Zero of fourteen models named Worksome first on the direct prompt; zero named Conexis VMS. Worksome was named by twelve of the fourteen models and Conexis VMS by eleven and Worksome carries 17 labels and Conexis VMS 15, 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 contingent workforce 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 4.1 Fast | ||||||
| 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. Four of five in this category shown.
“Worksome (2.1/5) - Reviewers cite late payments, unclear payout timing, and redundant payment verification issues” MiniMax M2.5 · negative prompt · soft negative
“| 1 | Worksome | Broad platform for sourcing, classifying, paying, and reporting on global contractors” GLM 4.7 FlashX · comparative prompt · first choice
“If I had to pick one default recommendation for a typical mid-sized B2B company, I'd lean Worksome” GPT-5.4 mini · paraphrase prompt · first choice
“or Worksome if you want an integrated sourcing and management solution with streamlined onboarding” Claude Haiku 4.5 · paraphrase 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.
“Conexis VMS stands out as the best vendor management system (VMS) option for managing contingent workers” Grok 4.1 Fast · budget prompt · first choice
“Mid-Market / Agile VMS (e.g., Worksuite, TalentDesk, Conexis)” Gemini 3.5 Flash · scale prompt · first choice
“Best Overall (Transparent, Low Cost): Conexis VMS” DeepSeek V4 Flash · 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.