Zero of twelve models named Skalin first on the direct prompt; one named ClientSuccess. Skalin was named by seven of the twelve models and ClientSuccess by eleven and Skalin carries 14 labels and ClientSuccess 35, so the shares are not directly comparable.
Named in two categories this edition.
Named in one category 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 customer success platforms page.
Across every category in the September 2026 Edition, Skalin and ClientSuccess were named in the same answer fourteen times, of the 25 answers naming Skalin and the 95 naming ClientSuccess. In those answers ClientSuccess took the first choice two times and Skalin two.
| Model | DirectSK | ParaphraseSK | ComparativeSK | Budget-constrainedSK | Scale-constrainedSK | NegativeSK |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | SK | SK | ||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | SK | SK | ||||
| Mistral Small | SK | |||||
| DeepSeek V4 Flash | SK | SK | ||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | SK | |||||
| Kimi K2 | SK | SK | SK | |||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 |
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 five in this category shown.
“Skalin claims #1 on Capterra/G2 (4.92/5), but lower visibility/scale vs. leaders.” Grok 4.1 Fast · direct prompt · soft negative
“Custify and Skalin offer the best balance of dedicated customer success features and affordability” Mistral Small · budget prompt · first choice
“Vitally, ChurnZero, Catalyst, Custify, Skalin | Highly Recommended.” Gemini 3.5 Flash · scale prompt · first choice
“| Skalin | 4.90/5 | Top-rated for 5 years straight |” DeepSeek V4 Flash · negative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“ClientSuccess has received several concerning reviews highlighting: Limited customization... Poor customer service” MiniMax M2.5 · negative prompt · hard negative
“What to Avoid on a Budget ... generally not where you should start” DeepSeek V4 Flash · budget prompt · hard negative
“Avoid: Gainsight, ClientSuccess, Salesforce Service Cloud” GLM 4.7 FlashX · negative prompt · hard negative
“Start with ChurnZero or ClientSuccess demos—they're the most commonly recommended for your segment” Qwen 3.7 Flash · direct prompt · first choice
“If you want a simple, clean workspace and need to be up and running by next month: Go with ClientSuccess or Custify.” Gemini 3.5 Flash · comparative prompt · alternative
“Choose Custify or ClientSuccess if: ... startup needing affordable, flexible solutions” Kimi K2 · 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.