HR AI Index

Index › Products › freeCodeCamp · September 2026 Edition

2 categories · Named, not ranked

freeCodeCamp

3Judge labels

0First choices

0Negative labels

3 of 12Models named it

2Categories

September 2026 Edition. Every number here is derived from the raw labels under vendor table vv2026-09.3, every buyer segment counted.

Standing

2 labels, too few to rank

A product needs 10 labels in a category before a share or quadrant is stated. freeCodeCamp was named 2 times in Online course libraries and 1 other category, where Udemy Business led with 32%. The labels and the evidence are below, counted exactly.

By buyer segmentRead the same way at every buyer size.

Small businessnot named

No model named it for this buyer.

Mid-market48 of 73

under the label threshold

Enterprise53 of 58

under the label threshold

In online course libraries · 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 freeCodeCamp 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.

Category	Function	Share	Rank	Negative rate	Labels	Quadrant
Online course libraries	Learning and development	0%	48 of 73	0%	1	under 10 labels · led by Udemy Business at 32%
Skills intelligence	Performance and talent management	0%	73 of 161	0%	1	under 10 labels · led by TalentGuard at 19%

Movement

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

By model

How each model treated freeCodeCamp across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.

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Model	Alternative	Labels
Claude Haiku 4.5	0	0
GPT-5.4 mini	0	0
Gemini 3.5 Flash	0	0
Perplexity Sonar	0	0
Grok 4.1 Fast	0	0
Mistral Small	0	0
DeepSeek V4 Flash	1	1
Llama 4 Maverick	0	0
Qwen 3.7 Flash	1	1
Kimi K2	0	0
GLM 4.7 FlashX	0	0
MiniMax M2.5	0	0

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

Direct0 labelsNone

Paraphrase0 labelsNone

Comparative1 labelNone

Budget-constrained0 labelsNone

Scale-constrained0 labelsNone

Negative2 labelsNone

First choiceAlternativeMentionNegative3 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.

“Free resources like The Odin Project, freeCodeCamp, or bootcamps with transparent refund policies (CIRR certified).” Qwen 3.7 Flash · Skills intelligence · negative prompt · alternative

“FreeCodeCamp is entirely free and open-source” DeepSeek V4 Flash · Online course libraries · comparative prompt · alternative

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.

No model argued against it.

Named alongside

The products named in the same answers as freeCodeCamp, over the 3 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and freeCodeCamp was named but was not.

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ProductSame answerTook the first choice insteadHead to head

edX2 of 31Not among the top eight

LinkedIn Learning2 of 30Not among the top eight

Udemy Business2 of 30Not among the top eight

Coursera for Business1 of 31Not among the top eight

Alison1 of 30Not among the top eight

BizLibrary1 of 30Not among the top eight

ClickFunnels1 of 30Not among the top eight

Codecademy1 of 30Not among the top eight

Coursera1 of 30Not among the top eight

Go11 of 30Not among the top eight

A head-to-head page exists where both products are among a category's top eight. 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 freeCodeCamp. 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 2 of the 3 answers that named freeCodeCamp and are not a share of its labels.

Domains cited

accessally.com1

accuknox.com1

aliens.courses1

alphaxiv.org1

basrijnbout.nl1

bizlibrary.com1

careers360.com1

coffeeandstudy.com1

crossknowledge.com1

d2l.com1

Ten of the ten domain citations in answers naming freeCodeCamp came from somebody else's page.

Pages cited

accessally.com/compare/online-learning-platform1

accuknox.com/wp-content/uploads/databricks-ai-security-framework-dasf-whitepaper-v4-final.1

aliens.courses/blog/coursera-vs-udemy-vs-edx-2026.html1

alphaxiv.org/abs/2408.103271

basrijnbout.nl/blog/171

bizlibrary.com/blog/training-programs/15-best-leadership-libraries-20251

careers360.com/compare-courses1

coffeeandstudy.com/coursera-vs-edx-vs-udemy-20261

Pages are listed as the models cited them.

Names read as freeCodeCamp

What the judge wrote, as written, with how often. The vendor table decides that these count as freeCodeCamp; a claim can dispute any of them.

FreeCodeCamp 1

Follow freeCodeCamp

An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.

Already following? Everything you follow, with a stop for each.

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 freeCodeCamp'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 freeCodeCamp, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

With a new claim: the vendor brief

A new claim receives the current edition's vendor brief for freeCodeCamp by email, built from the raw record of the edition. It shows:

where freeCodeCamp is named, by buyer and by framing, and which cells hold its first choices;
the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
its vocabulary against the segment leader's, and the pages the models cited;
who was chosen in the answers that did not name freeCodeCamp, and every reason the record gives;
a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
one page of published figures cleared to show a buyer.

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 freecodecamp.org 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.