Cold calling data

    Cold calling benchmarks for B2B SaaS: what our dials actually show

    By Roy Itzhaki · · 7 min read

    We pulled six weeks of outbound dials from our own dialer, across our client programs, and measured what actually happened. The short version: it takes about 22 dials to reach a prospect, and when you call matters more than most teams think.

    Three findings surprised us. Prospects picked up most at 8 AM, our lightest morning hour for dialing. Mondays booked more than twice as many meetings per dial as Fridays. And 44% of conversations, plus two in three meetings, came on the second dial or later.

    Below is the full breakdown, how it compares with published benchmarks, and how to use it to set targets for your own program.

    The data

    The dataset is every outbound dial logged in our dialer over six working weeks, from September 7 to October 16, 2026, across B2B programs for our clients. Most are SaaS and technology companies selling into North America.

    • Conversation: the call reached the prospect, whatever the outcome. Gatekeepers and wrong numbers don't count.
    • Meeting: a meeting booked on the call itself. Meetings booked later through email or LinkedIn follow-up aren't counted.
    • Local time: each call is placed in the prospect's time zone using the phone number's area code, which worked for 98.6% of dials. Mobile numbers can carry an area code from somewhere else, so read the hour-by-hour view as close, not exact.

    Connect rate: 1 in 22 dials reaches the prospect

    4.9% of dials were answered by a live person, gatekeepers included, and 4.5% reached the actual prospect. Another 2% hit wrong or dead numbers. The other 93% went to voicemail or rang out, which is why the next three sections are about when and how often to call, not just how many dials to make.

    Best time to call: early, and around lunch

    Prospects answered most at 8 AM, our lightest morning hour

    Share of dials that reached the prospect, by hour in the prospect's time zone, weekdays only

    All hours 4.5%

    BizDev Labs dialer data · weekday dials, 8 AM to 5 PM in the prospect's time zone, Sep 7 to Oct 16, 2026

    Between 9 AM and 4 PM, the reach rate barely moved, staying between 4.1% and 4.9%. The 8 AM hour stood out, yet it got the fewest dials of any morning hour. For meetings, 10 AM and noon were strongest.

    Best day to call: early in the week

    Mondays booked twice as many meetings per dial as Fridays

    Meetings booked on the call per dial, against the weekly average (1.0), by the prospect's weekday. Small counts, so read as directional.

    Weekly average

    BizDev Labs dialer data · meetings booked on the call per dial, indexed to the weekly average, Sep 7 to Oct 16, 2026

    Reach rates were flat all week, between 4.3% and 4.6% every day. The difference showed up after the pickup: Monday and Tuesday conversations turned into meetings far more often. Friday got the most dials of any day and booked the fewest meetings.

    Persistence: almost half of conversations take more than one dial

    44% of first conversations came on the second dial or later

    Which dial produced each prospect's first conversation, with the running total under each dial

    BizDev Labs dialer data · prospects first dialed Sep 14 to Oct 4, 2026, followed through Oct 16

    We followed every prospect first dialed between September 14 and October 4, so each had at least 12 days of follow-up in the data. Each extra dial was worth less than the one before: the first reached 6.1% of prospects, and the fifth reached 1.9% of those still unreached.

    Meetings leaned even later. About two in three meetings in this group came on the second dial or later.

    Call length: meetings take about four minutes

    Calls that book a meeting run five times longer than the typical conversation. Most conversations end inside a minute. The ones that become meetings run close to four.

    OutcomeMedian length3 in 4 calls end by
    No answer or voicemail11 s16 s
    Wrong or dead number16 s31 s
    Gatekeeper56 s1 min 36 s
    Conversation, no meeting45 s1 min 21 s
    Meeting booked3 min 54 s5 min 3 s

    A third of conversations (34%) ended in under 30 seconds, and only 14% passed two minutes. Meeting calls were the opposite: 82% ran past two minutes, and a quarter went past five. Getting a prospect to the two-minute mark is most of the job.

    How we compare with published benchmarks

    Our connect rate sits close to the largest public datasets. Timing is where the studies disagree, partly because each one measures it differently (connects, demos or positive outcomes).

    MetricOur dataPublished benchmarks
    Dials that reach the prospect4.5% (1 in 22)About 5.7%: a 9.9% connect rate, with 58% of connects becoming conversations (Belkins). 6% in the US (Cognism)
    Conversations reached by the third dial89%93% (Cognism)
    Best dayMonday, then Tuesday (meetings per dial)Tuesday (Cognism); Tuesday and Wednesday (ZoomInfo, 1.4M+ calls); Wednesday (Belkins)
    Best hour8 AM to reach people; 10 AM and noon for meetings10 to 11 AM, then 2 to 3 PM (Cognism); 3 to 4 PM local (Belkins)
    Length of a call that books a meeting3 min 54 s (median)3.7 minutes (average, Belkins); successful calls nearly twice as long as unsuccessful ones (Gong)

    For meetings, published figures run from 4.6% of conversations booking one (Belkins) to 1.48% of connected cold calls leading to a held meeting (Gong, 90,380 calls).

    One point every dataset agrees on, ours included: Friday is the weakest day for booking meetings.

    How to set targets for your own program

    Start from the math, then work on the inputs that move it.

    Use the planning math. Per 1,000 dials, expect around 45 conversations. Published benchmarks put meetings booked on the call at roughly two to three per 1,000 dials, before email and LinkedIn follow-up add more. If you're well below that after the first few weeks, look at the list and the message before asking for more dials.

    Clean the list before you dial it. Every wrong number, and every conversation with someone who turns out not to be a fit, is a dial that could never book a meeting. Better data is the cheapest lift in the whole funnel.

    Plan for four to six dials per prospect. By the fourth dial, 94% of all conversations had already happened, and by the sixth, 98%. Past that point, a new prospect is a better use of the next dial.

    Move dials to the hours that answer. Only 2% of our dials went out at 8 AM, against 19% at 11 AM. Yet the 8 AM calls reached prospects 6.7% of the time, against 4.2% at 11. Moving even part of a late-morning block earlier is a free lift.

    Put your best lists on Monday and Tuesday. Those days booked 1.4 and 1.3 times the weekly average of meetings per dial. Friday booked about two-thirds of the average, even though it got the most dials.

    Don't rush the good calls. Meeting calls ran a median of almost four minutes. A script built to get off the phone in 30 seconds leaves meetings on the table.

    Benchmarks are a starting line

    These numbers come from one agency's dialer over six weeks. Your market, list and offer will move them. What they give you is a baseline for the first month, so you can tell early whether a program is on track or needs a different list, message or calling window.

    If you want to see how your outbound stacks up, book a call. We'll walk through what these numbers would look like in your market, and tell you straight if we're not the right fit.

    Sources