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360 feedback · September 2026 Edition

Lattice vs Primalogik

Ten of twelve models named Lattice first on the direct prompt; zero named Primalogik. Lattice was named by twelve of the twelve models and Primalogik by eleven and Lattice carries 45 labels and Primalogik 20, so the shares are not directly comparable.

Lattice

endorsed leader

Named in nineteen categories this edition.

Primalogik

accepted challenger

Named in two categories this edition.

First-choice share40%10%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate9%5%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#3A position in a field of 15; printed, not drawn.
Labels4520A 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 nine of the twelve direct answers. Lattice vs Effy AI · Effy AI vs Primalogik

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 360 feedback page.

By framing

How many of the twelve models made each the first choice, per way of asking, and how many argued against it.
LatticeFirst choices, of twelve modelsPrimalogik
Direct100
Paraphrase621 against Lattice
Comparative20
Budget-constrained022 against Lattice
Scale-constrained00
Negative001 against Lattice · 1 against Primalogik
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 Lattice and Primalogik stood in it.

Lattice first, Primalogik not the choice

10 of 12 modelsPrimalogik was named in the answer but not as the choice, or not at all.
Claude Haiku 4.5Lattice alternatives: Leapsome, PerformYard, SurveySparrow
Gemini 3.5 FlashLattice alternatives: Culture Amp, Leapsome, Spidergap, Teamflect
Perplexity SonarLattice alternatives: Betterworks, Spidergap
Grok 4.1 FastLattice alternatives: Culture Amp, Leapsome
DeepSeek V4 FlashLattice alternatives: Culture Amp, Leapsome, Spidergap
Llama 4 MaverickLattice alternatives: Culture Amp, Effy AI, Leapsome
Qwen 3.7 FlashLattice alternatives: Betterworks, Culture Amp, Spidergap
Kimi K2Lattice alternatives: 15Five, Culture Amp, Leapsome, Spidergap
GLM 4.7 FlashXLattice alternatives: EchoSpan, Leapsome, Spidergap
MiniMax M2.5Lattice alternatives: Culture Amp, Leapsome, Spidergap

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.
Mistral SmallBetterworks, Culture Amp alternatives: Lattice, Leapsome

Neither was named

1 of 12 modelsThe answer made no first choice from these two in this category.
GPT-5.4 miniCulture Amp alternatives: EchoSpan, Spidergap

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
Primalogik leads by eighteen points.
Primalogik20%#1 of 13
Lattice2%#11 of 13
The full small business standing →
Mid-marketThe figures above
The order flips: Lattice leads at mid-market.
Lattice40%#1 of 15
Primalogik10%#3 of 15
The full mid-market standing →
Enterprise
Lattice leads by six points.
Lattice6%#3 of 8
Primalogik0%#– of 8
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. Two of two in this category shown.

“Lattice carries a $4,000 annual minimum ... Avoid these if your budget is tight.” DeepSeek V4 Flash · budget prompt · hard negative
“Best For: Comprehensive performance management combined with 360s.... Lattice ensures the feedback actually impacts future goal-setting.” Qwen 3.7 Flash · comparative prompt · first choice

What the models said about Primalogik

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

“many tools (Effy AI, Primalogik, PerformYard, 15Five, Lattice) charge for every employee” DeepSeek V4 Flash · negative prompt · soft negative
“Primalogik is highly recommended for small to mid-size teams needing structured competency frameworks and easy administration of multi-rater (360) cycles.” Mistral Small · paraphrase prompt · first choice
“The best 360-degree feedback tool for a company with a limited budget is ThriveSparrow, Small Improvements, or Primalogik.” Llama 4 Maverick · budget prompt · first choice
“Primalogik - Best balance of features and price ($3/user/month for dedicated 360 feedback)” MiniMax M2.5 · budget prompt · first choice
Also compared
Lattice vs Effy AIEffy AI vs PrimalogikThe full 360 feedback 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.