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Performance management · October 2026 Edition

Zoho People vs 15Five

Zero of fourteen models named Zoho People first on the direct prompt; two named 15Five. Zoho People was named by eleven of the fourteen models and 15Five by fourteen and Zoho People carries 11 labels and 15Five 50, so the shares are not directly comparable.

Zoho People

accepted challenger

Named in sixteen categories this edition.

15Five

accepted challenger

Named in ten categories this edition.

First-choice share11%9%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%4%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#3A position in a field of 15; printed, not drawn.
Labels1150A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Zoho People reading right to left. Rank and label count are printed, not drawn.Lattice was named alongside these two in fourteen of the fourteen direct answers. Lattice vs Zoho People · Lattice vs 15Five · Zoho People vs Leapsome

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 performance management page.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
Zoho PeopleFirst choices, of fourteen models15Five
Direct02
Paraphrase02
Comparative00
Budget-constrained611 against 15Five
Scale-constrained00
Negative001 against 15Five
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 Zoho People and 15Five 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
GPT-6 Luna
Muse Glimmer 30B
Zoho People 15Five first choice named as an alternative argued againstblank: not namedEach cell is one answer, Zoho People on the left and 15Five on the right.

The direct prompt

The plain question, one answer per model, grouped by where Zoho People and 15Five stood in it.

15Five first, Zoho People not the choice

2 of 14 modelsZoho People was named in the answer but not as the choice, or not at all.
Grok 4.1 Fast15Five, Lattice alternatives: Culture Amp, Deel, HiBob
Mistral Small15Five, Lattice

Neither was the first choice, one was named

6 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Claude Haiku 4.5Lattice alternatives: 15Five, Leapsome, PerformYard
Gemini 3.5 FlashLattice alternatives: 15Five, Leapsome, PerformYard
DeepSeek V4 FlashLattice alternatives: 15Five, Betterworks, Leapsome
Kimi K2Lattice alternatives: 15Five, Culture Amp, Leapsome, PerformYard
GLM 4.7 FlashXLattice alternatives: 15Five, Culture Amp, Engagedly, Leapsome
GPT-6 LunaLattice alternatives: 15Five, Leapsome, PerformYard

Neither was named

6 of 14 modelsThe answer made no first choice from these two in this category.
GPT-5.4 miniHiBob alternatives: Lattice, Leapsome, Rippling
Perplexity SonarLattice alternatives: ClearCompany, Culture Amp, Engagedly, PerformYard
Llama 4 MaverickLattice alternatives: Betterworks
Qwen 3.7 FlashLeverage alternatives: Betterworks, BigDeals, Lattice, Spiff
MiniMax M2.5Lattice alternatives: Betterworks, PerformYard
Muse Glimmer 30BLattice alternatives: BambooHR, Leapsome, Namely, PerformYard

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
Zoho People leads by four points.
Zoho People18%#1 of 12
15Five14%#3 of 12
The full small business standing →
Mid-marketThe figures above
Zoho People leads by two points.
Zoho People11%#2 of 15
15Five9%#3 of 15
The full mid-market standing →
Enterprise
The order flips: 15Five leads at enterprise.
15Five2%#8 of 12
Zoho People0%#– of 12
The full enterprise standing →

What the models said about Zoho People

No label in this category carried a quote.

What the models said about 15Five

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

“Steer clear of Lattice/15Five/BambooHR if budget-tight” Grok 4.1 Fast · budget prompt · hard negative
“Both platforms are well-suited for mid-market B2B companies... 15Five excelling in employee engagement and regular feedback” Mistral Small · direct prompt · first choice
“Start here: Demo Lattice or 15Five—they dominate mid-market lists and suit B2B workflows.” Grok 4.1 Fast · direct 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.