ClientSuccess vs Catalyst
One of twelve models named ClientSuccess first on the direct prompt; zero named Catalyst. ClientSuccess was named by eleven of the twelve models and Catalyst by eight and ClientSuccess carries 35 labels and Catalyst 14, so the shares are not directly comparable.
Named in one category 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.
By framing
ClientSuccessFirst choices, of twelve modelsCatalyst
Across every category in the September 2026 Edition, ClientSuccess and Catalyst were named in the same answer sixteen times, of the 95 answers naming ClientSuccess and the 40 naming Catalyst. In those answers Catalyst took the first choice zero times and ClientSuccess one.
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 | | | | |
ClientSuccess Catalyst first choice named as an alternative argued againstblank: not namedEach cell is one answer, ClientSuccess on the left and Catalyst on the right.The direct prompt
ClientSuccess first, Catalyst not the choice
1 of 12 modelsCatalyst was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
7 of 12 modelsThe answer put something else first and named one of the two as an alternative.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
ClientSuccess5%#4 of 9Catalyst0%#– of 9ClientSuccess2%#7 of 10Catalyst2%#8 of 10ClientSuccess0%#7 of 7Catalyst0%#5 of 7What the models said about ClientSuccess
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
What the models said about Catalyst
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“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
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.