Index › Core HR and payroll › Time and attendance › Enterprise › September 2026 Edition

Time and attendance for enterprise buyers

Asked as “time and attendance system”, and as “employee time tracking software”, on behalf of an enterprise B2B company. 41 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.

Standing

UKG Pro

Contested

29% of first choices, contested.

ShowinginAll 50 categories in the September 2026 Edition →

By buyer segment

The same question asked on behalf of a different buyer. Each standing is computed within its segment; they sit side by side and are never added together.

Small business

Homebase21%ContestedStanding →Mid-market

UKG Ready15%ContestedStanding →Enterprise

UKG Pro29%ContestedThis page

01The standing

Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all twelve models, for an enterprise B2B company. Ordered by share.

ProductFirst-choice shareNegative rateLabelsQuadrant

UKG Pro10%29accepted challenger

UKG Ready0%15accepted challenger

Rippling3%31accepted challenger

Dayforce6%17accepted challenger

ADP Workforce Now11%18accepted challenger

Workday Time Tracking12%16accepted challenger

Workday12%17accepted challenger

Show the three products at 0%, ordered by negative rate

Connecteam36%11criticized challenger

Deputy25%12criticized challenger

ADP15%13accepted challenger

Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its vendor page.

Head to head

UKG Ready vs Clockify UKG Ready vs Rippling Clockify vs Rippling

Recommended versus criticized

Every product with at least 10 labels here, on both axes. The 30% line names a quadrant, not the verdict above: that one needs more than 40%.

Criticized challengerCriticized default

Negative label rate →

Accepted challengerEndorsed leader

0%First-choice share → · lines at 30% share and 25% negative40%

Key

UKG Pro29%

UKG Ready20%

Rippling2%

Dayforce2%

ADP Workforce Now2%

Workday Time Tracking2%

Workday2%

ADP0%

Deputy0%

Connecteam0%

02What they warned about

Two of twelve models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Perplexity Sonar, Grok 4.1 Fast, Mistral Small, Llama 4 Maverick, Qwen 3.7 Flash, Kimi K2, GLM 4.7 FlashX and MiniMax M2.5 changed. A high negative share on a product with few labels is a warning. A low share on a product with many labels is salience, not sentiment.

BambooHR

62%

5 of 8 labels negative · 5 of 12 models · 2 hard negative

“BambooHR - may not suit very large enterprises with multiple users or businesses under one system.” Llama 4 Maverick, negative prompt

Clockify

80%

4 of 5 labels negative · 4 of 12 models · 2 hard negative

“Why to avoid: ... cannot handle the complexity of an enterprise.” Gemini 3.5 Flash, negative prompt

Connecteam

36%

4 of 11 labels negative · 3 of 12 models · 3 hard negative

“Small-Business-Focused Tools Scaled Up (e.g., Connecteam, BambooHR T&A Modules) - **Why avoid?** Not built for enterprise HR needs” Grok 4.1 Fast, negative prompt

When I Work

60%

3 of 5 labels negative · 3 of 12 models · 3 hard negative

“When I Work ($2.50/user) don't scale reliably/cost-effectively for thousands” Grok 4.1 Fast, budget prompt

03What they cite

Citations exist only for the models that return a source list: twelve of the twelve in this edition, and all six flagship models on the expanded tier.

Sites the answers cite

64 of 72 answers in this category came back with a source list, from 12 of 12 models: citations where the model returns them, or the search results it consulted. 6 of those lists are Google grounding redirects that name no site and are left out of the counts. 964 links across 271 sites, every framing counted. Ranked by the number of answers carrying the site or page.

learn.g2.com

37 answers · 56 citations · 11 models

gartner.com

vendor site · Gartner31 answers · 43 citations · 11 models

selectsoftwarereviews.com

vendor site · Select Software Reviews29 answers · 29 citations · 10 models

peoplemanagingpeople.com

vendor site · People Managing People27 answers · 29 citations · 10 models

worldmetrics.org

26 answers · 48 citations · 9 models

gitnux.org

20 answers · 23 citations · 9 models

jibble.io

vendor site · Jibble17 answers · 22 citations · 8 models

thedigitalprojectmanager.com

17 answers · 18 citations · 9 models

business.com

16 answers · 19 citations · 8 models

rippling.com

vendor site · Rippling15 answers · 19 citations · 8 models

g2.com

14 answers · 18 citations · 7 models

forbes.com

14 answers · 17 citations · 7 models

Pages the answers cite

The ten pages named in the most answers, by full address. A page here is one the models returned with a recommendation, not one the index endorses.

gartner.com/reviews/market/time-and-attendance-software

29 answers · 11 models

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

28 answers · 10 models

learn.g2.com/best-time-and-attendance-software

24 answers · 9 models

peoplemanagingpeople.com/tools/best-time-and-attendance-software

20 answers · 10 models

learn.g2.com/time-and-attendance-software-for-enterprises

18 answers · 10 models

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

16 answers · 8 models

business.com/categories/time-and-attendance-software

15 answers · 8 models

jibble.io/best-enterprise-time-tracking-software

14 answers · 6 models

nowsta.com/blog/best-time-and-attendance-software-for-enterprises

12 answers · 7 models

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

11 answers · 7 models

04How they answered

Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.

ModelDirect“What is the best time and attendance system for an enterprise B2B company?”Paraphrase“Which employee time tracking software would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade time and attendance systems and how do they differ?”Budget-constrained“What is the best time and attendance system for a large company that needs predictable total cost across thousands of users?”Scale-constrained“We are a 5,000 person company with SSO, SOC 2 and procurement review requirements evaluating a time and attendance system. What should we look at?”Negative“Which time and attendance systems should a large enterprise avoid or be cautious about?”

Claude Haiku 4.5no first choiceUKG ReadyChanged

One alternative

Workday

Rippling, UKG Ready

Five alternatives

ADP Workforce Now, Connecteam, HROne, Timesheet 365, Workday Time Tracking

UKG Pro

Three alternatives

Jibble, Paychex Flex, Workday HCM

no first choicenothing named

GPT-5.4 miniUKG Pro Workforce Management

Two alternatives

ADP Workforce Management, WorkForce Software

Workday Workforce ManagementChanged

Two alternatives

ADP Workforce Management, UKG Pro

UKG Pro Workforce Management / UKG Ready

Six alternatives

ADP Workforce Manager / ADP Time & Attendance, Dayforce, Infor Workforce Management, Oracle Time and Labor, SAP SuccessFactors Time Tracking / SAP Time Management, Workday Time Tracking

UKG Pro Workforce Management, UKG Ready

One alternative

ADP

against: Ripplingno first choiceagainst: ADP Workforce Now, Enterprise eTIME

Gemini 3.5 FlashReplicon

Seven alternatives

ADP Workforce Now / ADP Enterprise HR, Dayforce, HMS Software, Journyx, Rippling, UKG Pro, Workday Time Tracking

RepliconHeld

Four alternatives

Kantata, Rippling, UKG Pro, Workday Time Tracking

UKG Pro Workforce Management

Five alternatives

ADP Enterprise eTIME / ADP Workforce Now, Dayforce, Oracle Fusion Cloud Workforce Management, SAP SuccessFactors Time Management, Workday Time Tracking

Hirebase

Five alternatives

Connecteam, Homebase, Oracle HCM Now, TCP Software, Workday GO

against: ADP, Paycom, SAP SuccessFactors, UKG Prono first choiceagainst: BambooHR, Clockify, Deputy, Homebase, QuickBooks Time, UKG Workforce Central, When I Work

Perplexity SonarUKG Pro Workforce Management / UKG Ready

Four alternatives

ADP, Nowsta, Rippling, Workday

UKG Ready/UKGChanged

Two alternatives

Homebase, TimeClock Plus

against: ClockifyUKG Pro

Six alternatives

ADP, Dayforce, Oracle, Rippling, SAP SuccessFactors, Workday

Homebase

Two alternatives

SAP SuccessFactors, Workforce.com

no first choicenothing named

Grok 4.1 FastUKG Pro

Three alternatives

ADP Time & Attendance, Rippling, Workday Time Tracking

ADP Workforce Now, UKG ProChanged

One alternative

Paycom

against: Clockify, Toggl TrackUKG Pro

Four alternatives

ADP, Dayforce, Rippling, Workday

UKG Pro

Three alternatives

ADP Workforce Now, Paylocity, Rippling

against: Buddy Punch, Connecteam, When I WorkUKG Ready

Two alternatives

Jibble, Rippling

against: ADP, BambooHR, Connecteam, UKG Pro, Workday Time Tracking

Mistral SmallRippling

Three alternatives

Deputy, HROne, UKG Ready

against: Dayforce, WorkdayUKG ReadyChanged

Four alternatives

Everhour, Hubstaff, Time Doctor, Toggl Track

Rippling

Five alternatives

ADP, Dayforce, HROne, Infor Workforce Management, UKG Ready

UKG Ready

Two alternatives

Homebase, Synerion

no first choiceagainst: ADP Time & Attendance, Gusto, Kronos, Mitrefinch

DeepSeek V4 FlashUKG Pro

Three alternatives

ADP Workforce Now, Dayforce, Workday Time Tracking

UKG ProHeld

Four alternatives

ADP Workforce Now, Everhour, Toggl Track, Workday Time Tracking

UKG Pro / Dimensions

Five alternatives

ADP Workforce Now, Dayforce, Infor Workforce Management, Replicon, Workday Time Tracking

TimeClock Plus

Three alternatives

ADP Workforce Now, Dayforce, UKG Pro

against: Buddy Punch, Deputy, TimeCamp, When I Work, Workdayno first choiceagainst: BambooHRagainst: ADP Workforce Now, Clockify, Homebase, Old Kronos 4500, QuickBooks Time, UKG Pro / Kronos, Workday Time Tracking

Llama 4 Maverickno first choiceUKG ReadyChanged

Four alternatives

Connecteam, Jibble, Unrubble, When I Work

Rippling, UKG Ready

Two alternatives

Deputy, HROne

no first choice

Two alternatives

Kenjo, Workday

no first choiceagainst: BambooHR, Connecteam, UKG Pro

Qwen 3.7 FlashUKG Pro

Six alternatives

ADP Workforce Now, Oracle Fusion Cloud HCM, Paylocity, Rippling, SAP SuccessFactors Employee Central, Workday Time Tracking

HarvestChanged

Four alternatives

Deel, QuickBooks Time, Rippling, UKG Pro

against: Oracle, SAPUKG Ready/UKG

Four alternatives

ADP Workforce Now, Paychex Flex, Paycor, Rippling

Paylocity

Two alternatives

UKG Pro, Workday HCM

against: NICEno first choicenothing named

Kimi K2SAP SuccessFactors Time Tracking, UKG Pro

Three alternatives

ADP Workforce Now / ADP Time & Attendance, Rippling, Workday

UKG Pro, Workday Time TrackingChanged

Three alternatives

Oracle Time and Labor, Replicon, SAP SuccessFactors Time Management

UKG Pro

Five alternatives

ADP Workforce Now, Dayforce, Oracle Fusion Cloud HCM, SAP SuccessFactors, Workday Time Tracking

UKG Pro

Two alternatives

ADP, Workday

against: JibbleUKG Pro

Five alternatives

ADP, Hubstaff, Replicon, Rippling, Workday

against: ADP Time & Attendance, UKG/Kronos Private Cloud

GLM 4.7 FlashXno first choiceJibbleChanged

Five alternatives

Hubstaff, SAP SuccessFactors Time Tracking, TMetric, Timely, UKG Ready

UKG Pro

Nine alternatives

ADP Workforce Now, Connecteam, Dayforce, Deputy, Oracle Fusion Cloud HCM, Paycor, Rippling, SAP SuccessFactors Time Management, Workday Time Tracking

Dayforce, UKG Pro, Workday

Five alternatives

ADP Workforce Now + WFM, Buddy Punch, Connecteam, Deputy, Rippling

against: Lathem PayClock Online, TimeClock 365no first choicenothing named

MiniMax M2.5UKG Ready

Three alternatives

HROne, Rippling, Workday

Jibble, UKG ReadyChanged

Two alternatives

ADP Workforce Now, SAP SuccessFactors

UKG Pro

Five alternatives

ADP Workforce Now, Dayforce, Oracle Fusion Cloud HCM, SAP SuccessFactors, Workday Time Tracking

Jibble

Three alternatives

ADP Workforce Now, Deputy, Rippling

no first choice

Four alternatives

Hubstaff, Rippling, TimeClock 365, ZYNTRA Insight

against: BambooHR, Connecteam, Deputy, Homebase

Bold is the first choiceAlternatives are counted; the count opens them.What the answer argued against

05The record

One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency. Full answer text is in the free responses file. Download the record

Seventy-two rows: every prompt, every model, every answer.

Prompt	Model	Version string	Time (UTC)	Searched	Sources	Latency
Direct recommendation	Claude Haiku 4.5	`claude-haiku-4-5-20251001`	2026-09-17 17:58	no	0	6 s
Direct recommendation	GPT-5.4 mini	`gpt-5.4-mini-2026-03-17`	2026-09-17 20:35	yes	3	6 s
Direct recommendation	Gemini 3.5 Flash	`gemini-3.5-flash`	2026-09-17 22:02	yes	18	49 s
Direct recommendation	Perplexity Sonar	`sonar`	2026-09-17 19:39	yes	20	9 s
Direct recommendation	Grok 4.1 Fast	`spacexai/grok-4.1-fast-non-reasoning via vertex`	2026-09-17 20:21	yes	34	18 s
Direct recommendation	Mistral Small	`mistral/mistral-small via mistral`	2026-09-17 19:33	yes	8	8 s
Direct recommendation	DeepSeek V4 Flash	`deepseek/deepseek-v4-flash via fireworks`	2026-09-17 20:58	yes	17	21 s
Direct recommendation	Llama 4 Maverick	`meta/llama-4-maverick via bedrock`	2026-09-17 19:32	yes	6	3 s
Direct recommendation	Qwen 3.7 Flash	`alibaba/qwen3.7-flash via alibaba`	2026-09-17 21:38	no	0	25 s
Direct recommendation	Kimi K2	`moonshotai/kimi-k2 via novita`	2026-09-17 19:29	yes	10	19 s
Direct recommendation	GLM 4.7 FlashX	`zai/glm-4.7-flashx via zai`	2026-09-17 18:11	yes	28	29 s
Direct recommendation	MiniMax M2.5	`minimax/minimax-m2.5 via minimax`	2026-09-17 20:56	yes	16	29 s
Paraphrase	Claude Haiku 4.5	`claude-haiku-4-5-20251001`	2026-09-17 20:40	yes	9	8 s
Paraphrase	GPT-5.4 mini	`gpt-5.4-mini-2026-03-17`	2026-09-17 19:39	yes	3	5 s
Paraphrase	Gemini 3.5 Flash	`gemini-3.5-flash`	2026-09-17 19:27	yes	13	20 s
Paraphrase	Perplexity Sonar	`sonar`	2026-09-17 20:38	yes	20	5 s
Paraphrase	Grok 4.1 Fast	`spacexai/grok-4.1-fast-non-reasoning via vertex`	2026-09-17 20:42	yes	40	21 s
Paraphrase	Mistral Small	`mistral/mistral-small via mistral`	2026-09-17 18:22	yes	13	11 s
Paraphrase	DeepSeek V4 Flash	`deepseek/deepseek-v4-flash via fireworks`	2026-09-17 19:12	yes	17	26 s
Paraphrase	Llama 4 Maverick	`meta/llama-4-maverick via bedrock`	2026-09-17 21:04	yes	5	3 s
Paraphrase	Qwen 3.7 Flash	`alibaba/qwen3.7-flash via alibaba`	2026-09-17 21:05	no	0	29 s
Paraphrase	Kimi K2	`moonshotai/kimi-k2 via novita`	2026-09-17 19:56	yes	13	42 s
Paraphrase	GLM 4.7 FlashX	`zai/glm-4.7-flashx via zai`	2026-09-17 21:46	yes	20	73 s
Paraphrase	MiniMax M2.5	`minimax/minimax-m2.5 via minimax`	2026-09-17 20:53	yes	5	13 s
Comparative	Claude Haiku 4.5	`claude-haiku-4-5-20251001`	2026-09-17 19:14	yes	15	8 s
Comparative	GPT-5.4 mini	`gpt-5.4-mini-2026-03-17`	2026-09-17 20:07	yes	9	10 s
Comparative	Gemini 3.5 Flash	`gemini-3.5-flash`	2026-09-17 18:37	yes	14	27 s
Comparative	Perplexity Sonar	`sonar`	2026-09-17 18:04	yes	16	10 s
Comparative	Grok 4.1 Fast	`spacexai/grok-4.1-fast-non-reasoning via vertex`	2026-09-17 18:35	yes	27	16 s
Comparative	Mistral Small	`mistral/mistral-small via mistral`	2026-09-17 19:48	yes	13	11 s
Comparative	DeepSeek V4 Flash	`deepseek/deepseek-v4-flash via fireworks`	2026-09-17 20:53	yes	28	39 s
Comparative	Llama 4 Maverick	`meta/llama-4-maverick via bedrock`	2026-09-17 20:23	yes	5	2 s
Comparative	Qwen 3.7 Flash	`alibaba/qwen3.7-flash via alibaba`	2026-09-17 18:54	yes	5	27 s
Comparative	Kimi K2	`moonshotai/kimi-k2 via novita`	2026-09-17 21:11	yes	18	33 s
Comparative	GLM 4.7 FlashX	`zai/glm-4.7-flashx via zai`	2026-09-17 21:14	yes	28	43 s
Comparative	MiniMax M2.5	`minimax/minimax-m2.5 via minimax`	2026-09-17 18:48	yes	13	28 s
Budget constrained	Claude Haiku 4.5	`claude-haiku-4-5-20251001`	2026-09-17 18:39	yes	18	11 s
Budget constrained	GPT-5.4 mini	`gpt-5.4-mini-2026-03-17`	2026-09-17 18:04	yes	2	6 s
Budget constrained	Gemini 3.5 Flash	`gemini-3.5-flash`	2026-09-17 19:18	yes	16	27 s
Budget constrained	Perplexity Sonar	`sonar`	2026-09-17 18:50	yes	20	8 s
Budget constrained	Grok 4.1 Fast	`spacexai/grok-4.1-fast-non-reasoning via vertex`	2026-09-17 20:35	yes	33	25 s
Budget constrained	Mistral Small	`mistral/mistral-small via mistral`	2026-09-17 17:53	yes	19	14 s
Budget constrained	DeepSeek V4 Flash	`deepseek/deepseek-v4-flash via fireworks`	2026-09-17 20:14	yes	28	28 s
Budget constrained	Llama 4 Maverick	`meta/llama-4-maverick via bedrock`	2026-09-17 21:08	yes	5	3 s
Budget constrained	Qwen 3.7 Flash	`alibaba/qwen3.7-flash via alibaba`	2026-09-17 20:58	no	0	29 s
Budget constrained	Kimi K2	`moonshotai/kimi-k2 via novita`	2026-09-17 19:40	yes	30	120 s
Budget constrained	GLM 4.7 FlashX	`zai/glm-4.7-flashx via zai`	2026-09-17 21:35	yes	27	155 s
Budget constrained	MiniMax M2.5	`minimax/minimax-m2.5 via minimax`	2026-09-17 18:57	yes	19	47 s
Scale constrained	Claude Haiku 4.5	`claude-haiku-4-5-20251001`	2026-09-17 20:06	no	0	7 s
Scale constrained	GPT-5.4 mini	`gpt-5.4-mini-2026-03-17`	2026-09-17 19:54	no	0	11 s
Scale constrained	Gemini 3.5 Flash	`gemini-3.5-flash`	2026-09-17 18:27	yes	6	27 s
Scale constrained	Perplexity Sonar	`sonar`	2026-09-17 21:02	yes	20	15 s
Scale constrained	Grok 4.1 Fast	`spacexai/grok-4.1-fast-non-reasoning via vertex`	2026-09-17 20:17	yes	20	12 s
Scale constrained	Mistral Small	`mistral/mistral-small via mistral`	2026-09-17 21:24	no	0	7 s
Scale constrained	DeepSeek V4 Flash	`deepseek/deepseek-v4-flash via fireworks`	2026-09-17 18:44	yes	20	20 s
Scale constrained	Llama 4 Maverick	`meta/llama-4-maverick via bedrock`	2026-09-17 18:57	yes	5	7 s
Scale constrained	Qwen 3.7 Flash	`alibaba/qwen3.7-flash via alibaba`	2026-09-17 17:55	yes	5	27 s
Scale constrained	Kimi K2	`moonshotai/kimi-k2 via novita`	2026-09-17 19:17	yes	25	42 s
Scale constrained	GLM 4.7 FlashX	`zai/glm-4.7-flashx via zai`	2026-09-17 21:28	no	0	38 s
Scale constrained	MiniMax M2.5	`minimax/minimax-m2.5 via minimax`	2026-09-17 21:01	yes	10	23 s
Negative framing	Claude Haiku 4.5	`claude-haiku-4-5-20251001`	2026-09-17 21:08	yes	9	8 s
Negative framing	GPT-5.4 mini	`gpt-5.4-mini-2026-03-17`	2026-09-17 21:24	yes	5	7 s
Negative framing	Gemini 3.5 Flash	`gemini-3.5-flash`	2026-09-17 22:02	yes	7	51 s
Negative framing	Perplexity Sonar	`sonar`	2026-09-17 20:13	yes	20	8 s
Negative framing	Grok 4.1 Fast	`spacexai/grok-4.1-fast-non-reasoning via vertex`	2026-09-17 21:38	yes	24	17 s
Negative framing	Mistral Small	`mistral/mistral-small via mistral`	2026-09-17 21:07	yes	17	10 s
Negative framing	DeepSeek V4 Flash	`deepseek/deepseek-v4-flash via fireworks`	2026-09-17 19:29	yes	29	48 s
Negative framing	Llama 4 Maverick	`meta/llama-4-maverick via bedrock`	2026-09-17 18:29	yes	5	3 s
Negative framing	Qwen 3.7 Flash	`alibaba/qwen3.7-flash via alibaba`	2026-09-17 20:37	yes	10	28 s
Negative framing	Kimi K2	`moonshotai/kimi-k2 via novita`	2026-09-17 18:07	yes	30	65 s
Negative framing	GLM 4.7 FlashX	`zai/glm-4.7-flashx via zai`	2026-09-17 21:17	yes	27	43 s
Negative framing	MiniMax M2.5	`minimax/minimax-m2.5 via minimax`	2026-09-17 20:17	yes	18	75 s

Normalization in this category

Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.

Category-scoped readings

Akrivia read as Akrivia HCM

Ceridian Dayforce read as Dayforce

Oracle Cloud HCM read as Oracle Fusion Cloud HCM

Oracle HCM read as Oracle Fusion Cloud HCM

Oracle HCM Cloud read as Oracle Fusion Cloud HCM

QuickBooks Workforce read as QuickBooks Time

Unresolved, counted raw

ADP Enterprise eTIME / ADP Workforce Now

ADP Workforce Manager / ADP Time & Attendance

ADP Workforce Now / ADP Enterprise HR

DeWitt

Enterprise eTIME (Legacy)

GaiaWorks

HMS Software (TimeControl)

Hirebase

Journyx

Kenjo

Kronos Workforce Ready / Workforce Central

Lathem PayClock Online

Mitrefinch

Old Kronos 4500

Oracle HCM Now

SAP SuccessFactors Time Tracking / SAP Time Management

SD Worx Time

Sprout Solutions

Tempo

UKG/Kronos Private Cloud

ZYNTRA Insight

Discontinued, still offered

No shut-down product was recommended here.

Time and attendance for enterprise buyers

By buyer segment

01The standing

Recommended versus criticized

02What they warned about

03What they cite

Sites the answers cite

Pages the answers cite

04How they answered

05The record

Normalization in this category

Also in core hr and payroll