Sales engagement platforms · November 2026 Edition
Salesloft vs Apollo.io
Ten of fourteen models named Salesloft first on the direct prompt; five named Apollo.io. Both were named by all fourteen models and Salesloft carries 67 labels and Apollo.io 66, so the shares are not directly comparable.
Atlanta, United States, founded 2011. Named in sixteen categories this edition.
San Francisco, United States, founded 2015. Named in twenty-two categories this edition.
First-choice share37%30%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate30%8%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#2A position in a field of 12; printed, not drawn.
Labels6766A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Salesloft reading right to left. Rank and label count are printed, not drawn.HubSpot Sales Hub was named alongside these two in twelve of the fourteen direct answers. Salesloft vs HubSpot Sales Hub · Salesloft vs Outreach · Apollo.io vs HubSpot Sales Hub
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 sales engagement platforms page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
SalesloftFirst choices, of fourteen modelsApollo.io
Direct1051 against Salesloft
Paraphrase1031 against Salesloft
Comparative61
Budget-constrained086 against Salesloft
Scale-constrained00
Negative0112 against Salesloft · 5 against Apollo.io
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Salesloft and Apollo.io stood in it.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | | | | ||
| GPT-5.4 mini | | | | | ||
| Gemini 3.5 Flash | | | | | | |
| Perplexity Sonar | | | | | | |
| Grok 4.20 | | | | | | |
| 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 | | | | | |
Salesloft Apollo.io first choice named as an alternative argued againstblank: not namedEach cell is one answer, Salesloft on the left and Apollo.io on the right.The direct prompt
The plain question, one answer per model, grouped by where Salesloft and Apollo.io stood in it.
Both were the first choice
2 of 14 modelsThe answer named them together, and the judge labeled each a first choice.Llama 4 MaverickApollo.io, Outreach, Salesloft
Kimi K2Apollo.io, Salesloft alternatives: HubSpot Sales Hub
Salesloft first, Apollo.io an alternative
8 of 14 modelsApollo.io was named in the answer but not as the choice, or not at all.GPT-5.4 miniSalesloft alternatives: Apollo.io, HubSpot Sales Hub, Outreach
Gemini 3.5 FlashSalesloft alternatives: Apollo.io, Gong Engage, HubSpot Sales Hub, Outreach
Mistral SmallSalesloft alternatives: Apollo.io, HubSpot Sales Hub, Kixie, Outreach
Qwen 3.7 FlashSalesloft alternatives: HubSpot Sales Hub, Outreach
GLM 4.7 FlashXSalesloft alternatives: Apollo.io, Kixie, Mixmax
MiniMax M2.5Salesloft alternatives: HubSpot Sales Hub, Outreach
GPT-6 LunaSalesloft alternatives: Apollo.io, HubSpot Sales Hub, Outreach
Muse Glimmer 30BOutreach, Salesloft alternatives: Apollo.io, HubSpot Sales Hub
Apollo.io first, Salesloft an alternative
3 of 14 modelsSalesloft was named in the answer but not as the choice, or not at all.Claude Haiku 4.5Apollo.io, HubSpot Sales Hub alternatives: Amplemarket
Grok 4.20Apollo.io alternatives: HubSpot Sales Hub, Outreach, Salesloft
DeepSeek V4 FlashApollo.io alternatives: HubSpot Sales Hub, Salesloft
Neither was the first choice, one was named
1 of 14 modelsThe answer put something else first and named one of the two as an alternative.Perplexity SonarOutreach alternatives: Apollo.io, HubSpot Sales Hub, Klenty, Salesloft
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
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Apollo.io leads by forty-eight points.
Apollo.io50%#1 of 14Salesloft2%#8 of 14Mid-marketThe figures above
The order flips: Salesloft leads at mid-market.
Salesloft37%#1 of 12Apollo.io30%#2 of 12Enterprise
Salesloft leads by twenty-seven points.
Salesloft29%#2 of 9Apollo.io2%#5 of 9What the models said about Salesloft
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“The platform has been called out for both operational and security concerns... Salesloft Drift breach in August 2025 is widely cited as an example of third-party SaaS risk” Muse Glimmer 30B · negative prompt · hard negative
“Avoid heavy enterprise tools like Outreach, Salesloft, or LinkedIn Sales Navigator add-ons” Qwen 3.7 Flash · budget prompt · hard negative
“What to Avoid - Outreach and Salesloft: ... overkill for limited budgets.” Kimi K2 · budget prompt · hard negative
“I'd usually recommend Salesloft if you want a more complete sales engagement + coaching + revenue execution platform” GPT-5.4 mini · paraphrase prompt · first choice
“Choose Outreach or Salesloft if you have a large team, use a major CRM (Salesforce/HubSpot), and manage long sales cycles” Qwen 3.7 Flash · comparative prompt · first choice
“The best sales engagement tool for a mid-sized B2B company would be Salesloft, HubSpot Sales Hub, or Apollo.io.” Llama 4 Maverick · paraphrase prompt · first choice
What the models said about Apollo.io
No label in this category carried a quote.
Also compared
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.