120+ Sales Productivity Statistics for 2026: Selling Time, Sales Metrics & AI
Reps spend just 40% of the week selling, and only 48% of AEs hit annual quota. See 120+ sourced sales productivity stats on win rates, sales cycles, ramp time and AI adoption.
Sales Metrics Benchmarks
These are the KPIs sales leaders track week to week. Most current data comes from three sources: Ebsta x Pavilion's deal data (655K opportunities), the Bridge Group's surveys of B2B sales orgs, and Salesforce's survey of 4,050 sales professionals. Ebsta and the Bridge Group define their metrics differently, so each row names its base.
Note:
About the Ebsta data: the 2025 GTM Benchmarks report covers 655K opportunities worth $48B and 2,000+ CROs and sales leaders at 387 companies, published April 2025. The report does not state the data period; it reads as 2024 data. Ebsta sells revenue intelligence software.
Rep Productivity and Selling Time
Rep productivity measures how much selling work a rep gets done: activities per day, conversations held and the share of the week spent with buyers.
| Statistic | Base | Source |
|---|---|---|
| 40% of the average workweek is spent selling, 60% on non-selling work | 4,050 sales professionals, 22 countries, surveyed Aug-Sep 2025 | Salesforce State of Sales, 7th edition |
| Gen Z reps spend 35% of their time selling, about two hours a week lost to manual data entry | same survey | Salesforce announcement, Feb 2026 |
| Reps spend almost one full day of the workweek on prospecting | same survey | Salesforce, 7th edition |
| Non-selling tasks consumed 70% of reps' time in the previous edition | 5,500 sales professionals, 27 countries, surveyed Mar-Apr 2024 | Salesforce, 6th edition announcement |
| Sellers spend less than two hours a day selling on average; top performers spend four | 655K opportunities, 387 companies | Ebsta x Pavilion, 2025 GTM Benchmarks |
| Sellers spend about 21% of their day engaging with customers; top performers nearly 50% | same | Ebsta x Pavilion, 2025 |
| SDRs log a median of 112 activities a day: 44 phone, 41 email, 19 LinkedIn, 8 text or other | 351 B2B companies (78% North America, 83% SaaS), surveyed 2024-2025 | Bridge Group, 2025 SDR Models & Metrics |
| Phone-heavy SDR teams make 56 dials a day, email-heavy teams 28 | same | Bridge Group, 2025 SDR report |
| SDRs hold 4.1 quality conversations a day, the first rise in the study's history | same | Bridge Group, 2025 SDR report |
Sales Cycle Length
Sales cycle length is the average number of days from when an opportunity is opened to when it closes won.
- New business deals take 91 days to close on average; expansion deals take 52. Base: 655K opportunities, 387 companies. Source: Ebsta x Pavilion, 2025 GTM Benchmarks
- Top performers' sales cycles are 42% shorter. Base: same. Source: Ebsta x Pavilion, 2025
- Well-qualified deals close 21.6% faster on average. Base: 655K+ B2B opportunities worth $48B. Source: Ebsta Sales Qualification Report, Aug 2025
- 57% of sales professionals say customers take longer to decide than they used to. Base: 4,050 sales professionals, surveyed Aug-Sep 2025. Source: Salesforce State of Sales, 7th edition
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Pipeline Velocity and Pipeline Generation
Pipeline velocity is how fast pipeline turns into revenue, usually calculated as number of deals x win rate x average deal value ÷ cycle length. Pipeline generation is the value of new pipeline created.
- Top performers generate 11x more revenue per day than lower performers, up from 8.9x in 2024. Base: 655K opportunities, 387 companies. Source: Ebsta x Pavilion, 2025 GTM Benchmarks
- BDRs generate 27% of pipeline, AEs 19%. Base: same. Source: Ebsta x Pavilion, 2025
- Each SDR generates $3.78M in raw pipeline a year, up from $2.83M in 2022 (pipeline created, not closed-won). Base: 351 B2B companies, surveyed 2024-2025. Source: Bridge Group, 2025 SDR Models & Metrics
- 55% of enterprises report conflicting pipeline signals from disconnected data sources. Base: 400 North American enterprises with 1,000+ employees, surveyed Sep-Oct 2025. Source: Clari + Salesloft research, Jan 2026
- By 2029, AI-driven sales enablement will deliver 40% faster sales stage velocity than traditional enablement. Base: Prediction. Source: Gartner, April 2026
Win Rate
Win rate is the share of qualified opportunities that end closed won.
- New business win rate is 19%; expansion win rate is 45%. Base: 655K opportunities, 387 companies. Source: Ebsta x Pavilion, 2025 GTM Benchmarks
- Deals with high qualification scores win 50% of the time, poorly qualified deals 8%. Base: 655K+ B2B opportunities worth $48B. Source: Ebsta Sales Qualification Report, Aug 2025
- Well-qualified deals are 6.3x more likely to close. Base: same. Source: Ebsta, Aug 2025
- 91% of sales pros say their win rates are stable or improving. Base: 1,000 sales professionals, global, 2025. Source: HubSpot 2025 State of Sales
- Average win rate is 21%, average close rate is 29% (2023 data). Base: 1,400+ sales professionals, 7 countries, Aug 2023. Source: HubSpot 2024 Sales Trends Report
Average Deal Size and Deal Slippage
Average deal size is the average contract value of won deals. Deal slippage counts deals whose close date is pushed past the forecast period.
- Deal values rose 54% year over year. Base: 655K opportunities, 387 companies. Source: Ebsta x Pavilion, 2025 GTM Benchmarks
- Top performers' average contract value is 76% higher. Base: same. Source: Ebsta x Pavilion, 2025
- Low performers' deals are 217% more likely to slip at a late stage. Base: same. Source: Ebsta x Pavilion, 2025
- Well-qualified deals are 1.9x less likely to slip past their forecast close date. Base: 655K+ B2B opportunities. Source: Ebsta Sales Qualification Report, Aug 2025
- Median deal size is $4,000, and 47% of deals fall between $1,000 and $5,000 (2023 data). Base: 1,400+ sales professionals, Aug 2023. Source: HubSpot 2024 Sales Trends Report
Forecast Accuracy
Forecast accuracy is how close forecast revenue comes to actual closed revenue for the period.
- 4 in 5 sales and finance leaders missed a quarterly sales forecast in the past year; over half missed two or more times. Base: 405 North American sales and finance/RevOps leaders, surveyed March 2024. Source: Xactly, 2024 State of Sales Forecasting
- 52% of sales leaders say their forecasts are off by 10% or more. Base: same. Source: Xactly, 2024
- 39% of enterprises recalibrate forecast models only weekly or monthly. Base: 400 North American enterprises, surveyed Sep-Oct 2025. Source: Clari + Salesloft research, Jan 2026
- 40% of sales pros at companies with usage-based pricing name forecasting revenue as a challenge. Base: 4,050 sales professionals, surveyed Aug-Sep 2025. Source: Salesforce State of Sales, 7th edition
Qualification Quality and Lead Conversion
Qualification quality is how well the deals in pipeline match buying criteria. Lead conversion tracks how many leads become sales opportunities or meetings.
- 49% of CSOs say their sales definition of a qualified lead differs greatly from marketing's. Base: 243 CSOs and senior sales leaders, Nov-Dec 2024. Source: Gartner, May 2025
- Only 36% of deals that pass discovery include both a qualification score and supporting notes. Base: 655K+ B2B opportunities. Source: Ebsta Sales Qualification Report, Aug 2025
- MQL-to-SQL conversion rose 32% year over year, and lead volume rose 20%. Base: 655K opportunities, 387 companies. Source: Ebsta x Pavilion, 2025 GTM Benchmarks
- Mid-market companies book 36 meetings per 100 form submissions; top quartile 58, bottom quartile 26. Base: 2.9M form submissions, companies with 100-2,500 employees, July 2025-June 2026. Source: Chili Piper, 2026 Web Conversion Benchmark
- 62% of qualified form submissions book a meeting. Base: same. Source: Chili Piper, 2026
- 68% of sales pros say lead quality improved year over year. Base: 1,000 sales professionals, 2025. Source: HubSpot 2025 State of Sales
Quota Attainment
Quota attainment is the share of reps who hit their full target for the period. Sources measure it differently (share hitting vs. share missing, annual vs. year to date, leaders' reports vs. reps' ratings), so print one figure with its definition or show the range.
| Statistic | Who was measured | Source |
|---|---|---|
| 48% of AEs hit annual quota in 2026, down from 51% in 2024 | AEs at 158 B2B companies, reported by sales leaders | Bridge Group, 2026 AE Models, Motions & Metrics |
| Companies in the top AI engagement tercile report 57% of AEs at quota, the bottom tercile 39% | same; observational, not proof of cause | Bridge Group, 2026 |
| 60% of SDRs hit quota, the lowest in the study's history | SDRs at 351 B2B companies, 2024-2025 | Bridge Group, 2025 SDR Models & Metrics |
| AE quota attainment flat at 58% year to date in 2025 vs. 59% in 2024 | ICONIQ portfolio and peer companies | ICONIQ, State of Go-to-Market 2025 |
| 78% of sellers missed quota last year, up from 69% | 655K opportunities, 387 companies | Ebsta x Pavilion, 2025 GTM Benchmarks |
| 84% missed quota last year; 67% did not expect to meet it this year | Reps, Mar-Apr 2024 survey | Salesforce, 6th edition |
Ramp Time
Ramp time is how long a new rep takes to reach full productivity, meaning a full quota.
- New AEs take 6.2 months to ramp on average, the highest in the research's history. Base: 158 B2B companies, 2026. Source: Bridge Group, 2026 AE Models, Motions & Metrics
- Companies now require 3.7 years of experience for AE hires, up from 2.7 years in 2022. Base: same. Source: Bridge Group, 2026
- New SDRs take 3.0 months to ramp, the lowest since 2010 (peak 3.8 months in 2014). Base: 351 B2B companies, 2024-2025. Source: Bridge Group, 2025 SDR Models & Metrics
Sales Rep Turnover and Tenure
Turnover is the share of reps who leave a role each year; tenure is how long they stay.
- Median SDR attrition was 40% in 2024 (25th-75th percentile: 21%-57%). Base: 351 B2B companies, 2024-2025. Source: Bridge Group, 2025 SDR Models & Metrics
- Of that 40%: 13% involuntary, 11% voluntary, 16% promotions; promotions have halved from 34% in 2020. Base: same. Source: Bridge Group, 2025 SDR report
- Average SDR tenure is 1.9 years, the highest since the early 2010s. Base: same. Source: Bridge Group, 2025 SDR report
- Turnover among US sales professionals is 7.3%, vs. a 13.0% average for US voluntary turnover. Base: 2,617 US organizations, 2024-2025, all sales roles. Source: Mercer, 2025 US Turnover Surveys
Speed to Lead
Speed to lead is the time between a prospect submitting an inbound form and a rep first contacting them.
- More than 99% of companies do not respond within five minutes; the average time to a personalized email is 11 hours 54 minutes. Base: Demo requests submitted to 114 B2B companies (mystery shopper). Source: Workato, B2B lead response time study
- 31% of companies followed up by phone, with an average phone response of 14 hours 29 minutes; none called within five minutes. Base: same. Source: Workato
- Companies with a lead routing tool responded in 3 hours 32 minutes on average, vs. nearly 13 hours without. Base: same. Source: Workato
- 66.7% of qualified form submissions book a meeting, and 14.1% of form fills are disqualified. Base: About 4M form submissions, 2024 data, Chili Piper customers. Source: Chili Piper, 2025 Form Conversion Benchmark
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Sales Efficiency
Sales efficiency is how much sales and marketing spend it takes to win $1 of new revenue, often reported as the CAC ratio.
- The median New CAC Ratio rose 14% in 2024 to $2.00 of sales and marketing spend per $1.00 of new customer ARR. Base: B2B SaaS companies, CY2024 data (n=73 for this metric). Source: Benchmarkit, 2025 B2B SaaS Performance Metrics
- The blended CAC ratio fell $0.19 (12%) in 2024. Base: same. Source: Benchmarkit, 2025
Sales Prospecting
Reps spend almost a full day a week prospecting, yet 47% say their team lacks the bandwidth for cold outreach. High performers are 1.7x more likely to use AI prospecting agents.
Cold Calling
68% of sales professionals work at an organization that cold calls, and the average success rate is 2.7%. For the full data set, see CloudTalk's cold calling statistics [add URL].
- 68% work at an org that cold calls in some capacity (24% primary channel, 25% secondary, 19% specific campaigns only). Base: All respondents, n=379, April 2025. Source: HubSpot State of Cold Calling
- 63% say their cold call volume rose versus 2024. Base: Respondents at orgs where cold calling is the primary channel. Source: HubSpot
- Industry average success rate is 2.7%, up from 2.3% the year before. Base: 200,000+ calls, 2025 data. Source: Cognism, State of Cold Calling 2026
- It takes 1.55 calls on average to reach a prospect, down from 2.9. Base: same. Source: Cognism
- 10-11am is the most effective calling window, 2-3pm second. Base: Call data. Source: Cognism
Prospecting Capacity and AI
- 47% say cold outreach is one of the worst parts of the job, and 47% say their team lacks the bandwidth for it. Base: Reps, survey of 4,050, Aug-Sep 2025. Source: Salesforce State of Sales, 7th edition
- 34% of sales teams with AI agents use them for prospecting; 92% of sellers with agents say it benefits prospecting. Base: Sales pros with AI agents. Source: Salesforce, 7th edition
- High performers are 1.7x more likely than underperformers to use prospecting agents. Base: Survey of 4,050. Source: Salesforce, 7th edition
- Agents contacted 130,000 leads and created 3,200 opportunities in four months. Base: Salesforce's own sales team. Source: Salesforce announcement, Feb 2026
Productivity, Tech Stack and Buyer Expectations
42% of reps are overwhelmed by too many tools, and only a third of sales teams run on a single platform. Salesforce names changing customer demands as the number one challenge in sales.
Tools and Data
- 42% of reps are overwhelmed by too many tools. Base: Reps, survey of 4,050, Aug-Sep 2025. Source: Salesforce State of Sales, 7th edition
- 34% of teams use one platform, 45% a platform plus standalone tools, 20% many standalone tools. Base: Sales teams. Source: Salesforce, 7th edition
- 84% of teams without an all-in-one platform plan to consolidate their tech. Base: Sales teams. Source: Salesforce, 7th edition
- 51% of sales leaders with AI say tech silos delay or limit their AI initiatives. Base: Sales leaders with AI. Source: Salesforce, 7th edition
- 51% of sales pros say security concerns delayed AI initiatives. Base: Sales pros. Source: Salesforce, 7th edition
- 46% say data quality issues hurt their sales. Base: Sales pros with AI agents. Source: Salesforce, 7th edition
- 74% of teams with AI are prioritizing data hygiene: 79% of high performers vs. 54% of underperformers. Base: Teams with AI. Source: Salesforce, 7th edition
Buyer Expectations
- 69% say measurable ROI matters more to customers than last year. Base: Sales professionals, Aug-Sep 2025. Source: Salesforce, 7th edition
- 67% say personalization matters more to customers than last year. Base: same. Source: Salesforce, 7th edition
- 67% say customers require extensive education before buying. Base: same. Source: Salesforce, 7th edition
- An average of five decision-makers is involved in every sale (2023 data). Base: 1,400+ sales professionals, Aug 2023. Source: HubSpot 2024 Sales Trends Report
- 96% of prospects research before talking to a rep, and 71% prefer doing their own research (2023 data). Base: Reps' reports on prospects, Aug 2023. Source: HubSpot, 2024 report
AI in Sales
87% of sales organizations use some form of AI and 54% of sellers have used AI agents, yet Gartner expects fewer than 40% of sellers to report a productivity gain from agents by 2028. This section links out to the published sales AI hub (add the URL) for the deeper numbers.
Salesforce sells sales AI and its figures are self-reported survey answers, so treat the "benefit" rows as perceptions, not measured results.
Adoption and Perceived Results
| Statistic | Base | Source |
|---|---|---|
| 87% of sales organizations currently use some form of AI | 4,050 sales professionals, surveyed Aug-Sep 2025 | Salesforce announcement, Feb 2026 |
| 54% of sales teams use AI agents now, 34% expect to within two years, 8% within five | same | Salesforce State of Sales, 7th edition |
| 94% of sales leaders with agents say they are critical for meeting business demands | Sales leaders with agents | Salesforce, 7th edition |
| 88% say AI makes them more productive, 88% say it raises their odds of hitting targets, 83% say it raises job satisfaction | Sales pros with agents | Salesforce, 7th edition |
| Sellers expect agents to cut prospect research time by 34% and email drafting time by 36% | Expectation, not a measured result | Salesforce announcement |
| Top industries using agents for sales: wealth management, banking, technology, insurance, media and entertainment | Sales pros with agents | Salesforce, 7th edition |
| 81% of teams were experimenting with (40%) or had fully implemented (41%) AI; 83% of teams with AI saw revenue growth vs. 66% without | 5,500 sales professionals, surveyed Mar-Apr 2024 | Salesforce, 6th edition announcement |
| 68% of teams with AI added headcount in the past year, vs. 47% of teams without AI | same | Salesforce, 6th edition |
What Gartner Expects
- By 2028, AI agents will outnumber human sellers 10 to 1, yet fewer than 40% of sellers will say agents improved their productivity. Base: Prediction. Source: Gartner, July 2026 (first issued Nov 2025)
- By 2028, chief sales officers who overhaul data, automation and user experience will be five times more likely to gain ROI from AI than those choosing quick fixes. Base: Prediction. Source: Gartner, July 2026
- By 2030, 75% of B2B buyers will prefer sales experiences that prioritize human
Coaching and the Calling Tool Stack
46% of reps say they rarely get feedback on their sales conversations, and only 23% of daily cold callers use conversation intelligence software. Coaching is where call recording and analysis tools meet a stated need.
Coaching
- 46% rarely get feedback on their sales conversations. Base: Reps, survey of 4,050, Aug-Sep 2025. Source: Salesforce State of Sales, 7th edition
- 41% say they do not get enough chances to role-play before customer calls. Base: Reps. Source: Salesforce, 7th edition
- 40% say their manager's lack of time is an obstacle to enablement. Base: Reps. Source: Salesforce, 7th edition
- 52% say traditional enablement (courses, guides) does not give them the skills they need. Base: Reps. Source: Salesforce, 7th edition
- 75% say they are more likely to hit their targets with a coach or mentor. Base: Reps. Source: Salesforce, 7th edition
- 34% of teams with AI agents use them for coaching; high performers are 1.4x more likely than underperformers to do so. Base: Teams with agents. Source: Salesforce, 7th edition
Calling Tools in Use
- 59% use a CRM, 49% a contact or lead database, 45% a sales engagement platform. Base: Daily cold callers, n=379 survey, April 2025. Source: HubSpot State of Cold Calling
- 33% use a call recording and analysis tool, 23% conversation intelligence software. Base: Daily cold callers. Source: HubSpot
- 26% use call scheduling tools, 16% voicemail drop software, 15% a script or talk track library. Base: Daily cold callers. Source: HubSpot
- 48% track results mainly in a CRM, 22% in spreadsheets, 18% in a sales engagement platform, 11% in manual notes. Base: Daily cold callers. Source: HubSpot
Remote, Hybrid and Omnichannel Selling
B2B buyers split evenly across in-person, remote and self-serve interaction, and they use an average of ten channels. Hybrid companies are more likely to report 10%+ revenue growth, though that is a correlation.
- At any buying stage, one-third want in-person interaction, one-third remote communications, one-third digital self-serve. Base: Nearly 4,000 B2B decision makers, 13 countries, 2024 survey. Source: McKinsey B2B Pulse, Sept 2024
- Buyers use an average of ten interaction channels, up from five in 2016. Base: same. Source: McKinsey, 2024
- More than half would likely switch suppliers without a smooth experience across channels. Base: same. Source: McKinsey, 2024
- Among likely switchers, 51% would leave if not connected to the right person for help. Base: Likely switchers. Source: McKinsey, 2024
- 41% prefer in-person channels with new suppliers, 40% for a first-time purchase. Base: same. Source: McKinsey, 2024
- 35% of hybrid companies report revenue growth above 10%, vs. 28% of non-hybrid companies. Base: same. Source: McKinsey, 2024
Older data (HubSpot, surveyed August 2023): label it or drop it
- Hybrid teams are 28% more likely to outperform fully in-person or fully remote teams. Base: 1,400+ sales professionals, 7 countries, Aug 2023. Source: HubSpot 2024 Sales Trends Report
- 71% of U.S. sales reps are hybrid, up from 45% in May 2022. Base: same. Source: HubSpot, 2024 report
- 56% of remote or hybrid sales pros say remote selling made it easier to sell. Base: same. Source: HubSpot, 2024 report
- Most effective channels, ranked: in-person meetings, phone calls, email, social media, video calls, live chat. Base: same. Source: HubSpot, 2024 report
CloudTalk Customer Results
CloudTalk's own long-tail campaign returned 17x: 6,531 written-off leads contacted, 997 conversations, and about €12.8K in SQL value on roughly €750 in cost. These are CloudTalk's proof points, labeled as CloudTalk's own, not independent validation.
The long-tail numbers were checked on the customer story page earlier. The other rows were checked against their story pages earlier in this project, so re-confirm them on the live pages at publish.
| Customer | Use | Result | Story |
|---|---|---|---|
| CloudTalk (own sales team) | AI Voice Agent calling leads sales had written off | 6,531 leads contacted, 997 conversations, €12.8K SQL value on about €750 (17x) | Customer story |
| Trevo | AI Voice Agent on outbound campaigns | 20x more customers reached per campaign; call time for returning customers cut from about 3 minutes to under 30 seconds | Customer story |
| Pipedrive | Power Dialer for SDRs | 270+ monthly calls per SDR, 100% of calls logged automatically | Customer story |
| Poliglota | Remote ed-tech sales team | +30% outbound success, +10% agent productivity, 25% fewer lost leads within two months | Customer story |
| Dentakay | Power Dialer for dental tourism sales | 2.5x call volume in eight months, with 90% of agents using the Power Dialer | Customer story |
| Swile | Pre-sales team | +30% pre-sales productivity, +40% call connection rate | Customer story |
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Left Out, and Why
This list records what was reviewed and not carried over.
- Cold calling detail: call length, call attempts, conversion to appointment, best day, challenges, AI use among daily cold callers, scripts: Moved out to avoid cannibalizing CloudTalk's cold calling statistics article. The Cold Calling H3 keeps five headline rows and links there.
- Zendesk's 73 statistics (page): Dated 2026, but the text still says 2022 and the sources run from 2010 to 2021, mostly cited secondhand. Structure adopted, numbers not.
- Zendesk's Gong opener stats: Earlier Gong analyses; Gong's July 2024 analysis of 300M+ calls gives different figures.
- HubSpot listicle email section, #63 and #64, Invesp follow-up stats: Email is off-brand for a calling-led page; #63 and #64 are marketing stats; Invesp stats trace to no named study.
- Vena listicle: compensation and performance management stats: Low relevance, old sources, and several mismatched footnotes.
- MySalesCoach / Aircall coaching study: Aircall is a CloudTalk competitor. Add back if you want it.
- Quota: HubSpot 27%, RepVue / Bridge Group 57% of SDRs, RepVue Cloud Index 43.24% (Q3 2025): 27% sits in a gated report; 57% was not re-verified; RepVue's figure is self-reported by anonymous reps and the page does not define it. The Bridge Group AE figure (48%) is now confirmed on the primary page and moved into the table.
- Gong, "81% of companies missed a forecast" (Jan 2024): Fieldwork was January 2024, but the question covers Q1 2021 to Q3 2023.
- Clari Labs, "$500K deals take only 15 days longer to close" (March 2025): Half of the deal data is from 2023.
- Clari + Salesloft, "87% missed 2025 revenue targets": Applies only to enterprises not using Clari + Salesloft: a vendor-framed stat.
- Gartner, "CSO-led analytics are 2.3x more likely to achieve higher forecast accuracy": Based on a July 2023 survey.
- Ebsta: "sales cycles 9% shorter", decision-maker win-rate lift (55% vs. 50%), win rate by slip length chart: Chart text did not extract cleanly or the report gives two figures. Check the PDF if you want them.
- Optifai lead response benchmark (47 hours average, 939 companies): Thin method description and inconsistent sample labels.
- RevenueHero meeting no-show benchmark (6.5%): One week of meetings from one vendor's customers. No stronger 2024+ show-rate source found.
- Gartner, "57% of CSOs face above-target attrition" and "26 weeks to ramp": On Gartner trend pages with no survey name, sample or date.
- Forrester, "86% of B2B purchases stall" (Dec 2024): Press release gives no sample size.
- Pipeline coverage benchmarks (3x rule): No primary study found.
