HR AI Index
Index Onboarding and employee experience Frontline employee apps › MangoApps vs Sling
Frontline employee apps · September 2026 Edition

MangoApps vs Sling

Zero of twelve models named MangoApps first on the direct prompt; zero named Sling. MangoApps was named by nine of the twelve models and Sling by seven and MangoApps carries 11 labels and Sling 10, so the shares are not directly comparable.

MangoApps

accepted challenger

Named in two categories this edition.

Sling

accepted challenger

Named in four categories this edition.

First-choice share2%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%0%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.
Labels1110A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, MangoApps reading right to left. Rank and label count are printed, not drawn.Connecteam was named alongside these two in eleven of the twelve direct answers. Connecteam vs MangoApps · Connecteam vs Sling · Blink vs MangoApps

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 frontline employee apps page.

By framing

How many of the twelve models made each the first choice, per way of asking, and how many argued against it.
MangoAppsFirst choices, of twelve modelsSling
Direct00
Paraphrase10
Comparative00
Budget-constrained01
Scale-constrained00
Negative00
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.

Every model, every framing

The seventy-two answers behind the chart above, one cell each: where MangoApps and Sling stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
Claude Haiku 4.5
GPT-5.4 mini
Gemini 3.5 Flash
Perplexity Sonar
Grok 4.1 Fast
Mistral Small
DeepSeek V4 Flash
Llama 4 Maverick
Qwen 3.7 Flash
Kimi K2
GLM 4.7 FlashX
MiniMax M2.5
MangoApps Sling first choice named as an alternative argued againstblank: not namedEach cell is one answer, MangoApps on the left and Sling on the right.

The direct prompt

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

Neither was the first choice, one was named

1 of 12 modelsThe answer put something else first and named one of the two as an alternative.
Gemini 3.5 FlashBlink alternatives: Beekeeper, Connecteam, MangoApps

Neither was named

11 of 12 modelsThe answer made no first choice from these two in this category.
Claude Haiku 4.5Connecteam alternatives: HUB, Speakap
GPT-5.4 miniWorkvivo alternatives: Staffbase, WorkJam
Perplexity SonarBlink alternatives: Connecteam, Oak Engage, Speakap, Staffbase, WorkJam
Grok 4.1 FastBlink alternatives: Beekeeper, Connecteam, Staffbase, Workvivo
Mistral SmallBeekeeper, Connecteam alternatives: Blink
DeepSeek V4 FlashBeekeeper alternatives: Blink, Connecteam
Llama 4 MaverickBeekeeper alternatives: Blink, Connecteam, Deputy
Qwen 3.7 FlashConnecteam alternatives: Alaya, Microsoft Teams, Slack
Kimi K2Connecteam alternatives: Beekeeper, Blink, Sociabble, Staffbase
GLM 4.7 FlashXBlink alternatives: Beekeeper, ChangeEngine, Connecteam, Staffbase, WorkJam, YOOBIC
MiniMax M2.5Beekeeper, Connecteam alternatives: Blink, Sociabble, Speakap

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
Level: the same share of first choices.
MangoApps0%#– of 8
Sling0%#– of 8
The full small business standing →
Mid-marketThe figures above
Level: the same share of first choices.
MangoApps2%#5 of 15
Sling2%#6 of 15
The full mid-market standing →
Enterprise
Sling is not named for this buyer.
MangoApps4%#4 of 14
Slingnot named
The full enterprise standing →

What the models said about MangoApps

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

“My Top Recommendation: MangoApps or Skedulo” MiniMax M2.5 · paraphrase prompt · first choice
“Unified platform for mixed desk + frontline staff with HR/learning integration | MangoApps” GLM 4.7 FlashX · comparative prompt · alternative

What the models said about Sling

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

“the best frontline employee communication app is usually Sling if your team is small and scheduling-centric” Perplexity Sonar · budget 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.