Five of fourteen models named SimplifyVMS first on the direct prompt; two named Worksuite. SimplifyVMS was named by eleven of the fourteen models and Worksuite by fourteen and SimplifyVMS carries 21 labels and Worksuite 28, so the shares are not directly comparable.
Named in one category this edition.
Named in three 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 4.20 | ||||||
| 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. Four of five in this category shown.
“While excellent platforms, they use quote-only pricing and are generally designed for enterprise-scale programs” DeepSeek V4 Flash · budget prompt · soft negative
“The best vendor management system for contingent workers for a mid-market B2B company is SimplifyVMS or VectorVMS.” Llama 4 Maverick · direct prompt · first choice
“For most mid-market B2B companies, SimplifyVMS is the strongest overall choice” DeepSeek V4 Flash · direct prompt · first choice
“SimplifyVMS – Often cited as mid-market friendly with strong AI/automation” Kimi K2 · scale 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.
“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
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.