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Internal communications and intranet · September 2026 Edition

Happeo vs Microsoft Teams

Seven of twelve models named Happeo first on the direct prompt; zero named Microsoft Teams. Happeo was named by eleven of the twelve models and Microsoft Teams by eleven and Happeo carries 21 labels and Microsoft Teams 13, so the shares are not directly comparable.

Happeo

accepted challenger

Named in two categories this edition.

Microsoft Teams

accepted challenger

Named in six categories this edition.

First-choice share16%16%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate5%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#2A position in a field of 15; printed, not drawn.
Labels2113A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Happeo reading right to left. Rank and label count are printed, not drawn.Simpplr was named alongside these two in ten of the twelve direct answers. Happeo vs Simpplr · Microsoft Teams vs Simpplr

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve 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 twelve models made each the first choice, per way of asking, and how many argued against it.
HappeoFirst choices, of twelve modelsMicrosoft Teams
Direct70
Paraphrase08
Comparative00
Budget-constrained00
Scale-constrained10
Negative001 against Happeo
Bars are first choices, 0 to 12 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to twelve.

The direct prompt

The plain question, one answer per model, grouped by where Happeo and Microsoft Teams stood in it.

Happeo first, Microsoft Teams not the choice

7 of 12 modelsMicrosoft Teams was named in the answer but not as the choice, or not at all.
Claude Haiku 4.5Happeo alternatives: Interact, LumApps, Microsoft SharePoint, ThoughtFarmer
Gemini 3.5 FlashHappeo alternatives: Axero, Haystack, Simpplr, ThoughtFarmer, hubley
Perplexity SonarHappeo alternatives: Microsoft SharePoint, Simpplr, ThoughtFarmer
DeepSeek V4 FlashHappeo, Simpplr alternatives: Interact, MangoApps, Microsoft SharePoint + Viva Connections
Llama 4 MaverickHappeo alternatives: SAP SuccessFactors, Simpplr, ThoughtFarmer
Qwen 3.7 FlashHappeo alternatives: Simpplr, ThoughtFarmer
Kimi K2Happeo alternatives: Simpplr, ThoughtFarmer

Neither was the first choice, one was named

2 of 12 modelsThe answer put something else first and named one of the two as an alternative.
Grok 4.1 FastSimpplr, Workvivo alternatives: Axero, Blink, Happeo, Jostle, MangoApps
MiniMax M2.5Microsoft 365 alternatives: Bitrix24, Happeo, Igloo Software, Microsoft Viva

Neither was named

3 of 12 modelsThe answer made no first choice from these two in this category.
GPT-5.4 miniSimpplr alternatives: Jostle, Microsoft SharePoint, Microsoft Viva Engage, Staffbase
Mistral SmallSimpplr, ThoughtFarmer alternatives: Microsoft SharePoint, SAP SuccessFactors
GLM 4.7 FlashXThoughtFarmer alternatives: Connecteam, Jostle, Microsoft SharePoint/Viva, SAP SuccessFactors, 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
Happeo leads by five points.
Happeo7%#4 of 14
Microsoft Teams2%#9 of 14
The full small business standing →
Mid-marketThe figures above
Level: the same share of first choices.
Happeo16%#1 of 15
Microsoft Teams16%#2 of 15
The full mid-market standing →
Enterprise
The order flips: Microsoft Teams leads at enterprise.
Microsoft Teams10%#– of 11
Happeo0%#– of 11
The full enterprise standing →

What the models said about Happeo

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

“Happeo is less compelling outside Google Workspace environments” Claude Haiku 4.5 · negative prompt · soft negative
“Happeo - a best overall intranet platform for small and mid-sized companies, with fast setup, a search and knowledge layer” Llama 4 Maverick · direct prompt · first choice
“Happeo is the strongest default recommendation when your company already uses Google Workspace” Perplexity Sonar · direct prompt · first choice
“recommend platforms like Simpplr, Happeo, MangoApps, or Workvivo as strong fits” MiniMax M2.5 · scale prompt · first choice

What the models said about Microsoft Teams

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

“If you are currently migrating or building a new infrastructure, go with Microsoft Teams for its stability and built-in video conferencing.” Qwen 3.7 Flash · paraphrase prompt · first choice
“Start with Microsoft Teams if you're already using Microsoft 365 — the integration benefits and cost efficiency are hard to beat” Kimi K2 · paraphrase prompt · first choice
“For most mid-sized B2B companies, Slack or Microsoft Teams are the safest choices” Claude Haiku 4.5 · paraphrase prompt · first choice
Also compared
Happeo vs SimpplrMicrosoft Teams vs SimpplrThe full internal communications standing

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