One of twelve models named Betterworks first on the direct prompt; zero named Culture Amp. Betterworks was named by twelve of the twelve models and Culture Amp by eleven and Betterworks carries 31 labels and Culture Amp 21, so the shares are not directly comparable.
Named in seven categories this edition.
Named in ten categories this edition.
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 performance management page.
Across every category in the September 2026 Edition, Betterworks and Culture Amp were named in the same answer ninety-five times, of the 240 answers naming Betterworks and the 356 naming Culture Amp. In those answers Culture Amp took the first choice fourteen times and Betterworks twenty-two.
| 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 |
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.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“Betterworks | Extremely expensive, poor integration across multiple systems, unresponsive customer service” GLM 4.7 FlashX · negative prompt · hard negative
“The best performance management software for a mid-market B2B company is Lattice, HiBob HRIS, or Betterworks.” Llama 4 Maverick · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“Some users find its reporting and integration capabilities less robust compared to dedicated performance management systems.” Mistral Small · negative prompt · soft negative
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.