One of fourteen models named Productive first on the direct prompt; one named Teamwork.com. Productive was named by twelve of the fourteen models and Teamwork.com by eleven and Productive carries 29 labels and Teamwork.com 20, so the shares are not directly comparable.
Named in two 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 professional services automation page.
Across every category in the November 2026 Edition, Productive and Teamwork.com were named in the same answer thirty-one times, of the 82 answers naming Productive and the 54 naming Teamwork.com. In those answers Teamwork.com took the first choice two times and Productive ten.
| 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. Three of four in this category shown.
“For a company with a limited budget, Productive stands out as one of the best professional services automation (PSA) platforms.” Grok 4.20 · budget prompt · first choice
“Safer Alternatives to Consider - Productive or Scoro — Better UX for agencies/consultancies” Kimi K2 · negative prompt · first choice
“Productive is a strong default choice for budget-conscious professional services firms” GPT-5.4 mini · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Teamwork.com - a comprehensive PSA tool that offers margin tracking, resource management, AI agents, and client portal.” Llama 4 Maverick · paraphrase prompt · first choice
“The Best All-Rounder: Teamwork.com ... this is currently the strongest contender.” Qwen 3.7 Flash · paraphrase prompt · first choice
“Favor highly rated alternatives like Teamwork.com (4.5+/5, strong for agencies)” Grok 4.20 · negative 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.