diff --git a/commands/ci/ci.go b/commands/ci/ci.go
index af7ef576..7987500d 100644
--- a/commands/ci/ci.go
+++ b/commands/ci/ci.go
@@ -9,6 +9,7 @@ import (
 	pipeRetryCmd "github.com/profclems/glab/commands/ci/retry"
 	pipeRunCmd "github.com/profclems/glab/commands/ci/run"
 	pipeStatusCmd "github.com/profclems/glab/commands/ci/status"
+	"github.com/profclems/glab/commands/ci/tally"
 	ciTraceCmd "github.com/profclems/glab/commands/ci/trace"
 	ciViewCmd "github.com/profclems/glab/commands/ci/view"
 	"github.com/profclems/glab/commands/cmdutils"
@@ -36,5 +37,6 @@ func NewCmdCI(f *cmdutils.Factory) *cobra.Command {
 	ciCmd.AddCommand(pipeRetryCmd.NewCmdRetry(f))
 	ciCmd.AddCommand(pipeRunCmd.NewCmdRun(f))
 	ciCmd.AddCommand(jobArtifactCmd.NewCmdRun(f))
+	ciCmd.AddCommand(tally.NewCmdTally(f))
 	return ciCmd
 }
diff --git a/commands/ci/tally/tally.go b/commands/ci/tally/tally.go
new file mode 100644
index 00000000..c7773ccf
--- /dev/null
+++ b/commands/ci/tally/tally.go
@@ -0,0 +1,321 @@
+package tally
+
+import (
+	"encoding/csv"
+	"fmt"
+	"os"
+	"strconv"
+	"strings"
+	"time"
+
+	"github.com/profclems/glab/api"
+	"github.com/profclems/glab/commands/cmdutils"
+
+	"github.com/MakeNowJust/heredoc"
+	"github.com/spf13/cobra"
+	"github.com/xanzy/go-gitlab"
+)
+
+// tally tracks how many times jobs or pipelines have been run, and other statistics.
+type tally struct {
+	Count int
+
+	// time span included in this tally
+	Earliest time.Time
+	Latest   time.Time
+
+	// duration of jobs/pipelines in this tally
+	Max   time.Duration
+	Min   time.Duration
+	Total time.Duration
+}
+
+var zero time.Time
+
+func (t *tally) Add(start *time.Time, duration time.Duration) {
+	t.Count++
+
+	if start != nil {
+		if t.Earliest.Equal(zero) || t.Earliest.After(*start) {
+			t.Earliest = *start
+		}
+		if start.After(t.Latest) {
+			t.Latest = *start
+		}
+	}
+
+	if duration == 0 {
+		return
+	}
+
+	t.Total += duration
+	if duration > t.Max {
+		t.Max = duration
+	}
+	if t.Min == 0 || duration < t.Min {
+		t.Min = duration
+	}
+}
+
+func formatTime(t time.Time) string {
+	if t.Equal(zero) {
+		return ""
+	}
+	return t.Format(time.Stamp)
+}
+
+// statusTally tracks a tally for each job/pipeline status.
+type statusTally map[string]*tally // key is status, value is tallied statistics
+
+// Count formats the tally count as a string.
+func (st statusTally) Count(status string) string {
+	t := st[status]
+	if t == nil {
+		return "0"
+	}
+	return strconv.Itoa(t.Count)
+}
+
+// Avg calculates an average duration, and formats as a string (number of seconds).
+func (st statusTally) Avg(status string) string {
+	t := st[status]
+	if t == nil {
+		return ""
+	}
+	secs := int(t.Total/time.Second) / t.Count
+	return strconv.Itoa(secs)
+}
+
+// Max formats the longest duration as a string (number of seconds).
+func (st statusTally) Max(status string) string {
+	t := st[status]
+	if t == nil {
+		return ""
+	}
+	secs := int(t.Max / time.Second)
+	return strconv.Itoa(secs)
+}
+
+// Min formats the shortest duration as a string (number of seconds).
+func (st statusTally) Min(status string) string {
+	t := st[status]
+	if t == nil {
+		return ""
+	}
+	secs := int(t.Min / time.Second)
+	return strconv.Itoa(secs)
+}
+
+var (
+	statusList = []string{"success", "failed", "running", "pending", "canceled", "skipped", "created", "manual"}
+)
+
+func NewCmdTally(f *cmdutils.Factory) *cobra.Command {
+	var tallyCmd = &cobra.Command{
+		Use:   "tally [flags]",
+		Short: `Calculate statistics of CI pipelines and jobs`,
+		Example: heredoc.Doc(`
+	$ glab ci tally
+	$ glab ci tally --branch=master
+	`),
+		Long: ``,
+		Args: cobra.ExactArgs(0),
+		RunE: func(cmd *cobra.Command, args []string) error {
+			var err error
+
+			apiClient, err := f.HttpClient()
+			if err != nil {
+				return err
+			}
+
+			repo, err := f.BaseRepo()
+			if err != nil {
+				return err
+			}
+
+			opt := &gitlab.ListProjectPipelinesOptions{}
+
+			if m, _ := cmd.Flags().GetString("status"); m != "" {
+				opt.Status = gitlab.BuildState(gitlab.BuildStateValue(m))
+			}
+			if p, _ := cmd.Flags().GetInt("per-page"); p != 0 {
+				opt.PerPage = p
+			}
+
+			branch, _ := cmd.Flags().GetString("branch")
+			if branch != "" {
+				opt.Ref = &branch
+			}
+
+			doPipelines, err := cmd.Flags().GetBool("pipeline")
+			if err != nil {
+				return err
+			}
+			doJobs, err := cmd.Flags().GetBool("job")
+			if err != nil {
+				return err
+			}
+
+			format := "2006-01-02" // parse time flags with this
+			span := map[string]*time.Time{}
+			for _, flag := range []string{"since", "until"} {
+				val, err := cmd.Flags().GetString(flag)
+				if err != nil {
+					return err
+				}
+				if val == "" {
+					continue
+				}
+				when, err := time.Parse(format, val)
+				if err != nil {
+					return fmt.Errorf("failed to parse flag (%s) value (%q)", flag, val)
+				}
+				span[flag] = &when
+			}
+			if len(span) > 0 {
+				ascending := "asc"
+				opt.Sort = &ascending
+
+				if span["since"] != nil {
+					// we can ignore pipelines last updated before the span we're interested in
+					opt.UpdatedAfter = span["since"]
+				}
+			}
+
+			type tallyKey struct {
+				Ref string // branch
+				Job string // if "", tally is for a pipeline
+			}
+
+			// track all statuses
+			stats := map[tallyKey]*tally{}
+			// break down by status
+			statusStats := map[tallyKey]statusTally{}
+
+			addStats := func(key tallyKey, status string, start, end *time.Time) {
+				// initialize tally
+				if stats[key] == nil {
+					stats[key] = &tally{}
+					statusStats[key] = statusTally{}
+				}
+				if statusStats[key][status] == nil {
+					statusStats[key][status] = &tally{}
+				}
+
+				if end != nil && start != nil {
+					stats[key].Add(start, end.Sub(*start))
+					statusStats[key][status].Add(start, end.Sub(*start))
+				} else {
+					stats[key].Add(start, 0)
+					statusStats[key][status].Add(start, 0) // increase count but not duration
+				}
+			}
+
+			// fetch multiple pages, if necessary
+			keepGoing := len(span) > 0
+			for keepGoing {
+				pipes, err := api.ListProjectPipelines(apiClient, repo.FullName(), opt)
+				if err != nil {
+					return err
+				}
+				if len(pipes) == 0 {
+					keepGoing = false
+				}
+
+				for i := range pipes {
+					if span["until"] != nil && !pipes[i].CreatedAt.Before(*span["until"]) {
+						keepGoing = false
+						break
+					}
+
+					if span["since"] != nil && span["since"].After(*pipes[i].CreatedAt) {
+						// pipeline precedes span
+						continue
+					}
+
+					if doPipelines {
+						key := tallyKey{Ref: pipes[i].Ref}
+						status := pipes[i].Status
+						addStats(key, status, pipes[i].CreatedAt, pipes[i].UpdatedAt)
+					}
+
+					if doJobs {
+						job, err := api.GetPipelineJobs(apiClient, pipes[i].ID, repo.FullName())
+						if err != nil {
+							return err
+						}
+
+						for j := range job {
+							key := tallyKey{
+								Ref: pipes[i].Ref,
+								Job: job[j].Name,
+							}
+							status := job[j].Status
+							if job[j].FinishedAt != nil {
+								addStats(key, status, job[j].StartedAt, job[j].FinishedAt)
+							}
+						} // end each job in pipeline
+					} // end tally job
+				} // end loop each pipeline
+
+				// advance page
+				opt.Page++
+			} // end page loop
+
+			// prepare to write comma-separated values
+			w := csv.NewWriter(os.Stdout)
+			head := []string{
+				"branch",
+				"job",
+				"count",
+				"earliest",
+				"latest",
+			}
+			for _, status := range statusList {
+				head = append(head,
+					status, // how many with this status
+					fmt.Sprintf("%s avg (sec)", status),
+					fmt.Sprintf("%s min (sec)", status),
+					fmt.Sprintf("%s max (sec)", status),
+				)
+			}
+			w.Write(head)
+			for key, stat := range statusStats {
+				col := []string{
+					key.Ref,
+					key.Job,
+					strconv.Itoa(stats[key].Count),
+					formatTime(stats[key].Earliest),
+					formatTime(stats[key].Latest),
+				}
+				for _, status := range statusList {
+					col = append(col,
+						stat.Count(status),
+						stat.Avg(status),
+						stat.Min(status),
+						stat.Max(status),
+					)
+				}
+				w.Write(col)
+			}
+
+			w.Flush()
+
+			if w.Error() != nil {
+				return w.Error()
+			}
+
+			return nil
+		},
+	}
+
+	tallyCmd.Flags().StringP("branch", "b", "", "Limit tally to pipelines on a particular branch.")
+	tallyCmd.Flags().BoolP("job", "j", true, "Tally statistics for jobs.")
+	tallyCmd.Flags().IntP("per-page", "P", 30, "Number of recent pipelines to tally.")
+	tallyCmd.Flags().Bool("pipeline", true, "Tally statistics for pipelines.")
+	tallyCmd.Flags().String("since", "", "Tally pipelines starting at or after this date.")
+	tallyCmd.Flags().StringP("status", "s", "", fmt.Sprintf("Tally pipelines with status: {%s}", strings.Join(statusList, "|")))
+	tallyCmd.Flags().String("until", "", "Tally pipelines starting strictly before this date.")
+
+	return tallyCmd
+}