Five of fourteen models named SimplifyVMS first on the direct prompt; zero named Deel Contractor. SimplifyVMS was named by eleven of the fourteen models and Deel Contractor by twelve and SimplifyVMS carries 21 labels and Deel Contractor 25, so the shares are not directly comparable.
Named in one category 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.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | DC | |||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | DC | DC | DC | DC | ||
| Perplexity Sonar | DC | DC | DC | |||
| Grok 4.20 | DC | DC | DC | |||
| Mistral Small | ||||||
| DeepSeek V4 Flash | DC | DC | ||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | DC | DC | DC | |||
| Kimi K2 | DC | |||||
| GLM 4.7 FlashX | DC | |||||
| MiniMax M2.5 | DC | DC | ||||
| GPT-6 Luna | DC | |||||
| 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. Four of five in this category shown.
“transfer and conversion fees are a recurring concern” Perplexity Sonar · negative prompt · soft negative
“look for a Hybrid or Modern FMS (Freelancer Management System) (like Deel, Worksome, or YunoJuno)” GLM 4.7 FlashX · negative prompt · first choice
“The Best All-In-One Global Platform: Deel ... Deel has become the market leader for mid-sized companies” Qwen 3.7 Flash · paraphrase prompt · first choice
“I recommend Deel as the top freelancer management platform.” Grok 4.20 · paraphrase 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.