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Frontline employee apps · November 2026 Edition

Pebb vs Deputy

Zero of fourteen models named Pebb first on the direct prompt; zero named Deputy. Pebb was named by ten of the fourteen models and Deputy by nine and Pebb carries 13 labels and Deputy 14, so the shares are not directly comparable.

Pebb

accepted challenger

Named in four categories this edition.

Deputy

accepted challenger

Named in nine categories this edition.

First-choice share7%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%7%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#4#5A position in a field of 13; printed, not drawn.
Labels1314A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Pebb reading right to left. Rank and label count are printed, not drawn.Connecteam was named alongside these two in thirteen of the fourteen direct answers. Connecteam vs Pebb · Connecteam vs Deputy · Beekeeper vs Pebb

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 frontline employee apps page.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
PebbFirst choices, of fourteen modelsDeputy
Direct00
Paraphrase01
Comparative10
Budget-constrained40
Scale-constrained00
Negative001 against Deputy
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 Pebb and Deputy 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
Pebb Deputy first choice named as an alternative argued againstblank: not namedEach cell is one answer, Pebb on the left and Deputy on the right.

The direct prompt

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

Neither was named

14 of 14 modelsThe answer made no first choice from these two in this category.
Claude Haiku 4.5Connecteam alternatives: Blink, Speakap, Workvivo
GPT-5.4 miniWorkvivo alternatives: Blink, Staffbase, WorkJam
Gemini 3.5 FlashBeekeeper, Connecteam alternatives: Blink, Microsoft 365 for Frontline Workers, Yourco, Zello
Perplexity SonarConnecteam alternatives: Beekeeper, Blink, Microsoft 365 for Frontline Workers, Staffbase
Grok 4.20Connecteam alternatives: Beekeeper, Blink, Staffbase, WorkJam
Mistral SmallBeekeeper, Connecteam alternatives: Blink, Staffbase
DeepSeek V4 FlashConnecteam alternatives: Beekeeper, Blink
Llama 4 MaverickBeekeeper alternatives: Connecteam, Staffbase
Qwen 3.7 FlashConnecteam alternatives: Blink, MangoApps, Microsoft 365 for Frontline Workers
Kimi K2Connecteam alternatives: Blink
GLM 4.7 FlashXBeekeeper alternatives: Blink, Connecteam, Staffbase
MiniMax M2.5Blink alternatives: Beekeeper, Connecteam, Staffbase
GPT-6 LunaBlink alternatives: Connecteam, Staffbase
Muse Glimmer 30BBeekeeper, Blink, LumApps alternatives: Connecteam, MangoApps, Staffbase

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
Pebb leads by two points.
Pebb2%#2 of 11
Deputy0%#8 of 11
The full small business standing →
Mid-marketThe figures above
Pebb leads by five points.
Pebb7%#4 of 13
Deputy2%#5 of 13
The full mid-market standing →
Enterprise
Pebb is not named for this buyer.
Pebb—not named
Deputy0%#– of 13
The full enterprise standing →

What the models said about Pebb

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

“For the tightest budgets: Start with Pebb (free for 15 users) or Connecteam (free for 10 users)” Kimi K2 · budget prompt · first choice
“the best frontline employee communication app for a company with a limited budget is Pebb” MiniMax M2.5 · budget prompt · first choice
“Connecteam or Pebb offer the most generous free tiers with full features” Claude Haiku 4.5 · budget prompt · first choice

What the models said about Deputy

No label in this category carried a quote.

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.