Two of fourteen models named OnRamp first on the direct prompt; zero named Dock. OnRamp was named by ten of the fourteen models and Dock by fourteen and OnRamp carries 19 labels and Dock 40, so the shares are not directly comparable.
Named in two categories this edition.
San Francisco, United States, founded 2021. Named in eight 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 client onboarding platforms 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 4.1 Fast | ||||||
| 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.
“making it ideal for mid-market and enterprise companies handling complex implementation processes” Claude Haiku 4.5 · direct prompt · first choice
“OnRamp ⭐ Best Overall for Mid-Market” Kimi K2 · direct prompt · first choice
“OnRamp if you want a CS-oriented platform focused on reusable playbooks... Its published pricing starts at $15,000” GPT-6 Luna · direct prompt · alternative
No label in this category carried a quote.
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.