Employee monitoring
Asked as “employee monitoring tool”, and as “workforce productivity analytics software”, on behalf of a mid-market B2B company. 51 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each. Added to the October 2026 Edition on October 4, 2026; its answers are read by the distilled judge (ai-indexes-judge-qwen3-14b-run3), not the claude-opus-5 judge of the earlier categories: how the two compare.
Standing · first-choice share
33%
Contested · Insightful 16%
33ActivTrak16Insightful12Apploye39others
33% of first choices, contested.
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.
The standing
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. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince September 2026
The floor is 13 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its product page.
All twenty-one head-to-head pages: the top seven products, each against each
ActivTrak vs TeramindActivTrak vs DeskTimeActivTrak vs Time DoctorInsightful vs ApployeInsightful vs HubstaffInsightful vs TeramindInsightful vs DeskTimeInsightful vs Time DoctorApploye vs HubstaffApploye vs TeramindApploye vs DeskTimeApploye vs Time DoctorHubstaff vs TeramindHubstaff vs DeskTimeHubstaff vs Time DoctorTeramind vs DeskTimeTeramind vs Time DoctorDeskTime vs Time Doctor
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 →
01
02
03
04
05
06
07Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative50%
Key
01ActivTrak33%
ActivTrak33%02Insightful16%
Insightful16%03Apploye12%
Apploye12%04Hubstaff8%
Hubstaff8%05Teramind4%
Teramind4%06DeskTime2%
DeskTime2%07Time Doctor2%
Time Doctor2%What they warned about
Three of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Perplexity Sonar, Mistral Small, Llama 4 Maverick, Qwen 3.7 Flash, Kimi K2, GLM 4.7 FlashX, MiniMax M2.5, GPT-6 Luna and Muse Glimmer 30B 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.
Teramind19%
9 of 48 labels negative · 9 of 14 models · 5 hard negative
“Frequently cited in controversies, including a 2024-2026 lawsuit by MindsEye (Build a Rocket Boy) employees and the IWGB union.” Grok 4.1 Fast, negative prompt
Time Doctor23%
7 of 31 labels negative · 7 of 14 models · 1 hard negative
“Screenshots, keystroke logging, video capture, website/app monitoring” Kimi K2, negative prompt
Hubstaff16%
7 of 44 labels negative · 6 of 14 models · 2 hard negative
“Frequently cited in privacy complaints for requiring installation on work devices with tracking capabilities” GLM 4.7 FlashX, negative prompt
StaffCop
100%
4 of 4 labels negative · 4 of 14 models · 3 hard negative
“Cited by privacy advocates for aggressive data collection practices” GLM 4.7 FlashX, negative prompt
What they cite
Citations exist only for the models that return a source list: fourteen of the fourteen in this edition, and all six flagship models on the expanded tier.
Sites the answers cite
77 of 84 answers in this category came back with a source list, from 14 of 14 models: citations where the model returns them, or the search results it consulted. 993 links across 212 sites, every framing counted. Ranked by the number of answers carrying the site or page. None of the 252 answers across every segment cited this index's own page for the category.
vendor site · CurrentWare44 answers · 58 citations · 12 models
vendor site · Insightful43 answers · 76 citations · 14 models
34 answers · 37 citations · 10 models
33 answers · 46 citations · 12 models
31 answers · 40 citations · 10 models
vendor site · Hubstaff27 answers · 34 citations · 12 models
vendor site · Teramind21 answers · 32 citations · 10 models
vendor site · G220 answers · 24 citations · 9 models
vendor site · ActivTrak19 answers · 25 citations · 10 models
vendor site · WorkTime17 answers · 22 citations · 10 models
vendor site · TMetric16 answers · 19 citations · 9 models
vendor site · Time Champ15 answers · 17 citations · 8 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.
33 answers · 10 models
28 answers · 10 models
20 answers · 10 models
16 answers · 9 models
16 answers · 9 models
14 answers · 7 models
14 answers · 8 models
13 answers · 7 models
13 answers · 9 models
12 answers · 7 models
Search against answers
Each company's standing in the answers beside its site's footprint in Google search, one row a site: the products the models named on it with their shares, and the share they add up to; monthly searches on Google, and DataForSEO's estimate of AI search demand (modeled from search signals, directional, not a count of queries to any assistant), for the most-searched of the company's and its products' names (the name is in each row's hover text); estimated monthly organic visits to the site; and its best position in Google's top ten for “best employee monitoring tool”, “employee monitoring tool”, “employee monitoring tools”. US estimates from DataForSEO and Google's Ads Transparency Center. A small company's site, or a mid-sized company's site for its flagship, is marked company; a product on a large parent's site (Google, Microsoft) has no site figures. A column with no figures for this category is left out, and an empty cell means none were seen, not none exist. Two measurements side by side: neither is read as the cause of the other.
| Company and products | Share | Own site cited | Name searches, Google | AI search demand, est. | Organic visits | Paid search a month, est. | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|---|
| ActivTrak activtrak.com | 33% | 146 | 8,100 | 156 | 18,356 | $11,550 | 47 | 1 |
| Insightful insightful.io | 16% | 106 | 135,000 | 31,732 | 51,763 | $34 | 37 | 6 |
| Apploye apploye.com | 12% | 36 | 480 | 4 | 45,528 | 1 | ||
| Hubstaff hubstaff.com | 8% | 152 | 18,100 | 202 | 100,097 | 120 | ||
| Teramind teramind.co | 4% | 130 | 5,400 | 119 | 19,425 | $518 | 48 | |
| E-Monitor | 4% | 210 | 206 | |||||
| Jibble jibble.io | 4% | 66 | 9,900 | 108 | 67,211 | 1 | ||
| DeskTime desktime.com | 2% | 41 | 1,000 | 25 | 9,245 | 5 | ||
| Time Doctor timedoctor.com | 2% | 85 | 4,400 | 2,638 | 19,456 | 21 | ||
| WorkTime worktime.com | 2% | 22 | 3,600 | 17 | 13,333 | 9 |
Google's top ten for the three searches hold 21 sites; 4 of them are among the sites the models cited here (activtrak.com, insightful.io, peoplemanagingpeople.com, worktime.com). The first result for “best employee monitoring tool” is reddit.com.
How 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.ShowHide
How 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.
ShowHideModelDirect“What is the best employee monitoring tool for a mid-market B2B company?”Paraphrase“Which workforce productivity analytics software would you recommend to a mid-sized B2B company?”Comparative“What are the top employee monitoring tools and how do they differ?”Budget-constrained“What is the best employee monitoring tool for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating an employee monitoring tool. What should we look at?”Negative“Which employee monitoring tools should I avoid or be cautious about?”
Claude Haiku 4.5eMonitorActivTrakChangedno first choiceApploye, DeskTimeno first choiceagainst: Teramind, Time Doctor, Veriato
Four alternatives
ActivTrak, Hubstaff, Insightful, TeramindThree alternatives
HiBob Analytics, Insightful, Microsoft Viva InsightsThree alternatives
Hubstaff, SentryPC, We360.aiGPT-5.4 miniActivTrakInsightfulChangedActivTrakHubstaffno first choicenothing named
Two alternatives
Hubstaff, TeramindOne alternative
TeramindTwo alternatives
Hubstaff, TeramindThree alternatives
ActivTrak, DeskTime, TeramindGemini 3.5 FlashActivTrakActivTrakHeldTeramindApployeno first choiceagainst: Apploye, Buddy Punch, Deputy, Desklog, Hubstaff, Monitask, Time Doctor, Vericlock, When I Work
Three alternatives
Insightful, Teramind, Time DoctorFour alternatives
Hubstaff, Insightful, Microsoft Viva Insights, TeramindFour alternatives
ActivTrak, Hubstaff, Insightful, Time DoctorFour alternatives
ActivTrak, Clockify, Jibble, StaffCounterPerplexity SonarInsightfulADP Workforce Now, VisierChangedno first choiceHubstaffno first choicenothing named
Four alternatives
ActivTrak, Hubstaff, Teramind, Time DoctorThree alternatives
ActivTrak, Insightful, LatticeThree alternatives
Apploye, DeskTime, WebWorkGrok 4.1 FastInsightfulInsightfulHeldTeramindActivTrakagainst: Homebase, Hubstaff, InsightfulHubstaff, Teramindagainst: Time Doctoragainst: Controlio, Hubstaff, InterGuard, Teramind, Veriato
Four alternatives
ActivTrak, Teramind, Time Doctor, WebWork Time TrackerThree alternatives
ActivTrak, Teramind, Time DoctorSeven alternatives
ActivTrak, DeskTime, Hubstaff, Insightful, Kickidler, Time Doctor, VeriatoThree alternatives
Apploye, DeskTime, WorkTimeTwo alternatives
ActivTrak, InsightfulMistral SmallActivTrakHiBobChangedno first choiceApployeno first choicenothing named
Two alternatives
Insightful, Time DoctorFour alternatives
ADP Workforce Now, Insightful, Lattice, TeramindTwo alternatives
DeskTime, InsightfulDeepSeek V4 FlashActivTrakActivTrakHeldTeramindJibbleno first choiceagainst: ActivTrak, Controlio, Hubstaff, InterGuard, RemoteDesk, StaffCop, Teramind, Time Doctor, Veriato, WorkExaminer
Three alternatives
Hubstaff, Teramind, Time DoctorFour alternatives
Insightful, Microsoft Viva Insights, Prodoscore, TeramindSix alternatives
ActivTrak, Connecteam, CurrentWare, Hubstaff, Insightful, Time DoctorThree alternatives
ActivTrak, Apploye, HubstaffLlama 4 Maverickno first choiceTeramindChangedno first choiceApployeno first choicenothing named
Two alternatives
HiBob, InsightfulTwo alternatives
CurrentWare, TMetricQwen 3.7 FlashActivTrakInsightfulChangedno first choiceClockifyno first choiceagainst: Teramind, Work Examiner
Six alternatives
Google Workplace Insights, HubSpot Insights, Hubstaff, Microsoft Viva Insights, Salesforce Activity Monitoring, TeramindThree alternatives
Lattice, Monday.com, TeramindThree alternatives
Insight2, RescueTime, Time DoctorKimi K2ActivTrakActivTrak, InsightfulChangedTeramindE-Monitor, Time Champno first choiceagainst: ActivTrak, FlexiSpy, Hubstaff, InterGuard, Sneek, StaffCop, Teramind, Time Doctor, WorkExaminer, iMonitor
Three alternatives
Hubstaff, Teramind, Time DoctorFour alternatives
ADP Workforce Now, Clockify, Hubstaff, TeramindEleven alternatives
ActivTrak, Hubstaff, Insightful, InterGuard, KeepActive, Kickidler, RescueTime, Rize, Time Doctor, Traqq, Veriato/CerebralThree alternatives
ActivityWatch, Controlio, HubstaffTwo alternatives
Microsoft Purview, ProofpointGLM 4.7 FlashXActivTrakActivTrak, InsightfulChangedInsightfulApploye, Hubstaffagainst: ActivTrak, Time Doctorno first choiceagainst: CleverControl, Hubstaff, StaffCop, Teramind
Four alternatives
Controlio, Hubstaff, Insightful, TeramindThree alternatives
Crunchr, HiBob, HubstaffSix alternatives
ActivTrak, Hubstaff, RescueTime, Teramind, Time Doctor, Veriato VisionTwo alternatives
Connecteam, InsightfulMiniMax M2.5E-Monitoragainst: TeramindInsightfulChangedHubstaffApployeno first choicenothing named
Three alternatives
ActivTrak, Insightful, Time DoctorThree alternatives
Microsoft Viva Insights, Sapience Analytics, Workday People AnalyticsFour alternatives
ActivTrak, DeskTime, Teramind, Time DoctorGPT-6 LunaActivTrakMicrosoft Viva InsightsChangedActivTrakWorkTimeno first choiceagainst: Teramind
Two alternatives
Insightful, TeramindOne alternative
ActivTrakFour alternatives
Hubstaff, Insightful, Teramind, Time DoctorTwo alternatives
ActivTrak, HubstaffMuse Glimmer 30BActivTrak, Time DoctorActivTrakChangedno first choiceActivTrak, Jibbleno first choiceagainst: CleverControl, Hubstaff, StaffCop, Teramind, Time Doctor
Three alternatives
E-Monitor, Hubstaff, InsightfulTwo alternatives
ADP Workforce Now, InsightfulEight alternatives
ActivTrak, DeskTime, Hubstaff, Insightful, Teramind, Time Doctor, Veriato Vision, Work ExaminerFour alternatives
Apploye, DeskTime, Hubstaff, Insightful’s free BasicBold is the first choiceAlternatives are counted; the count opens them.What the answer argued against
The 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
Eighty-four 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 | 2026-10-04 22:20 | yes | 9 | 7 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:16 | yes | 3 | 7 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:38 | yes | 17 | 28 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-04 22:25 | yes | 18 | 3 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:39 | yes | 22 | 9 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:34 | yes | 14 | 8 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:38 | yes | 24 | 30 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:18 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:14 | no | 0 | 26 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:29 | yes | 12 | 17 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:13 | yes | 15 | 33 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:13 | yes | 8 | 12 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:15 | yes | 3 | 14 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:39 | yes | 24 | 23 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:24 | yes | 18 | 10 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:37 | yes | 2 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:35 | yes | 16 | 30 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-04 22:24 | yes | 20 | 3 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:13 | yes | 24 | 9 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:21 | yes | 5 | 4 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:36 | yes | 22 | 41 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:22 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:36 | yes | 10 | 36 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:22 | yes | 15 | 34 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:22 | yes | 15 | 18 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:30 | yes | 5 | 13 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:40 | yes | 2 | 15 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:16 | yes | 23 | 29 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:19 | yes | 9 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:14 | yes | 5 | 8 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:31 | yes | 17 | 23 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-04 22:16 | yes | 19 | 3 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:18 | yes | 15 | 9 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:19 | yes | 9 | 7 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:32 | yes | 19 | 39 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:28 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:36 | yes | 5 | 13 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:23 | yes | 12 | 27 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:15 | yes | 18 | 101 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:36 | yes | 15 | 24 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:24 | yes | 6 | 21 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:22 | yes | 11 | 25 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:34 | yes | 10 | 9 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:22 | yes | 3 | 6 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:24 | yes | 17 | 22 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-04 22:22 | yes | 18 | 3 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:38 | yes | 23 | 9 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:17 | yes | 9 | 5 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:31 | yes | 19 | 20 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:32 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:30 | no | 0 | 26 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:32 | yes | 8 | 42 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:21 | yes | 22 | 45 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:21 | yes | 5 | 21 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:24 | yes | 3 | 7 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:29 | yes | 11 | 16 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:39 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:33 | no | 0 | 9 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:39 | yes | 8 | 28 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-04 22:28 | yes | 19 | 5 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:25 | yes | 19 | 12 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:23 | no | 0 | 8 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:28 | yes | 23 | 45 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:35 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:18 | yes | 5 | 21 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:41 | no | 0 | 67 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:15 | yes | 25 | 102 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:23 | no | 0 | 9 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:28 | yes | 4 | 23 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:31 | yes | 14 | 20 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:37 | yes | 18 | 9 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:14 | yes | 4 | 5 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:33 | yes | 18 | 25 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-04 22:26 | yes | 20 | 5 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:18 | yes | 19 | 11 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:29 | yes | 5 | 5 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:37 | yes | 24 | 33 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:37 | yes | 5 | 4 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:39 | yes | 14 | 41 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:16 | yes | 23 | 33 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:39 | yes | 23 | 22 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:16 | yes | 9 | 22 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:35 | yes | 2 | 17 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:38 | yes | 13 | 18 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
ShowHide
Category-scoped readings
Toggl read as Toggl Track
Unresolved, counted raw
FlexiSpy
Google Workplace Insights
HiBob Analytics
HubSpot Insights
Insight2
Insightful’s free Basic
Proofpoint
RemoteDesk
Salesforce Activity Monitoring
Sneek
StaffCounter
Veyon
WebWork Time Tracker
iMonitor
Discontinued, still offered
No shut-down product was recommended here.