Lattice vs Betterworks
One of fourteen models named Lattice first on the direct prompt; zero named Betterworks. Lattice was named by fourteen of the fourteen models and Betterworks by thirteen and Lattice carries 38 labels and Betterworks 26, so the shares are not directly comparable.
Named in nineteen categories this edition.
Named in six categories this edition.
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 goals and okrs page.
By framing
LatticeFirst choices, of fourteen modelsBetterworks
Across every category in the October 2026 Edition, Lattice and Betterworks were named in the same answer 196 times, of the 712 answers naming Lattice and the 274 naming Betterworks. In those answers Betterworks took the first choice thirty-three times and Lattice thirty-one.
Every model, every framing
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| 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 Betterworks first choice named as an alternative argued againstblank: not namedEach cell is one answer, Lattice on the left and Betterworks on the right.The direct prompt
Lattice first, Betterworks not the choice
1 of 14 modelsBetterworks was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
4 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
9 of 14 modelsThe answer made no first choice from these two in this category.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
Lattice0%#15 of 17Betterworks0%#16 of 17Lattice13%#3 of 14Betterworks2%#7 of 14Betterworks23%#2 of 13Lattice2%#6 of 13What 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.
“I wouldn’t choose Lattice on a tight budget just for OKRs: its pricing page lists an annual minimum agreement of $4,000.” GPT-6 Luna · budget prompt · hard negative
“Lattice (G2: 4.7/5 from 3,800+ reviews...) Balances OKRs with performance reviews... Great for scaling alignment in sales-driven B2B teams.” Grok 4.1 Fast · direct prompt · first choice
What the models said about Betterworks
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“Enterprise-heavy platforms (e.g., WorkBoard, Betterworks, Ally.io): Great for large orgs but criticized for ... Complexity: Mandatory fields overload, feature bloat” Grok 4.1 Fast · negative prompt · soft negative
“Tools like Lattice, Leapsome, Betterworks... often fall short when strategy or operations teams need a leadership cockpit.” MiniMax M2.5 · negative prompt · soft negative
“Tability and Betterworks are the top choices” Mistral Small · paraphrase prompt · first choice
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.