX14Coggno14Traliant49others
24% of first choices, contested.
Since September 2026▼−1Since September 2026: 21% → 20%, −1 point. Inside the 13-point floor: within noise. Read over the models both editions asked.NAVEX held the lead, −1 point on 21%, inside the 13-point floor.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment; they sit side by side and are never added together.
Small business
EasyLlama49%Clear leader↗new leaderNew leader since September 2026: EasyLlama (51%) replaces TalentLMS (35% then, 19% now), 32 points clear, past the 13-point floor.Standing →Mid-market
Traliant22%Contested▼−4Since September 2026: 22% → 18%, −4 points. Inside the 13-point floor: within noise. Read over the models both editions asked.Standing →Enterprise
NAVEX24%Contested▼−1Since September 2026: 21% → 20%, −1 point. Inside the 13-point floor: within noise. Read over the models both editions asked.This page
EasyLlama49%Clear leader↗new leaderNew leader since September 2026: EasyLlama (51%) replaces TalentLMS (35% then, 19% now), 32 points clear, past the 13-point floor.Standing →Mid-marketTraliant22%Contested▼−4Since September 2026: 22% → 18%, −4 points. Inside the 13-point floor: within noise. Read over the models both editions asked.Standing →EnterpriseNAVEX24%Contested▼−1Since September 2026: 21% → 20%, −1 point. Inside the 13-point floor: within noise. Read over the models both editions asked.This pageThe standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince September 2026
01NAVEX24%4%47accepted challenger▼−1Since September 2026: 21% → 20%, −1 point. Inside the 13-point floor: within noise. Read over the models both editions asked.21% → 20%
NAVEX24%4%47accepted challenger▼−1Since September 2026: 21% → 20%, −1 point. Inside the 13-point floor: within noise. Read over the models both editions asked.21% → 20%02Traliant14%0%32accepted challenger▼−5Since September 2026: 16% → 11%, −5 points. Inside the 13-point floor: within noise. Read over the models both editions asked.16% → 11%
Traliant14%0%32accepted challenger▼−5Since September 2026: 16% → 11%, −5 points. Inside the 13-point floor: within noise. Read over the models both editions asked.16% → 11%03
Coggno14%0%13accepted challenger▲+4Since September 2026: 12% → 16%, +4 points. Inside the 13-point floor: within noise. Read over the models both editions asked.12% → 16%
Coggno14%0%13accepted challenger▲+4Since September 2026: 12% → 16%, +4 points. Inside the 13-point floor: within noise. Read over the models both editions asked.12% → 16%04
Docebo8%30%20criticized challenger▲+9Since September 2026: 0% → 9%, +9 points. Inside the 13-point floor: within noise. Read over the models both editions asked.0% → 9%
Docebo8%30%20criticized challenger▲+9Since September 2026: 0% → 9%, +9 points. Inside the 13-point floor: within noise. Read over the models both editions asked.0% → 9%05
KnowBe4 Compliance Plus4%7%14accepted challenger▼−5Since September 2026: 7% → 2%, −5 points. Inside the 13-point floor: within noise. Read over the models both editions asked.7% → 2%
KnowBe4 Compliance Plus4%7%14accepted challenger▼−5Since September 2026: 7% → 2%, −5 points. Inside the 13-point floor: within noise. Read over the models both editions asked.7% → 2%06
Cornerstone OnDemand4%26%23criticized challenger▼−7Since September 2026: 12% → 4%, −7 points. Inside the 13-point floor: within noise. Read over the models both editions asked.12% → 4%
Cornerstone OnDemand4%26%23criticized challenger▼−7Since September 2026: 12% → 4%, −7 points. Inside the 13-point floor: within noise. Read over the models both editions asked.12% → 4%07
Absorb LMS4%41%17criticized challenger▼−3Since September 2026: 7% → 4%, −3 points. Inside the 13-point floor: within noise. Read over the models both editions asked.7% → 4%
Absorb LMS4%41%17criticized challenger▼−3Since September 2026: 7% → 4%, −3 points. Inside the 13-point floor: within noise. Read over the models both editions asked.7% → 4%08
Skillsoft Percipio2%7%27accepted challenger▲+2Since September 2026: 0% → 2%, +2 points. Inside the 13-point floor: within noise. Read over the models both editions asked.0% → 2%
Skillsoft Percipio2%7%27accepted challenger▲+2Since September 2026: 0% → 2%, +2 points. Inside the 13-point floor: within noise. Read over the models both editions asked.0% → 2%09
SAI3602%0%15accepted challenger=heldSince September 2026: 2% → 2%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.2% → 2%
SAI3602%0%15accepted challenger=heldSince September 2026: 2% → 2%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.2% → 2%10
Ethena2%0%15accepted challenger=heldSince September 2026: 2% → 2%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.2% → 2%
Ethena2%0%15accepted challenger=heldSince September 2026: 2% → 2%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.2% → 2%11EasyLlama2%22%18accepted challenger▲+2Since September 2026: 0% → 2%, +2 points. Inside the 13-point floor: within noise. Read over the models both editions asked.0% → 2%
EasyLlama2%22%18accepted challenger▲+2Since September 2026: 0% → 2%, +2 points. Inside the 13-point floor: within noise. Read over the models both editions asked.0% → 2%12
SAP Litmos2%35%20criticized challenger=heldSince September 2026: 2% → 2%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.2% → 2%
SAP Litmos2%35%20criticized challenger=heldSince September 2026: 2% → 2%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.2% → 2%Show the one product at 0%, ordered by negative rate
13
LRN0%10%10accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.0% → 0%
LRN0%10%10accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.0% → 0%The floor is 13 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its product page.
All twenty-eight head-to-head pages: the top eight products, each against each
Traliant vs EasyLlamaTraliant vs Absorb LMSTraliant vs SC TrainingTraliant vs EmtrainTalentLMS vs BizLibraryTalentLMS vs EthenaTalentLMS vs EasyLlamaTalentLMS vs Absorb LMSTalentLMS vs SC TrainingTalentLMS vs EmtrainBizLibrary vs EthenaBizLibrary vs EasyLlamaBizLibrary vs Absorb LMSBizLibrary vs SC TrainingBizLibrary vs EmtrainEthena vs EasyLlamaEthena vs Absorb LMSEthena vs SC TrainingEthena vs EmtrainEasyLlama vs Absorb LMSEasyLlama vs SC TrainingEasyLlama vs EmtrainAbsorb LMS vs SC TrainingAbsorb LMS vs EmtrainSC Training vs Emtrain
Recommended versus criticized
Every product with at least 10 labels here, on both axes. The 30% line names a quadrant, not the verdict above: that one needs more than 40%.
Criticized challengerCriticized default
Negative label rate →
01020304050607080910111213Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01NAVEX24%
NAVEX24%02Traliant14%
Traliant14%03Coggno14%
Coggno14%04Docebo8%
Docebo8%05KnowBe4 Compliance Plus4%
KnowBe4 Compliance Plus4%06Cornerstone OnDemand4%
Cornerstone OnDemand4%07Absorb LMS4%
Absorb LMS4%08Skillsoft Percipio2%
Skillsoft Percipio2%09SAI3602%
SAI3602%10Ethena2%
Ethena2%11EasyLlama2%
EasyLlama2%12SAP Litmos2%
SAP Litmos2%13LRN0%
LRN0%What they warned about
One of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, Perplexity Sonar, Grok 4.1 Fast, Mistral Small, DeepSeek V4 Flash, Qwen 3.7 Flash, Kimi K2, GLM 4.7 FlashX, MiniMax M2.5, GPT-6 Luna and Muse Glimmer 30B changed. A high negative share on a product with few labels is a warning. A low share on a product with many labels is salience, not sentiment.
Absorb LMS41%
7 of 17 labels negative · 7 of 14 models · 2 hard negative
“**Avoid:** Most enterprise platforms (Absorb, Docebo, LearnUpon, SAP Litmos) are quote-only” Mistral Small, budget prompt
Docebo30%
6 of 20 labels negative · 6 of 14 models · 2 hard negative
“**Avoid:** Most enterprise platforms (Absorb, Docebo, LearnUpon, SAP Litmos) are quote-only” Mistral Small, budget prompt
SAP Litmos35%
7 of 20 labels negative · 6 of 14 models · 1 hard negative
“**Avoid:** Most enterprise platforms (Absorb, Docebo, LearnUpon, SAP Litmos) are quote-only” Mistral Small, budget prompt
Cornerstone OnDemand26%
6 of 23 labels negative · 5 of 14 models · 1 hard negative
“Platforms to Avoid for Predictability ... costs explode unpredictably” Grok 4.1 Fast, budget prompt
What they cite
Citations exist only for the models that return a source list: fourteen of the fourteen in this edition, and all six flagship models on the expanded tier.
Sites the answers cite
77 of 84 answers in this category came back with a source list, from 14 of 14 models: citations where the model returns them, or the search results it consulted. 1084 links across 262 sites, every framing counted. Ranked by the number of answers carrying the site or page. 25 of the 252 answers across every segment cited this index's own page for the category; the method page measures whether that reading tilts an answer.
vendor site · Coggno47 answers · 110 citations · 12 models
vendor site · NAVEX28 answers · 49 citations · 11 models
vendor site · Traliant26 answers · 41 citations · 12 models
25 answers · 25 citations · 12 models
vendor site · BizLibrary24 answers · 25 citations · 12 models
vendor site · Valamis23 answers · 25 citations · 11 models
vendor site · G221 answers · 22 citations · 10 models
vendor site · EasyLlama20 answers · 23 citations · 12 models
vendor site · Emtrain18 answers · 26 citations · 9 models
vendor site · Trainual17 answers · 18 citations · 9 models
16 answers · 16 citations · 10 models
vendor site · FirstHR15 answers · 15 citations · 9 models
Pages the answers cite
The ten pages named in the most answers, by full address. A page here is one the models returned with a recommendation, not one the index endorses.
25 answers · 12 models
22 answers · 10 models
20 answers · 10 models
17 answers · 9 models
16 answers · 8 models
16 answers · 10 models
15 answers · 9 models
15 answers · 9 models
14 answers · 9 models
13 answers · 7 models
Search against answers
Each company's standing in the answers beside its site's footprint in Google search, one row a site: the products the models named on it with their shares, and the share they add up to; monthly searches on Google, and DataForSEO's estimate of AI search demand (modeled from search signals, directional, not a count of queries to any assistant), for the most-searched of the company's and its products' names (the name is in each row's hover text); estimated monthly organic visits to the site; and its best position in Google's top ten for “best compliance training platform”, “compliance training platform”, “compliance training providers”. US estimates from DataForSEO and Google's Ads Transparency Center. A small company's site, or a mid-sized company's site for its flagship, is marked company; a product on a large parent's site (Google, Microsoft) has no site figures. A column with no figures for this category is left out, and an empty cell means none were seen, not none exist. Two measurements side by side: neither is read as the cause of the other.
| Company and products | Share | Own site cited | Name searches, Google | AI search demand, est. | Organic visits | Paid search a month, est. | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|---|
| NAVEX navex.com | 24% | 96 | 9,900 | 250 | 21,159 | 48 | ||
| Traliant traliant.com | 14% | 108 | 5,400 | 58 | 12,679 | $5 | 119 | 6 |
| Coggno coggno.com | 14% | 33 | 210 | 0 | 14,138 | 1 | ||
| Docebo docebo.com | 8% | 351 | 9,900 | 242 | 98,677 | 15 | 4 | |
| KnowBe4 knowbe4.com KnowBe4 Compliance Plus 4% | 4% | 36 | 74,000 | 1,009 | 156,597 company | 21 | 1 | |
| Cornerstone cornerstoneondemand.com Cornerstone OnDemand 4% | 4% | 283 | 165,000 | 17,999 | 33,785 company | $428 | 100 | |
| iSpring Learn ispring.com | 4% | 112 | 390 | 12 | 53,048 | $46 | 37 | |
| Absorb absorbai.com Absorb LMS 4% | 4% | 223 | 2,900 | 34 | 16,283 | $8 | 120 | |
| Skillsoft skillsoft.com Skillsoft Percipio 2% | 2% | 149 | 6,600 | 265 | 55,607 company | 5 | ||
| SAI360 sai360.com | 2% | 32 | 1,000 | 27 | 3,119 | $8,800 | 23 |
Google's top ten for the three searches hold 23 sites; 4 of them are among the sites the models cited here (bizlibrary.com, easyllama.com, traliant.com, valamis.com). The first result for “best compliance training platform” is exec.com.
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.ShowHide
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.
ShowHideModelDirect“What is the best compliance training platform for an enterprise B2B company?”Paraphrase“Which harassment prevention training provider would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade compliance training providers and how do they differ?”Budget-constrained“What is the best compliance training platform for a large company that needs predictable total cost across thousands of users?”Scale-constrained“We are a 5,000 person company with SSO, SOC 2 and procurement review requirements evaluating a compliance training platform. What should we look at?”Negative“Which compliance training providers should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5no first choiceNAVEX, TraliantChangedCoggnoCoggnono first choiceagainst: EasyLlama
Two alternatives
EasyLlama, LRNSix alternatives
Absorb LMS, LRN, NAVEX, RegEd, Shift, Skillsoft PercipioThree alternatives
Cornerstone OnDemand, Docebo, Skillsoft PercipioGPT-5.4 miniAbsorb LMSNAVEXChangedCornerstone OnDemand, SAP Litmosagainst: EasyLlamaPolicyCoagainst: SCORM License Manager by LearnKeyno first choiceagainst: KnowBe4 Compliance Plus, LRN
Four alternatives
Docebo, KnowBe4 Compliance Plus, Mineral, SAP LitmosTwo alternatives
Emtrain, TraliantSix alternatives
Ethena, NAVEX, Skillcast, Skillsoft Percipio, Traliant, iHascoOne alternative
Diligent Compliance and Ethics TrainingGemini 3.5 FlashDoceboTraliantChangedLRN Corporation, NAVEXCoggnoEthenaagainst: EasyLlama
Eight alternatives
Absorb LMS, Drata, EasyLlama, KnowBe4 Compliance Plus, LRN, NAVEX, Traliant, VantaThree alternatives
Emtrain, Ethena, NAVEXFour alternatives
EasyLlama, Ethena, Skillsoft Percipio, TraliantSeven alternatives
Atlantic Training, CompanyLMS, HSI, J. J. Keller Training, Kriya Stack, NAVEX, Skillsoft PercipioFive alternatives
Absorb LMS, Docebo, EasyLlama, NAVEX, TraliantPerplexity SonarDoceboNAVEXChangedSkillsoft PercipioSkillsoft Percipioagainst: Absorb LMSNAVEXnothing named
Two alternatives
Absorb LMS, Skillsoft PercipioFour alternatives
Clear Law Institute, Emtrain, Skillsoft Percipio, TraliantSix alternatives
Docebo, Everfi, KnowBe4 Compliance Plus, NAVEX, SAI360, TraliantTwo alternatives
Cornerstone OnDemand, NAVEXGrok 4.1 FastNAVEX, TraliantTraliantChangedno first choiceiSpring Learnagainst: Absorb LMS, Cornerstone OnDemand, Docebo, Trainual, ValamisKnowBe4 Compliance Plusagainst: Compliance Training Online, Cornerstone OnDemand, SAP Litmos
Two alternatives
Cornerstone OnDemand, DoceboTwo alternatives
Ethena, NAVEXFour alternatives
360Learning, CompanyLMS, KnowBe4 Compliance Plus, TalentLMSThree alternatives
NAVEX, Thinkific, Vector SolutionsMistral SmallCornerstone OnDemand, DoceboEdstellar, Inspired eLearningChangedNAVEXEasyLlamaagainst: Absorb LMS, Docebo, LearnUpon, SAP Litmosno first choiceagainst: SAP Litmos
Three alternatives
360Learning, NAVEX, ThinkificOne alternative
TechClassFive alternatives
EasyLlama, Everfi, SAI360, Skillsoft Percipio, TraliantThree alternatives
360Learning, CompanyLMS, iSpring LearnDeepSeek V4 FlashNAVEX, TraliantNAVEXChangedNAVEXCompliance WaveNAVEXagainst: Absorb LMS, Cornerstone OnDemand, Docebo, SAP Litmos
Three alternatives
Absorb LMS, SAP Litmos, Skillsoft PercipioOne alternative
TraliantFour alternatives
Ethena, SAI360, Skillsoft Percipio, TraliantTwo alternatives
Coggno, NAVEXFour alternatives
KnowBe4 Compliance Plus, Rippling LMS, SAI360, Workday LearningLlama 4 Maverickno first choiceno first choiceHeldno first choiceCoggnoEmtrainnothing named
Two alternatives
Valamis, iSpring SuiteTwo alternatives
CYPHER Learning, CoggnoQwen 3.7 FlashSAI360Click BoardingChangedagainst: Skillsoft Percipiono first choiceSAP Litmos, TalentLMSagainst: Cornerstone OnDemandno first choiceagainst: Compliance IQ, International Compliance Association
Four alternatives
Adobe Learning Manager, Cority, Docebo, SAP LitmosOne alternative
SAI360Eight alternatives
Absorb LMS, BizLibrary, KnowBe4 Compliance Plus, NAVEX, Rethink Compliance, SAI360, Skillsoft Percipio, TraliantOne alternative
Skillsoft PercipioKimi K2Cornerstone OnDemand, DoceboNAVEXChangedNAVEXCoggnoagainst: Absorb LMS, Cornerstone OnDemand, Docebo, TalentLMSno first choiceagainst: 360Training.com Inc., Compliance Educators, LLC / DOT Compliance Group, LLC, Compliance Solutions Occupational Trainers, Inc., ComplianceTrainingOnline.com
One alternative
ThinkificTwo alternatives
Everfi, KantolaSix alternatives
Cornerstone OnDemand, KnowBe4 Compliance Plus, Proofpoint, SAI360, Skillsoft Percipio, TraliantTwo alternatives
NAVEX, SAI360Five alternatives
Emtrain, NAVEX, Paradiso LMS, Skillsoft Percipio, ValamisGLM 4.7 FlashXAbsorb LMSCoggnoChangedNAVEXCoggno, iSpring Learnagainst: Absorb LMS, Docebo, NAVEX, SAP Litmosno first choicenothing named
Four alternatives
Cornerstone OnDemand, Docebo, NAVEX, SAP LitmosThree alternatives
Ethena, NAVEX, TraliantFive alternatives
Continu, LRN, Mitratech Syntrio, Skillsoft Percipio, TraliantThree alternatives
360Learning, EasyLlama, KnowBe4 Compliance PlusMiniMax M2.5BizLibraryno first choiceChangedno first choiceCoggnoagainst: Absorb LMS, Docebo, EasyLlama, LearnUpon, NAVEX, SAP Litmos, Skillsoft Percipio, iSpring Suiteno first choicenothing named
Two alternatives
Continu, TrainualTwo alternatives
Herd Security, US Compliance InstituteGPT-6 LunaNAVEXTraliantChangedno first choiceKnowBe4 Compliance Plusno first choiceagainst: Express Online Training
Three alternatives
Docebo Extended Enterprise, Ethena, TraliantOne alternative
NAVEXSeven alternatives
Ethena, KnowBe4 Compliance Plus, LRN, NAVEX, SAI360, Skillsoft Percipio, TraliantOne alternative
NAVEXMuse Glimmer 30BNAVEXTraliantChangedNAVEX Global – NAVEX OneNAVEXno first choiceagainst: Cornerstone OnDemand, Deloitte, SAP Litmos, SAP SuccessFactors Learning
Five alternatives
Absorb LMS, Adobe Learning Manager, Docebo, OneTrust, SAP LitmosTwo alternatives
EVERFI Workplace Training, NAVEXFour alternatives
Cornerstone OnDemand, LRN, SAI360, Thomson Reuters – Compliance LearningOne alternative
CoggnoBold is the first choiceAlternatives are counted; the count opens them.What the answer argued against
The record
One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency. Full answer text is in the free responses file. Download the record
Eighty-four rows: every prompt, every model, every answer.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|---|---|---|---|---|---|
| Direct recommendation | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 10:44 | no | 0 | 3 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 07:50 | yes | 2 | 6 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 09:50 | yes | 19 | 21 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-01 09:25 | yes | 20 | 3 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 10:00 | yes | 23 | 10 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 09:59 | yes | 13 | 6 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 09:08 | yes | 23 | 36 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 10:45 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 09:38 | yes | 5 | 37 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 11:42 | yes | 20 | 15 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 08:46 | yes | 24 | 20 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 09:55 | yes | 5 | 16 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-01 09:43 | yes | 4 | 17 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 08:26 | yes | 15 | 18 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 09:53 | yes | 16 | 8 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 10:54 | yes | 5 | 4 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 11:39 | yes | 9 | 23 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-01 11:10 | yes | 17 | 3 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 07:52 | yes | 18 | 7 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 08:58 | yes | 5 | 3 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 09:22 | yes | 19 | 25 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 11:36 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 10:52 | no | 0 | 24 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 10:48 | yes | 21 | 25 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 09:03 | yes | 18 | 35 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 10:54 | yes | 5 | 29 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-01 10:38 | yes | 2 | 14 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 08:56 | yes | 21 | 31 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 08:59 | yes | 9 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 10:59 | yes | 7 | 10 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 10:02 | yes | 20 | 28 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-01 09:52 | yes | 18 | 7 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 09:40 | yes | 22 | 8 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 11:10 | yes | 8 | 8 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 11:30 | yes | 24 | 44 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 11:47 | yes | 5 | 1 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 11:48 | yes | 10 | 29 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 09:28 | yes | 24 | 38 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 11:40 | yes | 21 | 83 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 09:40 | yes | 24 | 40 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-01 11:49 | yes | 7 | 27 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 07:40 | yes | 25 | 39 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 11:10 | yes | 17 | 10 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 09:48 | yes | 4 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 09:44 | yes | 17 | 24 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-01 07:29 | yes | 20 | 3 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 11:58 | yes | 17 | 11 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 10:15 | yes | 8 | 21 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 07:54 | yes | 19 | 27 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 09:18 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 12:07 | no | 0 | 29 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 12:02 | yes | 22 | 26 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 09:38 | yes | 11 | 91 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 09:58 | yes | 17 | 56 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 11:38 | yes | 2 | 21 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 10:27 | yes | 19 | 28 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 07:51 | yes | 18 | 14 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 07:49 | no | 0 | 6 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 08:00 | yes | 11 | 28 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-01 09:49 | yes | 20 | 7 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 12:15 | yes | 19 | 10 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 11:01 | no | 0 | 7 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 07:55 | yes | 23 | 51 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 09:40 | yes | 5 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 09:01 | no | 0 | 34 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 07:44 | yes | 10 | 15 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 08:47 | yes | 14 | 77 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 10:17 | no | 0 | 9 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 11:32 | yes | 3 | 25 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 11:16 | yes | 13 | 24 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 11:02 | yes | 15 | 9 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 07:56 | yes | 2 | 5 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 10:04 | yes | 20 | 29 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-01 10:42 | yes | 17 | 4 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 09:10 | yes | 22 | 10 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 11:57 | yes | 5 | 8 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 11:06 | yes | 20 | 60 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 08:44 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 10:12 | yes | 14 | 31 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 07:40 | yes | 25 | 22 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 09:14 | yes | 14 | 47 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 12:01 | yes | 23 | 41 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-01 09:16 | yes | 2 | 22 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 08:52 | yes | 23 | 34 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
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Category-scoped readings
Absorb read as Absorb LMS
Cornerstone read as Cornerstone OnDemand
KnowBe4 read as KnowBe4 Compliance Plus
KnowBe4 (Compliance Plus) read as KnowBe4 Compliance Plus
Litmos read as SAP Litmos
Litmos (SAP) read as SAP Litmos
Mitratech (Syntrio) read as Mitratech Syntrio
NAVEX One read as NAVEX
NAVEX One (NAVEXEngage) read as NAVEX
Skillsoft read as Skillsoft Percipio
Skillsoft (Compliance / Percipio) read as Skillsoft Percipio
Skillsoft (Percipio) read as Skillsoft Percipio
Unresolved, counted raw
360Training.com Inc.
Atlantic Training (Wave LMS)
Compliance Educators, LLC / DOT Compliance Group, LLC
Compliance IQ
Compliance Wave
ComplianceTrainingOnline.com
Cority
Diligent Compliance and Ethics Training
Docebo Extended Enterprise
ELMO
EVERFI Workplace Training
Edmingle
Express Online Training
HR University
Herd Security
Inspired eLearning
J. J. Keller Training
Kriya Stack
Mimeo
NAVEX Global – NAVEX One
PolicyCo
Proofpoint
SCORM License Manager by LearnKey
Thomson Reuters
US Compliance Institute (Corporate Pass)
WILL Interactive
iHasco
Discontinued, still offered
No shut-down product was recommended here.