HR AI Index
Index Vendors › D2L Brightspace · September 2026 Edition
D2L · 2 categories · Named, not ranked

D2L Brightspace

15Judge labels
0First choices
3Negative labels
10 of 12Models named it
2Categories
September 2026 Edition. Every number here is derived from the raw labels under vendor table vv2026-09.1, every buyer segment counted.
Standing
8 labels, too few to rank
A product needs 10 labels in a category before a share or quadrant is stated. D2L Brightspace was named 8 times in Learning management syst and 1 other category, where TalentLMS led with 48%. The labels and the evidence are below, counted exactly.
By buyer segmentRead the same way at every buyer size.
In learning management syst · each standing computed within its segment · bars are 0 to 100 · the accent bar is the product's own best reading

Standing by category

Every category where a model named D2L Brightspace for a mid-market B2B company. Share is first choices across the direct, paraphrase, budget and scale prompts; rank is within every product named in that category.
CategoryFunctionShareRankNegative rateLabelsQuadrant
Learning management systemsLearning and development0%48 of 7429%7under 10 labels · led by TalentLMS at 48%
Learning experience platformsLearning and development0%42 of 800%1under 10 labels · led by Learn Amp at 28%

Movement

This is the first edition on this tier, so no move can be computed for D2L Brightspace yet. From the next edition this section shows, per buyer segment, whether its share moved by more than the measured noise floor.

By model

How each model treated D2L Brightspace across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.
ModelFirst choiceAlternativeMentionNegativeLabels
Claude Haiku 4.500101
GPT-5.4 mini00101
Gemini 3.5 Flash00000
Perplexity Sonar00000
Grok 4.1 Fast00101
Mistral Small00303
DeepSeek V4 Flash00000
Llama 4 Maverick00000
Qwen 3.7 Flash00011
Kimi K200000
GLM 4.7 FlashX00000
MiniMax M2.500011

By framing

Which of the six questions produced the naming. By model says how often; this says asked what. The first-choice count on the right carries the marks of the models that produced it.
FramingLabels by classFirst choices
Direct3 labelsNone
Paraphrase1 labelNone
Comparative8 labelsNone
Budget-constrained0 labelsNone
Scale-constrained0 labelsNone
Negative3 labelsNone
First choiceAlternativeMentionNegative15 labels in all, every segment counted; 0 of the 0 first choices count toward share, since the comparative and negative framings do not. The bar is one segment per label class, to scale within the framing.

What the models said for it

Verbatim evidence the judge attached to positive labels.

No positive label carried a quote.

And against it

Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.

“it has a reputation for being "heavy." Users often complain about steep learning curves” Qwen 3.7 Flash · Learning management syst · negative prompt · soft negative
“users calling it "the worst LMS" due to non-intuitive design, poor screen organization” MiniMax M2.5 · Learning management syst · negative prompt · soft negative

Named alongside

The products named in the same answers as D2L Brightspace, over the 14 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and D2L Brightspace was named but was not.
ProductSame answerTook the first choice insteadHead to head
Docebo11 of 143Not in the top three
Cornerstone OnDemand10 of 141Not in the top three
360Learning7 of 141Not in the top three
Canvas LMS7 of 141Not in the top three
TalentLMS7 of 141Not in the top three
Absorb LMS7 of 140Not in the top three
Moodle6 of 140Not in the top three
SAP Litmos6 of 140Not in the top three
Blackboard Learn5 of 140Not in the top three
Continu4 of 141Not in the top three
A head-to-head page exists where both products are in a category's top three. The other rows are the same fact without a page behind them, so they link to the product instead.

What carried it into the answer

The sites and pages cited by the answers that named D2L Brightspace. A fact about retrieval, not a lever on the model.

Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 12 of the 14 answers that named D2L Brightspace and are not a share of its labels.

Domains cited

d2l.com8
docebo.com8
continu.com4
gartner.com4
goskills.com4
intellum.com4
peoplemanagingpeople.com4
talentlms.com4
360learning.com3
absorbai.com3

No domain is on file for D2L Brightspace, so its own site is not marked.

Pages cited

Pages are listed as the models cited them.

Names read as D2L Brightspace

What the judge wrote, as written, with how often. The vendor table decides that these count as D2L Brightspace; a claim can dispute any of them.
Brightspace 2Brightspace (D2L) 1D2L for Business 1
Is this your product?

Claim this page

Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when D2L Brightspace's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as D2L Brightspace, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at the vendor's own domain is approved on the spot, any other address is reviewed by hand.

Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.

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