Vincere vs Loxo
Two of fourteen models named Vincere first on the direct prompt; zero named Loxo. Vincere was named by eight of the fourteen models and Loxo by eight and both carry 10 labels, so the shares below are directly comparable.
Named in one category this edition.
Named in five 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 staffing agency platforms page.
By framing
VincereFirst choices, of fourteen modelsLoxo
Every model, every framing
| 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 | | |
Vincere Loxo first choice named as an alternative argued againstblank: not namedEach cell is one answer, Vincere on the left and Loxo on the right.The direct prompt
Vincere first, Loxo not the choice
2 of 14 modelsLoxo was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
3 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
9 of 14 modelsThe answer made no first choice from these two in this category.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.
By buyer segment
Vincere0%#– of 11Loxo0%#9 of 11Vincere0%#– of 10Loxo0%#– of 10What the models said about Vincere
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Choose Vincere if you want to replace multiple vendors (using one tool for ATS, CRM, and Invoicing) and have a moderate-sized team.” Qwen 3.7 Flash · direct prompt · first choice
“The best staffing agency platform for a mid-market B2B company is Vincere” Llama 4 Maverick · direct prompt · first choice
“I'd usually shortlist Vincere or Recruit CRM first” Kimi K2 · paraphrase prompt · first choice
What the models said about Loxo
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“Loxo (Best Overall AI-Native Platform)” Gemini 3.5 Flash · paraphrase prompt · first choice
“Choose Loxo or Recruiterflow when outbound sourcing and automated candidate engagement matter more than payroll.” Perplexity Sonar · 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.