Five of fourteen models named 15Five first on the direct prompt; zero named AssessTEAM. 15Five was named by fourteen of the fourteen models and AssessTEAM by twelve and 15Five carries 57 labels and AssessTEAM 15, so the shares are not directly comparable.
Named in nine categories this edition.
Named in two 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 performance management page.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| 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 |
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. Five of five in this category shown.
“you should approach with caution or avoid due to notable drawbacks... overwhelmed by excessive notifications, a steep learning curve, and limited customization options” Mistral Small · negative prompt · hard negative
“Interface described as “the most shit interface in the world,” adds unnecessary scoring hoops” GLM 4.7 FlashX · negative prompt · hard negative
“It's often rated highest overall for mid-market and excels in fostering engagement in dynamic B2B environments.” Grok 4.20 · direct prompt · first choice
“If you want the highest rated mid-market performance review product overall, 15Five is the current leader.” Muse Glimmer 30B · paraphrase prompt · first choice
“1. 15Five (Score: 9.2/10) - Best for companies prioritizing manager-led coaching culture” MiniMax M2.5 · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“criticized for being glitchy and having a steep learning curve” Mistral Small · negative prompt · hard negative
“AssessTEAM – the lowest-cost all-rounder ... "Best overall performance management software for small companies"” Muse Glimmer 30B · budget prompt · first choice
“highlighted as the best overall for small companies, with competitive pricing and a wide range of features” Mistral Small · budget prompt · first choice
“AssessTEAM at $2/user/month with no minimum users and a free trial is the most cost‑effective choice” GLM 4.7 FlashX · budget 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.