# Skalin vs Catalyst: which do AI models recommend for customer success, September 2026

GTM AI Recommendation Index, September 2026 Edition, Customer success platforms. Zero of twelve models named Skalin first on the direct prompt; zero named Catalyst. Page: https://gtm-ai-index.com/customer/customer-success-platforms/skalin-vs-catalyst/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Skalin | 4% | #6 of 10 | 7% | 14 | 7 of 12 |
| Catalyst | 2% | #8 of 10 | 14% | 14 | 8 of 12 |

## The direct prompt, model by model

- DeepSeek V4 Flash: neither first, one named (first choices: Vitally) (alternatives: Catalyst, ChurnZero, Planhat)
- Qwen 3.7 Flash: neither first, one named (first choices: ChurnZero, ClientSuccess) (alternatives: Skalin)
- Claude Haiku 4.5: neither named (first choices: Vitally) (alternatives: ChurnZero, Custify, Totango)
- GPT-5.4 mini: neither named (first choices: ChurnZero) (alternatives: Gainsight, Totango)
- Gemini 3.5 Flash: neither named (first choices: Vitally) (alternatives: ChurnZero, Planhat, Totango)
- Perplexity Sonar: neither named (first choices: ChurnZero) (alternatives: ClientSuccess, Gainsight, Planhat, Vitally)
- Grok 4.1 Fast: neither named (first choices: ChurnZero) (alternatives: ClientSuccess, Custify, Gainsight, Planhat, Vitally)
- Mistral Small: neither named (first choices: ChurnZero, Vitally) (alternatives: ClientSuccess, Custify, Gainsight, Planhat)
- Llama 4 Maverick: neither named (first choices: ChurnZero) (alternatives: ClientSuccess, Planhat, Vitally)
- Kimi K2: neither named (first choices: ChurnZero) (alternatives: ClientSuccess, Custify, Planhat, Vitally)
- GLM 4.7 FlashX: neither named (first choices: Vitally) (alternatives: ChurnZero, Custify, Planhat)
- MiniMax M2.5: neither named (first choices: ChurnZero, Vitally) (alternatives: ClientSuccess, Planhat)

## What the models said about Skalin

- "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)

## What the models said about Catalyst

- "recently merged platforms (Totango/Catalyst) carry the highest risk" (Mistral Small, negative prompt, hard negative)
- "What to Avoid on a Budget ... generally not where you should start" (DeepSeek V4 Flash, budget prompt, hard negative)
- "Vitally, ChurnZero, Catalyst, Custify, Skalin | Highly Recommended." (Gemini 3.5 Flash, scale prompt, first choice)
- "Totango and Catalyst operate as a unified powerhouse... Best for: Mid-to-enterprise organizations" (Gemini 3.5 Flash, comparative prompt, alternative)
- "Modern UX, strong product velocity; a favorite to replace legacy Gainsight at mid-market." (DeepSeek V4 Flash, direct prompt, alternative)

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. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.