Sales engagement platforms · October 2026 Edition
Salesloft vs Outreach
Six of fourteen models named Salesloft first on the direct prompt; two named Outreach. Both were named by all fourteen models and Salesloft carries 64 labels and Outreach 62, so the shares are not directly comparable.
Atlanta, United States, founded 2011. Named in fourteen categories this edition.
Named in fourteen categories this edition.
First-choice share25%9%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate27%35%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#4A position in a field of 11; printed, not drawn.
Labels6462A 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.Apollo.io was named alongside these two in thirteen of the fourteen direct answers. Apollo.io vs Salesloft · Apollo.io vs Outreach · Salesloft 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 modelsOutreach
Direct621 against Salesloft · 4 against Outreach
Paraphrase712 against Outreach
Comparative710
Budget-constrained005 against Salesloft · 5 against Outreach
Scale-constrained12
Negative1111 against Salesloft · 11 against Outreach
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.
Across every category in the October 2026 Edition, Salesloft and Outreach were named in the same answer 236 times, of the 311 answers naming Salesloft and the 314 naming Outreach. In those answers Outreach took the first choice twenty-nine times and Salesloft eighteen.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Salesloft and Outreach 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 Outreach first choice named as an alternative argued againstblank: not namedEach cell is one answer, Salesloft on the left and Outreach on the right.The direct prompt
The plain question, one answer per model, grouped by where Salesloft and Outreach stood in it.
Both were the first choice
1 of 14 modelsThe answer named them together, and the judge labeled each a first choice.Mistral SmallApollo.io, Outreach, Salesloft
Salesloft first, Outreach an alternative
5 of 14 modelsOutreach was named in the answer but not as the choice, or not at all.GPT-5.4 miniSalesloft alternatives: Apollo.io, HubSpot Sales Hub
Perplexity SonarSalesloft alternatives: Apollo.io, HubSpot Sales Hub, Outreach
GLM 4.7 FlashXSalesloft alternatives: Apollo.io, HubSpot Sales Hub
GPT-6 LunaSalesloft alternatives: Apollo.io, Outreach
Muse Glimmer 30BSalesloft alternatives: Apollo.io, HubSpot Sales Hub, Rework, Salesforce Sales Engagement
Outreach first, Salesloft not the choice
1 of 14 modelsSalesloft was named in the answer but not as the choice, or not at all.Llama 4 MaverickOutreach alternatives: Amplemarket
Neither was the first choice, one was named
6 of 14 modelsThe answer put something else first and named one of the two as an alternative.Claude Haiku 4.5HubSpot Sales Hub alternatives: Amplemarket, Apollo.io, Reply.io, Salesloft
Gemini 3.5 FlashApollo.io alternatives: Amplemarket, HubSpot Sales Hub, Klenty, Salesloft
Grok 4.20Apollo.io alternatives: Groove, HubSpot Sales Hub, Salesloft
Qwen 3.7 FlashHubSpot Sales Hub alternatives: Apollo.io, Outreach, Salesloft
Kimi K2Apollo.io alternatives: HubSpot Sales Hub, Salesloft
MiniMax M2.5Apollo.io, HubSpot Sales Hub alternatives: Outreach, Revenue Grid, Salesloft
Neither was named
1 of 14 modelsThe answer made no first choice from these two in this category.DeepSeek V4 FlashHubSpot Sales Hub alternatives: Apollo.io, Klenty, Rework
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
Level: the same share of first choices.
Salesloft0%#10 of 11Outreach0%#11 of 11Mid-marketThe figures above
Salesloft leads by sixteen points.
Salesloft25%#2 of 11Outreach9%#4 of 11Enterprise
The order flips: Outreach leads at enterprise.
Outreach57%#1 of 8Salesloft25%#2 of 8What 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.
“In August 2025, attackers stole OAuth tokens from Salesloft's Drift chatbot integration... FINRA issued a cybersecurity alert telling member firms to disconnect Salesloft integrations” Muse Glimmer 30B · negative prompt · hard negative
“SalesLoft had a data breach in August 2025 via the Drift integration that compromised 700+ organizations... users report concerning renewal practices” Claude Haiku 4.5 · negative prompt · hard negative
“Platforms to Be Cautious About (with specific reasons)... SalesLoft ... Cancellation nightmare ... Email bugs are severe” DeepSeek V4 Flash · negative prompt · hard negative
“For most mid-sized B2B companies scaling reps quickly, Salesloft is the commonly recommended balance of engagement, coaching and revenue intelligence.” Muse Glimmer 30B · paraphrase prompt · first choice
“the best sales engagement platforms for mid-market B2B companies are generally considered to be Salesloft, Apollo, and Outreach” Mistral Small · direct prompt · first choice
“the best all-around choice is usually Salesloft if you want a dedicated sales engagement platform built for mid-market teams” GPT-5.4 mini · direct prompt · first choice
What the models said about Outreach
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“This applies to Outreach, SalesLoft, and any tool that encourages high-volume, automated outreach — those platforms are now risking your domain reputation” DeepSeek V4 Flash · negative prompt · hard negative
“High-Caution Platforms (Frequent Red Flags): Outreach.io ... account termination complaints ... Best for enterprise but buggy for smaller teams.” Grok 4.20 · negative prompt · hard negative
“you want to avoid premium enterprise platforms like Outreach or Salesloft, which require custom quotes, charge steep per-seat fees” Gemini 3.5 Flash · budget prompt · hard negative
“Outreach | 150+ reps, complex workflows | $200–250/user/mo | Deepest customization, governance, enterprise features” DeepSeek V4 Flash · scale prompt · first choice
“Deepest task‑driven sequencing and workflow controls... Enterprise SDR/orgs, RevOps teams needing deep forecasting” GLM 4.7 FlashX · comparative prompt · first choice
“### 1. Outreach (now Outreach.ai) - Best for: Enterprise sales teams ... Deepest enterprise feature set” MiniMax M2.5 · comparative prompt · first choice
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.