Six of fourteen models named HighRadius first on the direct prompt; zero named Kolleno. HighRadius was named by fourteen of the fourteen models and Kolleno by seven and HighRadius carries 54 labels and Kolleno 10, so the shares are not directly comparable.
Named in twenty-one categories 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 cash application 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. Two of two in this category shown.
“What to Avoid on a Tight Budget - HighRadius — Enterprise-grade, custom pricing” DeepSeek V4 Flash · budget prompt · hard negative
“Best for: Large enterprises with complex, high-volume AR operations... Enterprise-focused with heavy AI emphasis; excels in scalability” Grok 4.20 · comparative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“Kolleno - $650/user/month, targeted at larger finance teams” Kimi K2 · budget prompt · hard negative
“My recommendation: Start with Kolleno for a demo if you're a typical mid-sized B2B company” Kimi K2 · 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.