Sales Statistics 2026: Selling Time, Quota, and AI
Sales teams have never had more software, and reps have never spent less of the week doing the job that software was bought to support. Selling time is squeezed by admin, quota attainment keeps sliding, and AI is arriving as the proposed fix. Here are the sales statistics worth knowing in 2026, each sourced inline with the year noted.
How much of a sales rep’s week is actually selling
28% of a rep’s week went to actually selling in 2022, with the rest consumed by deal management, data entry, and internal process (Salesforce State of Sales, 2022).
40% of the average seller’s time goes to selling today, and Gen Z reps are stuck at 35%, losing roughly two full hours a week to manual data entry that senior reps spend researching prospects (Salesforce State of Sales 2026, 2026, from a survey of 4,050 sales professionals).
60% of a rep’s time still goes to non-selling tasks: hunting down the right pitch deck, typing customer notes into the CRM, chasing internal approvals (Salesforce sales statistics, 2026). The same figure was 70% in the 2024 edition of the research.
Two hours a day is all the active selling a typical rep gets, against roughly an hour a day of pure administrative work (HubSpot Sales Trends Report, 2025).
Quota attainment keeps sliding
78% of sellers missed quota in 2025, up from 69% in 2024 (Ebsta and Pavilion 2025 GTM Benchmarks, 2025). That report analyzed $48 billion in pipeline and surveyed 2,000 CROs.
48% of account executives hit their annual quota in 2026, down from 51% in 2024 (The Bridge Group AE metrics research, 2026, based on 158 B2B companies). Median AE quota now runs $960K against a $200K median on-target income, a ratio of 4.6x.
67% of reps did not expect to make quota, and 84% had missed it the year before (Salesforce State of Sales, 2024).
27% of sales reps say they consistently hit quota (HubSpot, 2025).
Tool sprawl is measurably expensive
42% of sales reps feel overwhelmed by how many tools they use, and overwhelmed sellers are 45% less likely to attain quota (Salesforce, 2026). A further 45% of sales professionals say their tech stack is too big (HubSpot, 2025).
81% of sales leaders think AI can reduce the time their teams spend on manual tasks (HubSpot, 2025).
Win rates, slipped deals, and cycle length
Win rates fell 18% in 2024 and a further 10% in 2025 (Ebsta and Pavilion, 2025).
Sales cycles ran 38% longer than 2021 at their worst in the first half of 2023, before contracting 9% in 2025 (Ebsta B2B Sales Benchmarks, 2024; Ebsta and Pavilion GTM Benchmarks, 2025).
36% of deals slipped past their expected close date in 2025, down from 44% in 2024 (Ebsta and Pavilion, 2025).
21% is the average win rate and 29% the average close rate, with five decision-makers involved in a typical sale (HubSpot, 2025).
What cold calling actually converts at
2.3% is the average cold call success rate (Cognism State of Cold Calling, 2025), measured across more than 204,000 cold calls and 27,000 conversations.
Three attempts is the average number of cold calls needed to connect with a lead, and 93% of conversations happen by that third call (Cognism, 2025). Beyond the fifth call, more than 98% of conversations have already occurred.
93 seconds is the average length of a cold call in 2025, up from 83 seconds the year before (Cognism, 2025).
6% to 10% is the call-to-appointment conversion rate most cold callers report (HubSpot, 2025).
Buyers arrive already researched
96% of prospects research a company and its products before speaking to a rep, and 71% prefer independent research to a sales conversation (HubSpot, 2025).
59% of B2B buyers say reps do not take time to understand their business, while 86% say they are more likely to buy from a company that understands their goals (Salesforce, 2024).
Where AI is landing in sales work
54% of sellers have used AI agents, and nearly 9 in 10 plan to by 2027 (Salesforce State of Sales 2026, 2026). Sellers expect agents to cut prospect research time by 34% and email drafting by 36%.
3.7x: sellers who work alongside AI tools are 3.7 times more likely to meet quota, and top performers are 1.7 times more likely than underperformers to use prospecting agents (Salesforce, 2026).
81% of businesses now use AI for pipeline generation, and 91% are prioritizing automation to cut inefficiency (Ebsta and Pavilion, 2025).
A counterweight: when sales leaders rated 11 specific AE workflows, 10 of them split between “game changer” and “hit or miss” (The Bridge Group, 2026). Adoption is near universal, impact is not.
Where an assistant fits in a sales week
The gap between 40% selling time and 100% is mostly logging, scheduling, note-taking, and status chasing, which is exactly the work an AI assistant absorbs without a rep touching it. Carly handles email, calendar, and the follow-through around a deal, and it connects to thousands of apps, so the CRM update happens after the meeting instead of on Friday afternoon. For the CRM-side of the same problem, see our roundup of AI CRM tools.
FAQ
How much time do sales reps spend selling? About 40% of their time, with 60% going to non-selling tasks like CRM entry and internal approvals (Salesforce, 2026). The figure was 28% in 2022, and HubSpot’s 2025 research puts active selling at roughly two hours a day.
What percentage of salespeople hit quota? Only 48% of account executives hit annual quota in 2026, down from 51% in 2024 (The Bridge Group, 2026). Ebsta and Pavilion put it more bluntly: 78% of sellers missed quota in 2025, up from 69% in 2024.
How many cold calls does it take to get a meeting? It takes three attempts on average to connect with a lead, and 93% of conversations happen by that third call (Cognism, 2025). The average cold call success rate is 2.3%, and most callers convert 6% to 10% of calls into appointments (HubSpot, 2025).
How long is the average B2B sales cycle? There is no single credible number, because length swings by deal size. The trend is measurable: cycles ran 38% longer than 2021 at their peak in early 2023, then contracted 9% in 2025 (Ebsta and Pavilion, 2024 and 2025).
Related: Productivity Statistics · Time Management Statistics · Best AI CRM tools · An AI agent that follows up with leads
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