Index › HR › Onboarding and employee experience › Internal communications › Enterprise · November 2026 Edition
Internal communications and intranet for enterprise buyers
Asked as “employee intranet”, and as “internal communications platform”, on behalf of an enterprise B2B company. 51 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
22%
Contested · Staffbase 14%
22Simpplr14Staffbase10Microsoft SharePoint55others
22% of first choices, contested.
Since October 2026▲+5Since October 2026: 17% → 22%, +5 points. Inside the 13-point floor: within noise.Simpplr held the lead, +5 points on 17%, inside the 13-point floor.
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
Jostle23%Contested↗new leaderNew leader since October 2026: Jostle (23%) replaces Slack (20% then, 19% now), 4 points clear, inside the 13-point floor.Standing →Mid-market
Simpplr16%Contested↗new leaderNew leader since October 2026: Simpplr (16%) replaces Microsoft Teams (14% then, 11% now), 5 points clear, inside the 13-point floor.Standing →EnterpriseSimpplr22%Contested▲+5Since October 2026: 17% → 22%, +5 points. Inside the 13-point floor: within noise.This page
Jostle23%Contested↗new leaderNew leader since October 2026: Jostle (23%) replaces Slack (20% then, 19% now), 4 points clear, inside the 13-point floor.Standing →Mid-marketSimpplr16%Contested↗new leaderNew leader since October 2026: Simpplr (16%) replaces Microsoft Teams (14% then, 11% now), 5 points clear, inside the 13-point floor.Standing →EnterpriseSimpplr22%Contested▲+5Since October 2026: 17% → 22%, +5 points. Inside the 13-point floor: within noise.This pageThe standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince October 2026
01Simpplr22%9%55accepted challenger▲+5Since October 2026: 17% → 22%, +5 points. Inside the 13-point floor: within noise.17% → 22%
Simpplr22%9%55accepted challenger▲+5Since October 2026: 17% → 22%, +5 points. Inside the 13-point floor: within noise.17% → 22%02
Staffbase14%7%46accepted challenger=heldSince October 2026: 14% → 14%, ±0 points. Inside the 13-point floor: within noise.14% → 14%
Staffbase14%7%46accepted challenger=heldSince October 2026: 14% → 14%, ±0 points. Inside the 13-point floor: within noise.14% → 14%03
Microsoft Teams10%27%11criticized challenger▲+1Since October 2026: 9% → 10%, +1 point. Inside the 13-point floor: within noise.9% → 10%
Microsoft Teams10%27%11criticized challenger▲+1Since October 2026: 9% → 10%, +1 point. Inside the 13-point floor: within noise.9% → 10%04
Microsoft SharePoint10%51%47criticized challenger▼−7Since October 2026: 17% → 10%, −7 points. Inside the 13-point floor: within noise.17% → 10%
Microsoft SharePoint10%51%47criticized challenger▼−7Since October 2026: 17% → 10%, −7 points. Inside the 13-point floor: within noise.17% → 10%05
Unily8%7%44accepted challenger▲+5Since October 2026: 3% → 8%, +5 points. Inside the 13-point floor: within noise.3% → 8%
Unily8%7%44accepted challenger▲+5Since October 2026: 3% → 8%, +5 points. Inside the 13-point floor: within noise.3% → 8%06
Workvivo4%10%50accepted challenger▲+1Since October 2026: 3% → 4%, +1 point. Inside the 13-point floor: within noise.3% → 4%
Workvivo4%10%50accepted challenger▲+1Since October 2026: 3% → 4%, +1 point. Inside the 13-point floor: within noise.3% → 4%07
LumApps2%17%36accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 13-point floor: within noise.0% → 2%
LumApps2%17%36accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 13-point floor: within noise.0% → 2%Show the four products at 0%, ordered by negative rate
10
Atlassian Confluence0%53%15criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise.0% → 0%
Atlassian Confluence0%53%15criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise.0% → 0%11
Workplace from Meta Lab in the set0%50%14criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise.0% → 0%
Workplace from Meta Lab in the set0%50%14criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise.0% → 0%09
Blink0%7%14accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise.0% → 0%
Blink0%7%14accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise.0% → 0%08
Happeo0%6%16accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise.0% → 0%
Happeo0%6%16accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise.0% → 0%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 can't be told apart from repeat variation, and both are shown. Each index measures its own floor from its own repeat, over its own categories, so the floor differs from one index to the next. Both editions asked the same fourteen models. 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.
Workplace from Meta is made by Meta, whose model Llama 4 Maverick and Muse Glimmer 30B is in the set. On the four share prompts that model made it the first choice zero times of 8; the other twelve models zero times of 48. Lab treatment is defined on the method page; the row is marked, not excluded.
Head to headHead-to-head pages are published for mid-market buyers, so these open on mid-market figures, not enterprise.
All twenty-eight head-to-head pages: the top eight products, each against each
Simpplr vs ConnecteamSimpplr vs SlackSimpplr vs Google WorkspaceSimpplr vs WorkvivoMicrosoft SharePoint vs Microsoft TeamsMicrosoft SharePoint vs JostleMicrosoft SharePoint vs ConnecteamMicrosoft SharePoint vs SlackMicrosoft SharePoint vs Google WorkspaceMicrosoft SharePoint vs WorkvivoMicrosoft Teams vs JostleMicrosoft Teams vs ConnecteamMicrosoft Teams vs SlackMicrosoft Teams vs Google WorkspaceMicrosoft Teams vs WorkvivoJostle vs ConnecteamJostle vs SlackJostle vs Google WorkspaceJostle vs WorkvivoConnecteam vs SlackConnecteam vs Google WorkspaceConnecteam vs WorkvivoSlack vs Google WorkspaceSlack vs WorkvivoGoogle Workspace vs Workvivo
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 →
0102030405060708091011Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01Simpplr22%
Simpplr22%02Staffbase14%
Staffbase14%03Microsoft Teams10%
Microsoft Teams10%04Microsoft SharePoint10%
Microsoft SharePoint10%05Unily8%
Unily8%06Workvivo4%
Workvivo4%07LumApps2%
LumApps2%08Happeo0%
Happeo0%09Blink0%
Blink0%10Atlassian Confluence0%
Atlassian Confluence0%11Workplace from Meta0%
Workplace from Meta0%What they warned about
Zero of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, Perplexity Sonar, Grok 4.20, Mistral Small, DeepSeek V4 Flash, 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.
Microsoft SharePoint51%
24 of 47 labels negative · 14 of 14 models · 4 hard negative
“large enterprises should be cautious about: any on-premise SharePoint Server 2016/2019 instances post-July 2026; using SharePoint as a primary communications intranet without a dedicated layer” Muse Glimmer 30B, negative prompt
Atlassian Confluence53%
8 of 15 labels negative · 8 of 14 models · 1 hard negative
“Confluence as a standalone intranet (only as a documentation/wiki tool)” GLM 4.7 FlashX, negative prompt
Workplace from Meta50%
7 of 14 labels negative · 7 of 14 models · 6 hard negative
“Meta officially sunset Workplace ... Any enterprise currently on Workplace must migrate off it, and no new implementation should consider it.” Gemini 3.5 Flash, negative prompt
LumApps17%
6 of 36 labels negative · 5 of 14 models · 1 hard negative
“Pricing is quote-only” GLM 4.7 FlashX, budget prompt
What they cite
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted.
Sites the answers cite
76 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. 859 links across 178 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 · Workvivo41 answers · 66 citations · 12 models
vendor site · Simpplr33 answers · 61 citations · 13 models
vendor site · G226 answers · 33 citations · 10 models
vendor site · MangoApps22 answers · 35 citations · 11 models
vendor site · Jint20 answers · 21 citations · 12 models
vendor site · LumApps18 answers · 27 citations · 10 models
vendor site · AgilityPortal18 answers · 24 citations · 10 models
vendor site · Oak17 answers · 22 citations · 10 models
vendor site · Unily17 answers · 22 citations · 10 models
vendor site · Rework17 answers · 20 citations · 8 models
vendor site · Staffbase16 answers · 23 citations · 8 models
16 answers · 20 citations · 10 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.
23 answers · 11 models
16 answers · 8 models
13 answers · 10 models
12 answers · 8 models
12 answers · 9 models
10 answers · 7 models
9 answers · 6 models
9 answers · 6 models
8 answers · 7 models
8 answers · 6 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 intranet”, “employee intranet”, “intranet platforms”. 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 |
|---|---|---|---|---|---|---|---|---|
| Simpplr simpplr.com | 22% | 127 | 2,400 | 56 | 195,755 | $1,221 | 42 | 9 |
| Microsoft Teams microsoft.com Microsoft Teams 10%, Microsoft SharePoint 10%, Microsoft SharePoint + Viva Connections 2% | 22% | 136 | 673,000 | 16,550 | 145,358,109 | $12,455 | 103 | |
| Staffbase staffbase.com | 14% | 184 | 1,900 | 46 | 36,256 | 44 | 8 | |
| Unily unily.com | 8% | 71 | 1,000 | 21 | 19,004 | $581 | 43 | |
| Workvivo workvivo.com | 4% | 154 | 14,800 | 150 | 18,766 | $549 | 45 | 3 |
| Slack slack.com | 4% | 69 | 1,000,000 | 30,850 | 1,672,555 | $27 | 120 | |
| Elcom elcom.com.au | 4% | 4 | ||||||
| LumApps lumapps.com | 2% | 86 | 1,600 | 31 | 26,580 | $158 | 44 | |
| Firstup firstup.io | 2% | 42 | 6,600 | 55 | 52,794 | $307 | 10 | |
| Microsoft Viva | 2% | 1,900 | 233 |
Google's top ten for the three searches hold 22 sites; 4 of them are among the sites the models cited here (mangoapps.com, simpplr.com, staffbase.com, workvivo.com). The first result for “best employee intranet” is peoplemanagingpeople.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 intranet for an enterprise B2B company?”Paraphrase“Which internal communications platform would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade intranet platforms and how do they differ?”Budget-constrained“What is the best employee intranet 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 an employee intranet. What should we look at?”Negative“Which intranet platforms should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5Oak EngageMicrosoft Teams, SlackChangedno first choiceElcomno first choiceagainst: Happeo, LumApps, Microsoft SharePoint, Simpplr
Five alternatives
LumApps, Simpplr, Staffbase, Unily, WorkvivoTwo alternatives
Microsoft Viva Engage, Workplace from MetaOne alternative
UnilyGPT-5.4 miniMicrosoft SharePointStaffbaseChangedno first choiceagainst: Atlassian ConfluenceStaffbaseagainst: Microsoft SharePoint, Microsoft Vivano first choiceagainst: Microsoft SharePoint
Three alternatives
LumApps, Simpplr, WorkvivoTwo alternatives
Microsoft Viva Engage, SimpplrSeven alternatives
Happeo, LumApps, Microsoft SharePoint, Simpplr, Staffbase, Unily, WorkvivoOne alternative
SimpplrGemini 3.5 FlashUnilyStaffbaseChangedno first choiceMicrosoft SharePoint + Viva Connectionsno first choiceagainst: Microsoft SharePointagainst: Atlassian Confluence, Basecamp, Coda, Google Currents, Microsoft SharePoint, Microsoft Teams, Notion, Slack, Slite, Workplace from Meta, Zoom Team Chat
Four alternatives
LumApps, Microsoft Viva, Simpplr, StaffbaseThree alternatives
Firstup, Microsoft Viva, WorkvivoSeven alternatives
Engage, LumApps, Microsoft SharePoint + Viva Connections, Simpplr, Staffbase, Unily, WorkvivoFour alternatives
Axero Communifire, Simpplr, Staffbase, UnilyPerplexity SonarSimpplrStaffbaseChangedagainst: Microsoft Teams or SharePointMicrosoft SharePointagainst: Atlassian ConfluenceMicrosoft SharePoint Online with Microsoft Vivano first choiceagainst: MangoApps, Microsoft SharePoint, Staffbase, Workvivo
Five alternatives
Happeo, LumApps, Microsoft SharePoint, Unily, WorkvivoThree alternatives
Firstup, Unily, WorkvivoSeven alternatives
Happeo, Interact, LumApps, Simpplr, Staffbase, Unily, WorkvivoFour alternatives
Simpplr, Staffbase, Unily, WorkvivoGrok 4.20SimpplrMicrosoft TeamsChangedUnilyagainst: Microsoft SharePoint, Workplace from MetaMicrosoft SharePointagainst: Blink, Jostle, LumApps, Simpplr, Staffbase, Unily, WorkvivoSimpplragainst: Atlassian Confluence, Igloo Software, Lotus Notes, Microsoft SharePoint
Three alternatives
Microsoft SharePoint, Unily, WorkvivoFive alternatives
Google Workspace, Slack, Staffbase, Unily, WorkvivoThree alternatives
Simpplr, Staffbase, WorkvivoFive alternatives
Blink, Microsoft SharePoint/Viva, Poppulo, Staffbase, WorkvivoMistral SmallMicrosoft SharePoint, Workvivono first choiceChangedno first choiceMicrosoft SharePointno first choiceagainst: Atlassian Confluence, LumApps, Microsoft SharePoint, Simpplr, Workplace from Meta
Two alternatives
SAP SuccessFactors, SimpplrSeven alternatives
Interact, LumApps, MangoApps, Microsoft SharePoint, Microsoft Viva, Simpplr, UnilyTwo alternatives
Simpplr, UnilyDeepSeek V4 FlashSimpplragainst: Microsoft SharePoint, WorkvivoFirstupChangedSimpplrThoughtFarmerno first choiceagainst: Beekeeper, Igloo Software, Jive, LiveTiles, Microsoft SharePoint, Workplace from Meta
Two alternatives
LumApps, UnilySeven alternatives
Microsoft Teams, Microsoft Viva, Simpplr, Slack, Staffbase, Unily, WorkvivoFive alternatives
LumApps, Microsoft SharePoint, Staffbase, Unily, WorkvivoTwo alternatives
Microsoft SharePoint, SimpplrLlama 4 Maverickno first choiceSlackChangedno first choiceJint, Simpplr, Unilyno first choiceagainst: Atlassian Confluence, LumApps, Microsoft SharePoint, Simpplr, Workplace from Meta
Four alternatives
Microsoft Teams, Simpplr, Staffbase, WorkvivoQwen 3.7 FlashSimpplr, WorkvivoMicrosoft Teams, Microsoft VivaChangedUnilyCaspioagainst: Microsoft SharePoint, Microsoft Teamsno first choiceagainst: Microsoft SharePoint
Three alternatives
Connecteam, Microsoft SharePoint, SAP SuccessFactorsTwo alternatives
RallyBound, SlackFour alternatives
AgilityPortal, LumApps, Simpplr, WorkvivoTwo alternatives
Elcom, ZiteKimi K2SimpplrMicrosoft TeamsChangedLumApps, Simpplr, Workvivoagainst: Microsoft SharePoint, UnilySimpplragainst: Microsoft SharePointno first choiceagainst: Drupal, Liferay, Meta's Workplace, Microsoft 365, Microsoft SharePoint, Staffbase, WordPress, Workvivo
Three alternatives
Microsoft SharePoint, Staffbase, WorkvivoTwo alternatives
Slack, StaffbaseFour alternatives
Blink, Firstup, Interact, StaffbaseGLM 4.7 FlashXMicrosoft SharePointMicrosoft TeamsChangedMicrosoft SharePointagainst: JiveMangoAppsagainst: LumApps, Microsoft SharePoint, Simpplr, Unily, Workvivono first choiceagainst: Atlassian Confluence, LumApps, Microsoft SharePoint, Workplace from Meta
Seven alternatives
Blink, BlueSpice, Interact, Simpplr, Staffbase, Unily, WorkvivoFive alternatives
Microsoft Viva Engage, Poppulo, Slack, Staffbase, WorkvivoSeven alternatives
Atlassian Confluence, Happeo, LumApps, Simpplr, Staffbase, Unily, WorkvivoOne alternative
ThoughtFarmerMiniMax M2.5LumApps, Simpplr, UnilyStaffbaseChangedWorkvivoagainst: Microsoft SharePointBitrix24, Elcomno first choiceagainst: Basic Confluence, Google Sites, Lotus Notes, Microsoft SharePoint
Four alternatives
Blink, Happeo, Microsoft SharePoint, StaffbaseThree alternatives
Microsoft Viva Engage, Simpplr, WorkvivoFour alternatives
LumApps, Simpplr, Staffbase, UnilyTwo alternatives
Open Intranet, StaffbaseGPT-6 LunaSimpplrStaffbaseChangedno first choiceSharePoint Online with Viva Connectionsno first choiceagainst: Atlassian Confluence, IBM Connections 4.0.x, Jive 9.0.x, Microsoft SharePoint, SharePoint Server 2016 or 2019, Workplace from Meta
Three alternatives
Microsoft SharePoint, Staffbase, UnilyTwo alternatives
Simpplr, Viva Connections, Engage, and AmplifySeven alternatives
Interact, LumApps, Microsoft SharePoint, Simpplr, Staffbase, Unily, WorkvivoThree alternatives
Simpplr, Staffbase, UnilyMuse Glimmer 30BSimpplr, UnilyStaffbaseChangedagainst: Microsoft TeamsSimpplr, Workvivoagainst: Microsoft SharePoint, Viva ConnectionsMicrosoft 365 nativeno first choiceagainst: Drupal, Liferay, Microsoft SharePoint, Plone, WordPress, eXo Platform
Four alternatives
LumApps, Microsoft SharePoint, Staffbase, WorkvivoTwo alternatives
Firstup, SimpplrSix alternatives
Blink, Happeo, LumApps, Snapcomms, Staffbase, UnilySix alternatives
Axero, HubEngage, LumApps, Simpplr, Staffbase, UnilyBold 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.
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 | 2026-11-01 09:59 | yes | 16 | 10 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 11:46 | yes | 4 | 6 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 09:44 | no | 0 | 16 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-11-01 12:49 | yes | 10 | 4 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:29 | yes | 5 | 31 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 12:01 | yes | 5 | 5 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 09:48 | yes | 24 | 28 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 12:45 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 10:43 | yes | 5 | 17 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 12:27 | yes | 8 | 18 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 12:48 | yes | 23 | 39 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 08:56 | yes | 5 | 36 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-11-01 10:26 | yes | 4 | 15 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 11:21 | yes | 12 | 22 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 12:12 | no | 0 | 5 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 11:09 | yes | 5 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 12:53 | yes | 2 | 24 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-11-01 09:46 | yes | 10 | 4 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:24 | yes | 5 | 26 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 12:53 | no | 0 | 3 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:07 | yes | 19 | 28 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 08:42 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 09:05 | no | 0 | 30 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 10:42 | yes | 10 | 14 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 08:49 | yes | 15 | 61 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 09:17 | yes | 5 | 20 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:52 | yes | 3 | 12 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 12:56 | yes | 13 | 23 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 12:54 | yes | 14 | 9 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 10:17 | yes | 4 | 8 s |
| Comparative | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 08:40 | yes | 12 | 25 s |
| Comparative | Perplexity Sonar | sonar | 2026-11-01 11:42 | yes | 10 | 6 s |
| Comparative | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:14 | yes | 14 | 37 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 11:51 | yes | 14 | 12 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 09:21 | yes | 23 | 36 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 12:32 | yes | 5 | 3 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 12:05 | yes | 10 | 27 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 11:50 | yes | 14 | 78 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 09:44 | yes | 24 | 83 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:17 | yes | 9 | 19 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:09 | yes | 7 | 26 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 09:46 | yes | 13 | 25 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 08:48 | yes | 10 | 7 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 10:40 | yes | 3 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 11:50 | no | 0 | 16 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-11-01 11:43 | yes | 10 | 4 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:14 | yes | 13 | 29 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:26 | yes | 5 | 5 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 11:20 | yes | 23 | 18 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 12:46 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 12:40 | yes | 5 | 42 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 08:52 | yes | 22 | 81 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 09:30 | yes | 23 | 81 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 09:31 | yes | 22 | 74 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 08:54 | yes | 3 | 25 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 10:55 | yes | 14 | 27 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 11:59 | yes | 16 | 16 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 09:27 | yes | 4 | 9 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 12:15 | no | 0 | 20 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-11-01 09:17 | yes | 10 | 9 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:20 | yes | 10 | 30 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 12:41 | no | 0 | 7 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:56 | yes | 23 | 42 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 11:12 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 10:52 | yes | 10 | 42 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 10:38 | yes | 12 | 20 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 12:42 | yes | 21 | 102 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 09:14 | no | 0 | 23 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:30 | yes | 4 | 23 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 10:13 | yes | 14 | 18 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 11:45 | yes | 18 | 10 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 09:51 | yes | 4 | 8 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 12:51 | yes | 3 | 27 s |
| Negative framing | Perplexity Sonar | sonar | 2026-11-01 10:39 | yes | 10 | 5 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:20 | yes | 13 | 36 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 10:45 | yes | 5 | 5 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:48 | yes | 24 | 30 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 09:25 | yes | 5 | 5 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 10:40 | yes | 10 | 32 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 08:56 | yes | 22 | 68 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 12:08 | yes | 24 | 41 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:47 | yes | 14 | 62 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-11-01 10:10 | yes | 5 | 18 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 09:21 | yes | 24 | 34 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
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Category-scoped readings
Confluence read as Atlassian Confluence
Confluence (Atlassian) read as Atlassian Confluence
Confluence by Atlassian read as Atlassian Confluence
Fresh Intranet read as Fresh
Igloo read as Igloo Software
Igloo (now Appspace) read as Igloo Software
Oak read as Oak Engage
Powell read as Powell Intranet
SAP SuccessFactors HCM read as SAP SuccessFactors
SharePoint read as Microsoft SharePoint
Workplace by Meta read as Workplace from Meta
Workplace by Meta (Facebook Workplace) read as Workplace from Meta
Workplace by Meta (Facebook for Work) read as Workplace from Meta
Unresolved, counted raw
Axero Communifire
Basic Confluence
BlueSpice
Caspio
Essentials
IBM Connections 4.0.x
Interact Software
Jive 9.0.x
MangoApps Workplace
Meta's Workplace
Microsoft 365 native
Microsoft SharePoint Online with Microsoft Viva
Microsoft Teams or SharePoint
Plone
RallyBound
SharePoint Online with Viva Connections
SharePoint with Viva Connections
Teams Channels
Viva Connections, Engage, and Amplify
Zite
Discontinued, still offered
No shut-down product was recommended here.