Coggno vs Absorb LMS
Four of fourteen models named Coggno first on the direct prompt; five named Absorb LMS. Coggno was named by nine of the fourteen models and Absorb LMS by ten and Coggno carries 18 labels and Absorb LMS 17, so the shares are not directly comparable.
Named in one category this edition.
Named in five categories this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the compliance training page.
By framing
CoggnoFirst choices, of fourteen modelsAbsorb LMS
Every model, every framing
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | | | |||
| GPT-5.4 mini | | | ||||
| Gemini 3.5 Flash | | |||||
| Perplexity Sonar | | |||||
| Grok 4.20 | | | ||||
| Mistral Small | | | ||||
| DeepSeek V4 Flash | | | ||||
| Llama 4 Maverick | | | ||||
| Qwen 3.7 Flash | | | ||||
| Kimi K2 | | | | |||
| GLM 4.7 FlashX | | |||||
| MiniMax M2.5 | | | ||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B | |
Coggno Absorb LMS first choice named as an alternative argued againstblank: not namedEach cell is one answer, Coggno on the left and Absorb LMS on the right.The direct prompt
Both were the first choice
1 of 14 modelsThe answer named them together, and the judge labeled each a first choice.Coggno first, Absorb LMS an alternative
3 of 14 modelsAbsorb LMS was named in the answer but not as the choice, or not at all.Absorb LMS first, Coggno not the choice
4 of 14 modelsCoggno was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
4 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
2 of 14 modelsThe answer made no first choice from these two in this category.Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
By buyer segment
Coggno10%#5 of 15Absorb LMS10%#6 of 15What the models said about Coggno
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Coggno fits this profile out of the box, with 10,000+ compliance courses across 25+ categories” Muse Glimmer 30B · direct prompt · first choice
“The Top All-in-One Choice: Coggno ... is currently rated as the highest value solution” Qwen 3.7 Flash · direct prompt · first choice
“EasyLlama and Coggno are particularly strong contenders” Mistral Small · budget prompt · first choice
What the models said about Absorb LMS
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“Absorb LMS is the strongest option for mid-market companies (roughly 200 to 2,000 employees) that need a real compliance infrastructure” Claude Haiku 4.5 · direct prompt · first choice
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.