Two of fourteen models named Worksuite first on the direct prompt; zero named TalentDesk.io. Worksuite was named by fourteen of the fourteen models and TalentDesk.io by ten and Worksuite carries 28 labels and TalentDesk.io 17, so the shares are not directly comparable.
Named in three categories this edition.
Named in one category 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 contingent workforce management page.
Across every category in the November 2026 Edition, Worksuite and TalentDesk.io were named in the same answer thirty times, of the 73 answers naming Worksuite and the 44 naming TalentDesk.io. In those answers TalentDesk.io took the first choice one time and Worksuite 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. Five of six in this category shown.
“Higher price point ($$$$$) and longer implementation (~3 months), but strong ROI” Kimi K2 · paraphrase prompt · soft negative
“Lower plans reportedly have limitations in those areas.” Perplexity Sonar · negative prompt · soft negative
“Best for scaling global contractor teams, with robust compliance, contract management, and support for over 190 countries” Mistral Small · paraphrase prompt · first choice
“Worksuite is best for mid-market companies managing freelancer and vendor programs” Claude Haiku 4.5 · direct prompt · first choice
“If you engage mostly direct freelancers, choose TalentDesk or Worksuite.” Gemini 3.5 Flash · 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.
“TalentDesk is a strong fit for operations and finance teams at small to mid-sized companies” Llama 4 Maverick · paraphrase prompt · first choice
“If you engage mostly direct freelancers, choose TalentDesk or Worksuite.” Gemini 3.5 Flash · budget prompt · first choice
“TalentDesk is a top contingent workforce management platform for businesses that need to manage and pay a blended external workforce end to end.” Claude Haiku 4.5 · comparative prompt · alternative
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.