One of fourteen models named Teamwork.com first on the direct prompt; one named Scoro. Teamwork.com was named by eleven of the fourteen models and Scoro by fourteen and Teamwork.com carries 20 labels and Scoro 41, 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, Teamwork.com and Scoro were named in the same answer thirty-nine times, of the 54 answers naming Teamwork.com and the 114 naming Scoro. In those answers Scoro took the first choice one time and Teamwork.com four.
| 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.
“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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“Note: Some users report high cost and integration challenges” Kimi K2 · comparative prompt · soft negative
“A steep learning curve is the most common complaint on G2” Claude Haiku 4.5 · negative prompt · soft negative
“start by shortlisting Scoro (fastest time-to-value, strong utilization dashboards)” Kimi K2 · paraphrase prompt · first choice
“Productive or Scoro — Better UX for agencies/consultancies (50–500 people)” Kimi K2 · negative prompt · first choice
“For most teams: Start with Productive or Scoro for balanced PSA.” Grok 4.20 · comparative 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.