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Internal communications and intranet · November 2026 Edition

Connecteam vs Slack

Zero of fourteen models named Connecteam first on the direct prompt; zero named Slack. Connecteam was named by thirteen of the fourteen models and Slack by ten and Connecteam carries 16 labels and Slack 12, so the shares are not directly comparable.

Connecteam

accepted challenger

Named in eighteen categories this edition.

Slack

accepted challenger

Named in six categories this edition.

First-choice share9%9%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%8%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#5#6A position in a field of 15; printed, not drawn.
Labels1612A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Connecteam reading right to left. Rank and label count are printed, not drawn.Simpplr was named alongside these two in ten of the fourteen direct answers. Simpplr vs Connecteam · Simpplr vs Slack · Microsoft SharePoint vs Connecteam

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; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the internal communications and intranet page.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
ConnecteamFirst choices, of fourteen modelsSlack
Direct00
Paraphrase051 against Slack
Comparative00
Budget-constrained50
Scale-constrained00
Negative00
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where Connecteam and Slack stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
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
Muse Glimmer 30B
Connecteam Slack first choice named as an alternative argued againstblank: not namedEach cell is one answer, Connecteam on the left and Slack on the right.

The direct prompt

The plain question, one answer per model, grouped by where Connecteam and Slack stood in it.

Neither was the first choice, one was named

1 of 14 modelsThe answer put something else first and named one of the two as an alternative.
GPT-5.4 miniMicrosoft SharePoint alternatives: Axero, Connecteam, Workvivo

Neither was named

13 of 14 modelsThe answer made no first choice from these two in this category.
Claude Haiku 4.5no first choice
Gemini 3.5 FlashSimpplr alternatives: Guru, Happeo, Microsoft SharePoint, Microsoft Viva, Notion, Staffbase, Workvivo
Perplexity SonarThoughtFarmer alternatives: Jostle, Powell Intranet, Workvivo
Grok 4.20Simpplr alternatives: Haiilo, Interact, Jostle, Unily, Workvivo
Mistral SmallJostle alternatives: Interact, Microsoft SharePoint, MyHub Intranet, Simpplr, ThoughtFarmer
DeepSeek V4 FlashJostle, ThoughtFarmer alternatives: Microsoft SharePoint
Llama 4 MaverickJostle alternatives: Haiilo, LumApps, Simpplr, Workvivo
Qwen 3.7 FlashSimpplr alternatives: LumApps, MangoApps, Unily, Workvivo
Kimi K2Jostle alternatives: Blink, Simpplr
GLM 4.7 FlashXSimpplr alternatives: Blink, Jostle, ThoughtFarmer
MiniMax M2.5Simpplr alternatives: LumApps, Workvivo
GPT-6 LunaSharePoint in Teams, Simpplr alternatives: Happeo, Staffbase
Muse Glimmer 30BMyHub Intranet, ThoughtFarmer alternatives: Simpplr, Workvivo

Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.

By buyer segment

The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Slack leads by fourteen points.
Slack19%#2 of 18
Connecteam5%#6 of 18
The full small business standing →
Mid-marketThe figures above
Level: the same share of first choices.
Connecteam9%#5 of 15
Slack9%#6 of 15
The full mid-market standing →
Enterprise
Slack leads by four points.
Slack4%#– of 11
Connecteam0%#– of 11
The full enterprise standing →

What the models said about Connecteam

No label in this category carried a quote.

What the models said about Slack

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.

“But I wouldn't choose a chat tool alone as the home for official company communications and lasting resources.” GPT-6 Luna · paraphrase prompt · soft negative
“For most mid-sized B2B companies without strong Microsoft commitments, Slack remains a solid choice due to its ease of use and comprehensive features.” Claude Haiku 4.5 · paraphrase prompt · first choice
“Using mixed tools (Google Workspace, Salesforce, etc.)? → Choose Slack (better flexibility, superior integrations)” Kimi K2 · paraphrase prompt · first choice
“If your company is tech-forward and growth-focused, go with Slack + Notion.” Gemini 3.5 Flash · paraphrase prompt · first choice
Also compared

Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.