diff --git a/lib/bencher_plot/src/line.rs b/lib/bencher_plot/src/line.rs
index 2d1042492..0bcb4a6b6 100644
--- a/lib/bencher_plot/src/line.rs
+++ b/lib/bencher_plot/src/line.rs
@@ -117,7 +117,7 @@ impl LinePlot {
             .y_desc(&perf_data.y_desc)
             .y_labels(Y_LABELS)
             .y_label_style((FontFamily::Monospace, 12))
-            .y_label_formatter(&|&y| PerfData::y_label_fmt(y))
+            .y_label_formatter(&|&y| Units::trim_number(y))
             .max_light_lines(4)
             .draw()?;
 
@@ -345,59 +345,8 @@ impl PerfData {
         u32::try_from(y_len).map_err(Into::into)
     }
 
-    #[allow(clippy::cast_possible_truncation, clippy::cast_sign_loss)]
-    fn y_label_fmt(y: f64) -> String {
-        if y < 1.0 {
-            Self::decimal_format(y)
-        } else {
-            Self::comma_format(y as u64)
-        }
-    }
-
-    #[allow(clippy::cast_possible_truncation, clippy::cast_sign_loss)]
     fn float_len(y: f64) -> usize {
-        if y < 1.0 {
-            Self::decimal_format(y).len()
-        } else {
-            Self::comma_format(y as u64).len()
-        }
-    }
-
-    fn decimal_format(y: f64) -> String {
-        const ZERO: char = '0';
-
-        let y_str = y.to_string();
-        let mut y_chars = String::with_capacity(y_str.len());
-        let mut zero_count = 0;
-        for (index, c) in y_str.chars().enumerate() {
-            if index < 2 {
-                y_chars.push(c);
-            } else if zero_count == 4 {
-                if index == 6 {
-                    y_chars.push(ZERO);
-                }
-                break;
-            } else if c == ZERO {
-                zero_count += 1;
-            } else {
-                for _ in 0..zero_count {
-                    y_chars.push(ZERO);
-                }
-                zero_count = 0;
-                y_chars.push(c);
-            }
-        }
-        y_chars
-    }
-
-    fn comma_format(y: u64) -> String {
-        y.to_string()
-            .as_bytes()
-            .rchunks(3)
-            .rev()
-            .filter_map(|thousand| std::str::from_utf8(thousand).ok())
-            .collect::<Vec<_>>()
-            .join(",")
+        Units::trim_number(y).len()
     }
 
     fn plot_box(&self) -> Result<PlotBox, PlotError> {
diff --git a/lib/bencher_valid/src/units.rs b/lib/bencher_valid/src/units.rs
index 016c65133..720b6f4e6 100644
--- a/lib/bencher_valid/src/units.rs
+++ b/lib/bencher_valid/src/units.rs
@@ -30,7 +30,11 @@ impl Units {
     }
 
     pub fn format_number(number: f64) -> String {
-        format_number(number)
+        format_number(number, false)
+    }
+
+    pub fn trim_number(number: f64) -> String {
+        format_number(number, true)
     }
 }
 
@@ -236,7 +240,7 @@ enum Position {
     Decimal,
 }
 
-fn format_number(number: f64) -> String {
+fn format_number(number: f64, trim_decimal: bool) -> String {
     let mut number_str = String::new();
     let mut position = Position::Decimal;
     for c in format!("{:.2}", number.abs()).chars().rev() {
@@ -261,5 +265,15 @@ fn format_number(number: f64) -> String {
     if number < 0.0 {
         number_str.push('-');
     }
-    number_str.chars().rev().collect()
+    if trim_decimal && number_str.starts_with("00.") {
+        number_str
+            .chars()
+            .collect::<Vec<_>>()
+            .into_iter()
+            .skip(3)
+            .rev()
+            .collect()
+    } else {
+        number_str.chars().rev().collect()
+    }
 }
diff --git a/services/console/src/chunks/docs-reference/changelog/en/changelog.mdx b/services/console/src/chunks/docs-reference/changelog/en/changelog.mdx
index 96b9e7a7b..04280ffd2 100644
--- a/services/console/src/chunks/docs-reference/changelog/en/changelog.mdx
+++ b/services/console/src/chunks/docs-reference/changelog/en/changelog.mdx
@@ -1,3 +1,6 @@
+## Pending `v0.4.33`
+- Fix plot image y-axis labels
+
 ## `v0.4.32`
 - Fix benchmark result units in PR comments (Thank you [@dklassic](https://github.com/dklassic))