diff --git a/renderer/src/gpu/perf.rs b/renderer/src/gpu/perf.rs
new file mode 100644
index 00000000..d3ab4254
--- /dev/null
+++ b/renderer/src/gpu/perf.rs
@@ -0,0 +1,227 @@
+// pathfinder/renderer/src/gpu/perf.rs
+//
+// Copyright © 2020 The Pathfinder Project Developers.
+//
+// Licensed under the Apache License, Version 2.0 <LICENSE-APACHE or
+// http://www.apache.org/licenses/LICENSE-2.0> or the MIT license
+// <LICENSE-MIT or http://opensource.org/licenses/MIT>, at your
+// option. This file may not be copied, modified, or distributed
+// except according to those terms.
+
+//! Performance monitoring infrastructure.
+
+use pathfinder_gpu::Device;
+use std::mem;
+use std::ops::{Add, Div};
+use std::time::Duration;
+
+#[derive(Clone, Copy, Debug, Default)]
+pub struct RenderStats {
+    pub path_count: usize,
+    pub fill_count: usize,
+    pub alpha_tile_count: usize,
+    pub total_tile_count: usize,
+    pub cpu_build_time: Duration,
+    pub drawcall_count: u32,
+    pub gpu_bytes_allocated: u64,
+    pub gpu_bytes_committed: u64,
+}
+
+impl Add<RenderStats> for RenderStats {
+    type Output = RenderStats;
+    fn add(self, other: RenderStats) -> RenderStats {
+        RenderStats {
+            path_count: self.path_count + other.path_count,
+            alpha_tile_count: self.alpha_tile_count + other.alpha_tile_count,
+            total_tile_count: self.total_tile_count + other.total_tile_count,
+            fill_count: self.fill_count + other.fill_count,
+            cpu_build_time: self.cpu_build_time + other.cpu_build_time,
+            drawcall_count: self.drawcall_count + other.drawcall_count,
+            gpu_bytes_allocated: self.gpu_bytes_allocated + other.gpu_bytes_allocated,
+            gpu_bytes_committed: self.gpu_bytes_committed + other.gpu_bytes_committed,
+        }
+    }
+}
+
+impl Div<usize> for RenderStats {
+    type Output = RenderStats;
+    fn div(self, divisor: usize) -> RenderStats {
+        RenderStats {
+            path_count: self.path_count / divisor,
+            alpha_tile_count: self.alpha_tile_count / divisor,
+            total_tile_count: self.total_tile_count / divisor,
+            fill_count: self.fill_count / divisor,
+            cpu_build_time: self.cpu_build_time / divisor as u32,
+            drawcall_count: self.drawcall_count / divisor as u32,
+            gpu_bytes_allocated: self.gpu_bytes_allocated / divisor as u64,
+            gpu_bytes_committed: self.gpu_bytes_committed / divisor as u64,
+        }
+    }
+}
+
+pub(crate) struct TimerQueryCache<D> where D: Device {
+    free_queries: Vec<D::TimerQuery>,
+}
+
+pub(crate) struct PendingTimer<D> where D: Device {
+    pub(crate) dice_times: Vec<TimerFuture<D>>,
+    pub(crate) bin_times: Vec<TimerFuture<D>>,
+    pub(crate) fill_times: Vec<TimerFuture<D>>,
+    pub(crate) composite_times: Vec<TimerFuture<D>>,
+    pub(crate) other_times: Vec<TimerFuture<D>>,
+}
+
+pub(crate) enum TimerFuture<D> where D: Device {
+    Pending(D::TimerQuery),
+    Resolved(Duration),
+}
+
+impl<D> TimerQueryCache<D> where D: Device {
+    pub(crate) fn new() -> TimerQueryCache<D> {
+        TimerQueryCache { free_queries: vec![] }
+    }
+
+    pub(crate) fn alloc(&mut self, device: &D) -> D::TimerQuery {
+        self.free_queries.pop().unwrap_or_else(|| device.create_timer_query())
+    }
+
+    pub(crate) fn free(&mut self, old_query: D::TimerQuery) {
+        self.free_queries.push(old_query);
+    }
+}
+
+impl<D> PendingTimer<D> where D: Device {
+    pub(crate) fn new() -> PendingTimer<D> {
+        PendingTimer {
+            dice_times: vec![],
+            bin_times: vec![],
+            fill_times: vec![],
+            composite_times: vec![],
+            other_times: vec![],
+        }
+    }
+
+    pub(crate) fn poll(&mut self, device: &D) -> Vec<D::TimerQuery> {
+        let mut old_queries = vec![];
+        for future in self.dice_times.iter_mut().chain(self.bin_times.iter_mut())
+                                                .chain(self.fill_times.iter_mut())
+                                                .chain(self.composite_times.iter_mut())
+                                                .chain(self.other_times.iter_mut()) {
+            if let Some(old_query) = future.poll(device) {
+                old_queries.push(old_query)
+            }
+        }
+        old_queries
+    }
+
+    pub(crate) fn total_time(&self) -> Option<RenderTime> {
+        let dice_time = total_time_of_timer_futures(&self.dice_times);
+        let bin_time = total_time_of_timer_futures(&self.bin_times);
+        let fill_time = total_time_of_timer_futures(&self.fill_times);
+        let composite_time = total_time_of_timer_futures(&self.composite_times);
+        let other_time = total_time_of_timer_futures(&self.other_times);
+        match (dice_time, bin_time, fill_time, composite_time, other_time) {
+            (Some(dice_time),
+             Some(bin_time),
+             Some(fill_time),
+             Some(composite_time),
+             Some(other_time)) => {
+                Some(RenderTime { dice_time, bin_time, fill_time, composite_time, other_time })
+            }
+            _ => None,
+        }
+    }
+}
+
+impl<D> TimerFuture<D> where D: Device {
+    pub(crate) fn new(query: D::TimerQuery) -> TimerFuture<D> {
+        TimerFuture::Pending(query)
+    }
+
+    fn poll(&mut self, device: &D) -> Option<D::TimerQuery> {
+        let duration = match *self {
+            TimerFuture::Pending(ref query) => device.try_recv_timer_query(query),
+            TimerFuture::Resolved(_) => None,
+        };
+        match duration {
+            None => None,
+            Some(duration) => {
+                match mem::replace(self, TimerFuture::Resolved(duration)) {
+                    TimerFuture::Resolved(_) => unreachable!(),
+                    TimerFuture::Pending(old_query) => Some(old_query),
+                }
+            }
+        }
+    }
+}
+
+fn total_time_of_timer_futures<D>(futures: &[TimerFuture<D>]) -> Option<Duration> where D: Device {
+    let mut total = Duration::default();
+    for future in futures {
+        match *future {
+            TimerFuture::Pending(_) => return None,
+            TimerFuture::Resolved(time) => total += time,
+        }
+    }
+    Some(total)
+}
+
+#[derive(Clone, Copy, Debug)]
+pub struct RenderTime {
+    pub dice_time: Duration,
+    pub bin_time: Duration,
+    pub fill_time: Duration,
+    pub composite_time: Duration,
+    pub other_time: Duration,
+}
+
+impl RenderTime {
+    #[inline]
+    pub fn total_time(&self) -> Duration {
+        self.dice_time + self.bin_time + self.fill_time + self.composite_time + self.other_time
+    }
+}
+
+impl Default for RenderTime {
+    #[inline]
+    fn default() -> RenderTime {
+        RenderTime {
+            dice_time: Duration::new(0, 0),
+            bin_time: Duration::new(0, 0),
+            fill_time: Duration::new(0, 0),
+            composite_time: Duration::new(0, 0),
+            other_time: Duration::new(0, 0),
+        }
+    }
+}
+
+impl Add<RenderTime> for RenderTime {
+    type Output = RenderTime;
+
+    #[inline]
+    fn add(self, other: RenderTime) -> RenderTime {
+        RenderTime {
+            dice_time: self.dice_time + other.dice_time,
+            bin_time: self.bin_time + other.bin_time,
+            fill_time: self.fill_time + other.fill_time,
+            composite_time: self.composite_time + other.composite_time,
+            other_time: self.other_time + other.other_time,
+        }
+    }
+}
+
+impl Div<usize> for RenderTime {
+    type Output = RenderTime;
+
+    #[inline]
+    fn div(self, divisor: usize) -> RenderTime {
+        let divisor = divisor as u32;
+        RenderTime {
+            dice_time: self.dice_time / divisor,
+            bin_time: self.bin_time / divisor,
+            fill_time: self.fill_time / divisor,
+            composite_time: self.composite_time / divisor,
+            other_time: self.other_time / divisor,
+        }
+    }
+}