Hightouch vs Prospeo
Two of twelve models named Hightouch first on the direct prompt; zero named Prospeo. Hightouch was named by eleven of the twelve models and Prospeo by six and Hightouch carries 30 labels and Prospeo 11, so the shares are not directly comparable.
Named in six categories this edition.
Named in five categories 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 identity resolution page.
By framing
HightouchFirst choices, of twelve modelsProspeo
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 | |
Hightouch Prospeo first choice named as an alternative argued againstblank: not namedEach cell is one answer, Hightouch on the left and Prospeo on the right.The direct prompt
Hightouch first, Prospeo not the choice
2 of 12 modelsProspeo was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
3 of 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
7 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
Prospeo10%#2 of 15Hightouch2%#9 of 15Hightouch15%#1 of 18Prospeo4%#6 of 18What the models said about Hightouch
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“If you have a data warehouse and engineering support → Hightouch. It's the best combination of control, mid-market fit, speed, and cost” DeepSeek V4 Flash · direct prompt · first choice
What the models said about Prospeo
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“Prospeo is the safest budget-first recommendation from the results for B2B use cases” Perplexity Sonar · budget prompt · first choice
“For most mid-sized B2B companies, I recommend starting with Prospeo” Mistral Small · paraphrase prompt · first choice
“They offer an introductory free plan (including up to 75 email resolutions/month) with low-cost scaling tiers.” Gemini 3.5 Flash · budget 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.