Three of fourteen models named VectorVMS first on the direct prompt; three named SimplifyVMS. VectorVMS was named by thirteen of the fourteen models and SimplifyVMS by twelve and both carry 23 labels, so the shares below are 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.
Across every category in the October 2026 Edition, VectorVMS and SimplifyVMS were named in the same answer thirty times, of the 60 answers naming VectorVMS and the 50 naming SimplifyVMS. In those answers SimplifyVMS took the first choice three times and VectorVMS thirteen.
| 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.
“reviews mention lag when many users are connected and a more limited feature set” GPT-5.4 mini · negative prompt · soft negative
“VectorVMS is the most commonly recommended low-cost entry because buyers can often access the platform with no direct licensing fees” Muse Glimmer 30B · budget prompt · first choice
“Best‑in‑class for governed vendor workflows, clear supplier portal visibility, and mid‑market‑specific configuration depth.” GLM 4.7 FlashX · direct prompt · first choice
“VectorVMS is frequently recommended as a strong, cost-effective choice for small to medium-sized businesses” Mistral Small · 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.
“the best Vendor Management System (VMS) for contingent workers is typically SimplifyVMS or StaffingCorner” Qwen 3.7 Flash · budget prompt · first choice
“SimplifyVMS | First-time VMS buyers, faster deployment, practical functionality without excess complexity” MiniMax M2.5 · scale prompt · first choice
“SimplifyVMS / SimpleVMS is the most cited mid-market pick in 2026 rankings.” Muse Glimmer 30B · direct 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.