Zero of fourteen models named Tidio first on the direct prompt; three named HubSpot Marketing Hub. Tidio was named by thirteen of the fourteen models and HubSpot Marketing Hub by eight and Tidio carries 31 labels and HubSpot Marketing Hub 13, so the shares are not directly comparable.
founded 2013. Named in seven categories this edition.
By HubSpot, Cambridge, United States, founded 2006. Named in twenty-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 conversational marketing 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. Four of four in this category shown.
“you should be cautious about relying on Tidio if you plan to scale into complex B2B territory” Qwen 3.7 Flash · negative prompt · soft negative
“If you need one pick for most limited-budget companies needing website conversational marketing today, Tidio is the consensus affordable entry point” Muse Glimmer 30B · budget prompt · first choice
“Best low-cost standalone option: Tidio — usually easier to justify when you just need website chat and basic automation.” GPT-5.4 mini · budget prompt · first choice
“Tidio is the best overall budget-friendly choice because it is repeatedly described as having an affordable entry point” Perplexity Sonar · budget prompt · first choice
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.