# Compliance training: what AI models recommend, November 2026

Gane Index, November 2026 Edition. Asked as "compliance training platform" and as "harassment prevention training provider", six framings each, to fourteen models with search on, on behalf of a mid-market B2B company. Page: https://www.gane.ai/index/hr/learning/compliance-training/2026-11

**Standing:** TalentLMS leads with 20% of first choices; verdict contested. 50 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [TalentLMS](https://www.gane.ai/index/hr/vendors/talentlms/index.md) | 20% | 3% | 29 |
| 2 | [Traliant](https://www.gane.ai/index/hr/vendors/traliant/index.md) | 18% | 0% | 33 |
| 3 | [Ethena](https://www.gane.ai/index/hr/vendors/ethena/index.md) | 14% | 0% | 17 |
| 4 | [EasyLlama](https://www.gane.ai/index/hr/vendors/easyllama/index.md) | 10% | 0% | 28 |
| 5 | [Coggno](https://www.gane.ai/index/hr/vendors/coggno/index.md) | 10% | 0% | 18 |
| 6 | [Absorb LMS](https://www.gane.ai/index/hr/vendors/absorb-lms/index.md) | 10% | 0% | 17 |
| 8 | [SC Training](https://www.gane.ai/index/hr/vendors/sc-training/index.md) | 4% | 8% | 12 |
| 9 | [SAP Litmos](https://www.gane.ai/index/hr/vendors/sap-litmos/index.md) | 2% | 17% | 12 |
| 13 | [NAVEX](https://www.gane.ai/index/hr/vendors/navex/index.md) | 0% | 0% | 21 |
| 14 | [iSpring Learn](https://www.gane.ai/index/hr/vendors/ispring-learn/index.md) | 0% | 0% | 15 |
| 15 | [SAI360](https://www.gane.ai/index/hr/vendors/sai360/index.md) | 0% | 0% | 15 |
| 16 | [Emtrain](https://www.gane.ai/index/hr/vendors/emtrain/index.md) | 0% | 0% | 14 |

Rank is by share of first choices among all 103 products named; products with the same share are tied, and the order among them carries no meaning. The table lists those with at least 10 labels.

## Each model's first choice on the direct prompt

- Claude Haiku 4.5: Absorb LMS, BizLibrary; alternatives EasyLlama, SAP Litmos, Skillsoft Percipio
- GPT-5.4 mini: Absorb LMS; alternatives Continu, Docebo, iSpring Learn
- Gemini 3.5 Flash: Ethena; alternatives Drata, EasyLlama, KnowBe4 Compliance Plus, Traliant
- Perplexity Sonar: Absorb LMS; alternatives BizLibrary, Continu, LearnUpon, TalentLMS
- Grok 4.20: Absorb LMS; alternatives Academy of Mine, EasyLlama, TalentLMS, iSpring Learn
- Mistral Small: SAP Litmos, TalentLMS; alternatives Academy of Mine, Coggno, LearnUpon
- DeepSeek V4 Flash: EasyLlama, Traliant; alternatives Absorb LMS, Coggno, TalentLMS
- Llama 4 Maverick: BizLibrary; alternatives Absorb LMS, Coggno, Edmingle, TechClass
- Qwen 3.7 Flash: Coggno; alternatives TechClass
- Kimi K2: Absorb LMS, Coggno; alternatives LearnUpon, TalentLMS
- GLM 4.7 FlashX: BizLibrary; alternatives Absorb LMS, EasyLlama, LearnUpon, ProProfs Training Maker
- MiniMax M2.5: Coggno; alternatives Absorb LMS, LearnUpon, ProProfs Training Maker, TalentLMS
- GPT-6 Luna: Ethena; alternatives NAVEX, Traliant
- Muse Glimmer 30B: Coggno; alternatives Absorb LMS, Docebo, NAVEX, SAP Litmos

## Sources the answers cite

71 of 84 answers came back with a source list, from 14 of 14 models. Sites named in the most answers:

- coggno.com: 44 answers, 105 citations
- traliant.com: 24 answers, 33 citations
- trainual.com: 15 answers, 17 citations
- emtrain.com: 14 answers, 18 citations
- proprofstraining.com: 14 answers, 14 citations
- thinkific.com: 14 answers, 14 citations
- bizlibrary.com: 13 answers, 14 citations
- g2.com: 12 answers, 22 citations

Pages named in the most answers:

- https://thinkific.com/blog/best-compliance-training-lms-software (14 answers)
- https://trainual.com/manual/top-compliance-training-platforms-2026 (13 answers)
- https://traliant.com/blog/top-10-compliance-training-providers (13 answers)
- https://coggno.com/blog/best-compliance-training-companies-lms-audits-reporting-2026 (12 answers)
- https://expertinsights.com/compliance/top-compliance-training-solutions (12 answers)
- https://hrtechsaas.com/blog/best-compliance-training-platforms (12 answers)
- https://academyofmine.com/5-best-compliance-training-platforms (10 answers)
- https://coggno.com/blog/best-compliance-lms-mid-market-100-500-employees-2026-buyers-guide (10 answers)
- https://bizlibrary.com/blog/compliance-safety/best-compliance-training-software-comparison (9 answers)
- https://edmingle.com/blog/best-compliance-training-software (9 answers)

## Warned against

- Compliance Training Online: 6 of 6 labels negative. "Trustpilot shows a 3.6/10 average (3,173 reviews), with persistent complaints about poor customer service, a confusing website, and difficulty tracking employee progress." (DeepSeek V4 Flash, negative prompt)
- Cornerstone OnDemand: 4 of 16 labels negative. "What to Avoid - Cornerstone OnDemand is powerful but typically overkill (and overpriced) for mid-market" (Kimi K2, direct prompt)
- Docebo: 4 of 12 labels negative. "Authoring-first, not content-first; better suited to later-stage scaling; pricing on the higher end" (DeepSeek V4 Flash, direct prompt)
- Compliance Solutions Occupational Trainers, Inc.: 2 of 2 labels negative. "BBB Rating: B- (not accredited). ... A formal BBB complaint about threatening to withhold a certification" (DeepSeek V4 Flash, negative prompt)

## Movement since October 2026

Floor: 13 points of share, measured on the calibration repeat.
New leader: Traliant (22%) to TalentLMS (20%). Margin 2 points, within noise.

- Coggno: 2% to 10%, +8. Inside the floor by 5 points · rank 13 → 5 of 103.
- TalentLMS: 14% to 20%, +6. Inside the floor by 7 points · rank 2 → 1 of 103.
- BizLibrary: 12% to 6%, −6. Inside the floor by 7 points · rank 3 → 7 of 103.
- Traliant: 22% to 18%, −4. Inside the floor by 9 points · rank 1 → 2 of 103.
- Ethena: 10% to 14%, +4. Inside the floor by 9 points · rank 4 → 3 of 103.
- SC Training: 8% to 4%, −4. Inside the floor by 9 points · rank 7 → 8 of 103.
- EasyLlama: 8% to 10%, +2. Inside the floor by 11 points · rank 5 → 4 of 103.
- Absorb LMS: 8% to 10%, +2. Inside the floor by 11 points · rank 6 of 103, unchanged.
- SAP Litmos: 0% to 2%, +2. Inside the floor by 11 points · rank 32 → 9 of 103.
- iSpring Learn: 2% to 0%, −2. Inside the floor by 11 points · rank 11 → 14 of 103.
- Emtrain: 2% to 0%, −2. Inside the floor by 11 points · rank 10 → 16 of 103.
- NAVEX: 0% to 0%, ±0. Inside the floor by 13 points · rank 15 → 13 of 103.

## Record

- Method: https://www.gane.ai/index/hr/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/hr.