Five of fourteen models named Stampli first on the direct prompt; zero named Ramp. Both were named by all fourteen models and Stampli carries 43 labels and Ramp 41, so the shares are not directly comparable.
Named in seven categories this edition.
Named in sixteen 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 accounts payable automation 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. Four of four in this category shown.
“Stampli is highly effective for reducing paper, but its user-centric approach can sometimes become an operational bottleneck.” Qwen 3.7 Flash · negative prompt · soft negative
“Stampli offers procure-to-pay automation with collaborative invoice management, designed for small to mid-sized businesses outgrowing basic AP tools” Claude Haiku 4.5 · paraphrase prompt · first choice
“### 1. Stampli ... AI-driven invoice capture ... Best For: Mid-market companies focused on invoice approval bottlenecks” Grok 4.20 · comparative prompt · first choice
“Prioritize tools like Stampli, Ramp, or Sage Intacct (which score highly for usability and fewer complaints).” Grok 4.20 · negative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“standalone consumer-grade payment apps (like early-stage versions of Ramp or Mercury Bill Pay) for large enterprises” Qwen 3.7 Flash · negative prompt · hard negative
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.