| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Workflow automation and iPaaS | GTM data and infrastructure | 0% | 75 of 76 | 59% | 22 | criticized challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 1 | 0 | 1 | 2 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 4 | 4 |
| Perplexity Sonar | 0 | 0 | 0 | 1 | 1 |
| Grok 4.1 Fast | 0 | 0 | 1 | 0 | 1 |
| Mistral Small | 0 | 0 | 2 | 1 | 3 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 3 | 4 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 2 | 1 | 3 |
| Kimi K2 | 0 | 1 | 0 | 2 | 3 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
Verbatim evidence the judge attached to positive labels.
“Choose MuleSoft if you are: very API-centric, already an enterprise-scale IT organization” GPT-5.4 mini · Automation & iPaaS · direct prompt · alternative
“Considerations: Higher price point, steeper learning curve” MiniMax M2.5 · Automation & iPaaS · paraphrase prompt · alternative
“Have complex API-first enterprise architecture | MuleSoft” Kimi K2 · Automation & iPaaS · comparative prompt · alternative
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“you likely want to avoid bloated legacy enterprise platforms (like MuleSoft) that require expensive, certified developers” Gemini 3.5 Flash · Automation & iPaaS · paraphrase prompt · hard negative
“Avoid: MuleSoft unless you're already deeply committed to Salesforce's ecosystem” Kimi K2 · Automation & iPaaS · scale prompt · hard negative
“Avoid MuleSoft, Workato, and Tray.io (unless you are a major enterprise)” Gemini 3.5 Flash · Automation & iPaaS · negative prompt · hard negative
“Avoid unless you're already in the Salesforce ecosystem” Mistral Small · Automation & iPaaS · paraphrase prompt · hard negative
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 8 of the 61 answers that named MuleSoft and are not a share of its labels.
Fourteen of the sixteen domain citations in answers naming MuleSoft came from somebody else's page.
Pages are listed as the models cited them.
From Wikidata, fetched September 14, 2026. These describe the company, not the product's standing, and a claimed page can dispute any of them. · Wikidata · Crunchbase
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when MuleSoft's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as MuleSoft, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at mulesoft.com is approved on the spot, any other address is reviewed by hand.
Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.