Three of fourteen models named Conexis VMS first on the direct prompt; zero named TalentDesk.io. Conexis VMS was named by eleven of the fourteen models and TalentDesk.io by ten and Conexis VMS carries 20 labels and TalentDesk.io 17, so the shares are not directly comparable.
Named in two 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.
| 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. Three of four in this category shown.
“mid-market B2B buyers most commonly evaluate Conexis VMS, SimplifyVMS and VectorVMS first” Muse Glimmer 30B · direct prompt · first choice
“Designed specifically as an affordable alternative to enterprise VMS software.” Gemini 3.5 Flash · budget prompt · first choice
“I'd recommend starting your evaluation with VectorVMS or Conexis VMS” Kimi K2 · direct 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.