Apollo.io vs Factors.ai
Zero of twelve models named Apollo.io first on the direct prompt; zero named Factors.ai. Apollo.io was named by ten of the twelve models and Factors.ai by six and Apollo.io carries 15 labels and Factors.ai 11, so the shares are not directly comparable.
San Francisco, United States, founded 2015. Named in twenty categories this edition.
Named in seven 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 account-based marketing platforms page.
By framing
Apollo.ioFirst choices, of twelve modelsFactors.ai
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 Factors.ai first choice named as an alternative argued againstblank: not namedEach cell is one answer, Apollo.io on the left and Factors.ai on the right.The direct prompt
Neither was the first choice, one was named
1 of 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
11 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.io16%#3 of 13Factors.ai2%#6 of 13Apollo.io0%#– of 8Factors.ai0%#– of 8What the models said about Apollo.io
No label in this category carried a quote.
What the models said about Factors.ai
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“Best for: A 500-person company wanting a balance of power and operational simplicity.” Gemini 3.5 Flash · scale prompt · first choice
“Startups and small teams should start with affordable, focused tools like Factors.ai, RollWorks, or HubSpot.” Claude Haiku 4.5 · 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.