HighRadius vs Esker
Six of twelve models named HighRadius first on the direct prompt; three named Esker. HighRadius was named by twelve of the twelve models and Esker by eleven and HighRadius carries 45 labels and Esker 22, so the shares are not directly comparable.
Named in nineteen categories this edition.
Named in six categories this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve 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.
By framing
HighRadiusFirst choices, of twelve modelsEsker
Across every category in the September 2026 Edition, HighRadius and Esker were named in the same answer ninety-five times, of the 632 answers naming HighRadius and the 167 naming Esker. In those answers Esker took the first choice three times and HighRadius forty-eight.
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 4.1 Fast | | | | | | |
| Mistral Small | | | ||||
| DeepSeek V4 Flash | | | | | | |
| Llama 4 Maverick | | | ||||
| Qwen 3.7 Flash | | | | | ||
| Kimi K2 | | | | |||
| GLM 4.7 FlashX | | | | | ||
| MiniMax M2.5 | | |
HighRadius Esker first choice named as an alternative argued againstblank: not namedEach cell is one answer, HighRadius on the left and Esker on the right.The direct prompt
Both were the first choice
1 of 12 modelsThe answer named them together, and the judge labeled each a first choice.HighRadius first, Esker not the choice
5 of 12 modelsEsker was named in the answer but not as the choice, or not at all.Esker first, HighRadius an alternative
2 of 12 modelsHighRadius was named in the answer but not as the choice, or not at all.Neither was named
4 of 12 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
HighRadius0%#10 of 10Esker0%#8 of 10HighRadius49%#1 of 7Esker3%#3 of 7What the models said about HighRadius
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“Avoid the usual enterprise leaders like HighRadius, Billtrust, and Esker if budget is the main constraint” Perplexity Sonar · budget prompt · hard negative
“they are generally not recommended for the typical mid-market company ... Why to avoid them in the mid-market:” Gemini 3.5 Flash · direct prompt · hard negative
“Go with HighRadius or BlackLine if you are a massive, multi-billion-dollar enterprise looking to standardize cash flow and compliance across multiple ERPs globally.” Gemini 3.5 Flash · comparative prompt · first choice
“For most mid-market B2B companies, I'd recommend HighRadius due to its proven ROI, quick implementation, and outcome-based pricing model.” MiniMax M2.5 · direct prompt · first choice
What the models said about Esker
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of five in this category shown.
“Avoid the usual enterprise leaders like HighRadius, Billtrust, and Esker” Perplexity Sonar · budget prompt · hard negative
“Enterprise-class, custom-priced, typically six figures annually.” DeepSeek V4 Flash · budget prompt · hard negative
“1. Esker (G2: 4.3–4.5/5; Gartner Leader in Invoice-to-Cash 2024) ... Enterprise-grade AI automation for cash matching” Grok 4.1 Fast · direct prompt · first choice
“Esker or HighRadius are the safest bets if you want a proven, scalable platform” DeepSeek V4 Flash · direct prompt · first choice
“Kolleno and Esker are strong, mid‑market‑focused all‑rounders.” GLM 4.7 FlashX · 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.