HR AI Index

Index › Vendors › Time Doctor · September 2026 Edition

3 categories · Named, not ranked

Time Doctor

8Judge labels

0First choices

5Negative labels

5 of 12Models named it

3Categories

September 2026 Edition. Every number here is derived from the raw labels under vendor table vv2026-09.1, every buyer segment counted.

Standing

5 labels, too few to rank

A product needs 10 labels in a category before a share or quadrant is stated. Time Doctor was named 5 times in Time and attendance and 2 other categories, where UKG Ready led with 15%. 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-market83 of 90

under the label threshold

Enterprise37 of 104

under the label threshold

In time and attendance · 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 Time Doctor 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
Time and attendance	Core HR and payroll	0%	83 of 90	67%	3	under 10 labels · led by UKG Ready at 15%
People analytics	Workforce planning and analytics	0%	87 of 99	100%	1	under 10 labels · led by HiBob at 15%
Workforce scheduling	Core HR and payroll	0%	86 of 94	100%	1	under 10 labels · led by Deputy at 26%

Movement

This is the first edition on this tier, so no move can be computed for Time Doctor 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 Time Doctor across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.

Model	Alternative	Negative	Labels
Claude Haiku 4.5	0	0	0
GPT-5.4 mini	0	0	0
Gemini 3.5 Flash	0	3	3
Perplexity Sonar	0	0	0
Grok 4.1 Fast	0	0	0
Mistral Small	0	0	0
DeepSeek V4 Flash	0	0	0
Llama 4 Maverick	0	0	0
Qwen 3.7 Flash	0	1	1
Kimi K2	0	0	0
GLM 4.7 FlashX	0	0	0
MiniMax M2.5	1	0	1

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

Paraphrase3 labelsNone

Comparative0 labelsNone

Budget-constrained1 labelNone

Scale-constrained0 labelsNone

Negative4 labelsNone

First choiceAlternativeMentionNegative8 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.

“Strong for visibility and structured approvals.” MiniMax M2.5 · Time and attendance · paraphrase 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.

“avoid tools like Hubstaff or Time Doctor if your B2B model relies on knowledge work” Gemini 3.5 Flash · Time and attendance · paraphrase prompt · hard negative

“e.g., Hubstaff, Time Doctor, Apploye ... The Verdict: Avoid.” Gemini 3.5 Flash · People analytics · negative prompt · hard negative

“including *Hubstaff, Deputy, Apploye, and Time Doctor*) and found that they systematically shared worker data” Gemini 3.5 Flash · Time and attendance · negative prompt · soft negative

“Tools to Approach with Caution: Time Doctor, Hubstaff, and ActivTrak.” Qwen 3.7 Flash · Workforce scheduling · negative prompt · soft negative

Named alongside

The products named in the same answers as Time Doctor, over the 8 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Time Doctor was named but was not.

ProductSame answerTook the first choice insteadHead to head

Hubstaff7 of 80Not in the top three

Toggl Track3 of 81Not in the top three

Connecteam2 of 81Not in the top three

Deputy2 of 81Not in the top three

Apploye2 of 80Not in the top three

Workday2 of 80Not in the top three

Asana1 of 81Not in the top three

ChartHop1 of 81Not in the top three

ClickUp1 of 81Not in the top three

Crunchr1 of 81Not 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 Time Doctor. 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 3 of the 8 answers that named Time Doctor and are not a share of its labels.

Domains cited

peoplemanagingpeople.com3

selectsoftwarereviews.com2

thedigitalprojectmanager.com2

zipdo.co2

actitime.com1

apps365.com1

blog.kenjo.io1

desklog.io1

forbes.com1

freshbooks.com1

Fifteen of the fifteen domain citations in answers naming Time Doctor came from somebody else's page.

Pages cited

peoplemanagingpeople.com/tools/best-employee-time-clock-software2

selectsoftwarereviews.com/buyer-guide/time-and-attendance-software2

thedigitalprojectmanager.com/tools/enterprise-time-tracking-software2

zipdo.co/best/enterprise-time-tracking-software2

actitime.com/software-collections/employee-time-tracking-software1

apps365.com/blog/best-time-and-attendance-software1

blog.kenjo.io/top-7-time-and-attendance-software-options1

desklog.io/blog/best-time-tracking-softwares1

Pages are listed as the models cited them.

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 Time Doctor'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 Time Doctor, 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 timedoctor.com 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.