Apollo.io vs Dealfront
Two of twelve models named Apollo.io first on the direct prompt; zero named Dealfront. Apollo.io was named by eleven of the twelve models and Dealfront by eleven and Apollo.io carries 27 labels and Dealfront 37, so the shares are not directly comparable.
San Francisco, United States, founded 2015. Named in twenty categories this edition.
Named in eight 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 B2B intent data providers page.
By framing
Apollo.ioFirst choices, of twelve modelsDealfront
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 | | |
Apollo.io Dealfront first choice named as an alternative argued againstblank: not namedEach cell is one answer, Apollo.io on the left and Dealfront on the right.The direct prompt
Apollo.io first, Dealfront an alternative
2 of 12 modelsDealfront was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
5 of 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
5 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
Apollo.io56%#1 of 14Dealfront13%#2 of 14Apollo.io25%#2 of 14Dealfront2%#6 of 14What the models said about Apollo.io
No label in this category carried a quote.
What the models said about Dealfront
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“favor scalable mid-market fits like Bombora or Dealfront” Grok 4.1 Fast · scale prompt · first choice
“Best for SMBs and mid-market teams with established website traffic wanting affordable visitor identification.” Claude Haiku 4.5 · direct prompt · alternative
“If you need a simpler solution focused just on website visitor identification, Dealfront is excellent.” Mistral Small · 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.