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Performance management · October 2026 Edition

Lattice vs HiBob

Twelve of fourteen models named Lattice first on the direct prompt; one named HiBob. Lattice was named by fourteen of the fourteen models and HiBob by nine and Lattice carries 56 labels and HiBob 16, so the shares are not directly comparable.

Lattice

endorsed leader

Named in nineteen categories this edition.

HiBob

accepted challenger

Named in twenty-four categories this edition.

First-choice share43%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate11%6%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#6A position in a field of 15; printed, not drawn.
Labels5616A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Lattice reading right to left. Rank and label count are printed, not drawn.Leapsome was named alongside these two in eight of the fourteen direct answers. Lattice vs Zoho People · Lattice vs 15Five · Lattice 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.
LatticeFirst choices, of fourteen modelsHiBob
Direct121
Paraphrase111
Comparative50
Budget-constrained005 against Lattice
Scale-constrained10
Negative001 against Lattice · 1 against HiBob
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 Lattice and HiBob 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
Lattice HiBob first choice named as an alternative argued againstblank: not namedEach cell is one answer, Lattice on the left and HiBob on the right.

The direct prompt

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

Lattice first, HiBob an alternative

12 of 14 modelsHiBob was named in the answer but not as the choice, or not at all.
Claude Haiku 4.5Lattice alternatives: 15Five, Leapsome, PerformYard
Gemini 3.5 FlashLattice alternatives: 15Five, Leapsome, PerformYard
Perplexity SonarLattice alternatives: ClearCompany, Culture Amp, Engagedly, PerformYard
Grok 4.1 Fast15Five, Lattice alternatives: Culture Amp, Deel, HiBob
Mistral Small15Five, Lattice
DeepSeek V4 FlashLattice alternatives: 15Five, Betterworks, Leapsome
Llama 4 MaverickLattice alternatives: Betterworks
Kimi K2Lattice alternatives: 15Five, Culture Amp, Leapsome, PerformYard
GLM 4.7 FlashXLattice alternatives: 15Five, Culture Amp, Engagedly, Leapsome
MiniMax M2.5Lattice alternatives: Betterworks, PerformYard
GPT-6 LunaLattice alternatives: 15Five, Leapsome, PerformYard
Muse Glimmer 30BLattice alternatives: BambooHR, Leapsome, Namely, PerformYard

HiBob first, Lattice an alternative

1 of 14 modelsLattice was named in the answer but not as the choice, or not at all.
GPT-5.4 miniHiBob alternatives: Lattice, Leapsome, Rippling

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.
Qwen 3.7 FlashLeverage alternatives: Betterworks, BigDeals, Lattice, Spiff

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
Lattice leads by sixteen points.
Lattice16%#2 of 12
HiBob0%#– of 12
The full small business standing →
Mid-marketThe figures above
Lattice leads by thirty-nine points.
Lattice43%#1 of 15
HiBob4%#6 of 15
The full mid-market standing →
Enterprise
Lattice leads by nineteen points.
Lattice19%#3 of 12
HiBob0%#– of 12
The full enterprise standing →

What the models said about Lattice

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

“What to Avoid on a Limited Budget - Lattice... minimum commitments make it poor for tight budgets” Kimi K2 · budget prompt · hard negative
“Widely considered the market leader for mid-sized, high-growth tech and professional services companies. Outstanding UX, great Slack integration, and excellent analytics.” Gemini 3.5 Flash · scale prompt · first choice
“Lattice: Best Overall for Usability & Modern B2B Alignment... the default choice for mid-market technology, SaaS, and professional services B2B companies” Gemini 3.5 Flash · direct prompt · first choice

What the models said about HiBob

No label in this category carried a quote.

Also compared
Lattice vs Zoho PeopleLattice vs 15FiveLattice vs LeapsomeLattice vs TeamflectLattice vs Small ImprovementsZoho People vs HiBob15Five vs HiBobLeapsome vs HiBobTeamflect vs HiBobHiBob vs Small ImprovementsAll twenty-one head-to-head pages and the full performance management standing

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.