diff --git a/Cargo.lock b/Cargo.lock
index ee35dcc41b841..f110fec5c16c4 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -4582,28 +4582,6 @@ dependencies = [
  "rand",
 ]
 
-[[package]]
-name = "failure"
-version = "0.1.8"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d32e9bd16cc02eae7db7ef620b392808b89f6a5e16bb3497d159c6b92a0f4f86"
-dependencies = [
- "backtrace",
- "failure_derive",
-]
-
-[[package]]
-name = "failure_derive"
-version = "0.1.8"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "aa4da3c766cd7a0db8242e326e9e4e081edd567072893ed320008189715366a4"
-dependencies = [
- "proc-macro2",
- "quote",
- "syn 1.0.109",
- "synstructure",
-]
-
 [[package]]
 name = "fallible-iterator"
 version = "0.2.0"
@@ -8603,16 +8581,6 @@ version = "0.3.27"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "26072860ba924cbfa98ea39c8c19b4dd6a4a25423dbdf219c1eca91aa0cf6964"
 
-[[package]]
-name = "plotlib"
-version = "0.5.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9462104f987d8d0f6625f0c7764f1c8b890bd1dc8584d8293e031f25c5a0d242"
-dependencies = [
- "failure",
- "svg",
-]
-
 [[package]]
 name = "plotters"
 version = "0.3.5"
@@ -9996,7 +9964,7 @@ dependencies = [
  "nix 0.29.0",
  "opentelemetry",
  "parking_lot 0.12.1",
- "plotlib",
+ "plotters",
  "prometheus",
  "rand",
  "risingwave_common",
@@ -13529,12 +13497,6 @@ version = "2.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "81cdd64d312baedb58e21336b31bc043b77e01cc99033ce76ef539f78e965ebc"
 
-[[package]]
-name = "svg"
-version = "0.7.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3685c82a045a6af0c488f0550b0f52b4c77d2a52b0ca8aba719f9d268fa96965"
-
 [[package]]
 name = "symbolic-common"
 version = "12.4.0"
@@ -13619,18 +13581,6 @@ version = "0.1.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "2047c6ded9c721764247e62cd3b03c09ffc529b2ba5b10ec482ae507a4a70160"
 
-[[package]]
-name = "synstructure"
-version = "0.12.6"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f36bdaa60a83aca3921b5259d5400cbf5e90fc51931376a9bd4a0eb79aa7210f"
-dependencies = [
- "proc-macro2",
- "quote",
- "syn 1.0.109",
- "unicode-xid",
-]
-
 [[package]]
 name = "sysinfo"
 version = "0.30.0"
diff --git a/src/bench/Cargo.toml b/src/bench/Cargo.toml
index 32dcdaa2a5df6..d451ef46ef838 100644
--- a/src/bench/Cargo.toml
+++ b/src/bench/Cargo.toml
@@ -25,7 +25,11 @@ itertools = { workspace = true }
 libc = "0.2"
 opentelemetry = { workspace = true, optional = true }
 parking_lot = { workspace = true }
-plotlib = "0.5.1"
+plotters = { version = "0.3.5", default-features = false, features = [
+    "svg_backend",
+    "line_series",
+    "point_series"
+] }
 prometheus = { version = "0.13", features = ["process"] }
 rand = { workspace = true }
 risingwave_common = { workspace = true }
diff --git a/src/bench/sink_bench/main.rs b/src/bench/sink_bench/main.rs
index 94c0427e51351..0aa70ad00c364 100644
--- a/src/bench/sink_bench/main.rs
+++ b/src/bench/sink_bench/main.rs
@@ -31,10 +31,12 @@ use futures::stream::select_with_strategy;
 use futures::{FutureExt, StreamExt, TryStreamExt};
 use futures_async_stream::try_stream;
 use itertools::Itertools;
-use plotlib::page::Page;
-use plotlib::repr::Plot;
-use plotlib::style::{LineJoin, LineStyle};
-use plotlib::view::ContinuousView;
+use plotters::backend::SVGBackend;
+use plotters::chart::ChartBuilder;
+use plotters::drawing::IntoDrawingArea;
+use plotters::element::{Circle, EmptyElement};
+use plotters::series::{LineSeries, PointSeries};
+use plotters::style::{IntoFont, RED, WHITE};
 use risingwave_common::bitmap::Bitmap;
 use risingwave_common::catalog::ColumnId;
 use risingwave_connector::dispatch_sink;
@@ -215,34 +217,48 @@ impl ThroughputMetric {
         println!("p90: {:?} rows/s ", p90);
         println!("p95: {:?} rows/s ", p95);
         println!("p99: {:?} rows/s ", p99);
-        let draw_vec: Vec<(f64, f64)> = throughput_vec
+        let draw_vec: Vec<(f32, f32)> = throughput_vec
             .iter()
             .enumerate()
             .map(|(index, &value)| {
                 (
-                    (index as f64) * (THROUGHPUT_METRIC_RECORD_INTERVAL as f64 / 1000_f64),
-                    value as f64,
+                    (index as f32) * (THROUGHPUT_METRIC_RECORD_INTERVAL as f32 / 1000_f32),
+                    value as f32,
                 )
             })
             .collect();
 
-        let s1: Plot = Plot::new(draw_vec).line_style(
-            LineStyle::new()
-                .colour("burlywood")
-                .linejoin(LineJoin::Round),
-        );
-
-        let v = ContinuousView::new()
-            .add(s1)
-            .x_range(0.0, BENCH_TIME as f64)
-            .y_range(
-                **throughput_vec_sorted.first().unwrap() as f64,
-                **throughput_vec_sorted.last().unwrap() as f64,
+        let root = SVGBackend::new("throughput.svg", (640, 480)).into_drawing_area();
+        root.fill(&WHITE).unwrap();
+        let root = root.margin(10, 10, 10, 10);
+        let mut chart = ChartBuilder::on(&root)
+            .caption("Throughput Sink", ("sans-serif", 40).into_font())
+            .x_label_area_size(20)
+            .y_label_area_size(40)
+            .build_cartesian_2d(
+                0.0..BENCH_TIME as f32,
+                **throughput_vec_sorted.first().unwrap() as f32
+                    ..**throughput_vec_sorted.last().unwrap() as f32,
             )
-            .x_label("Time (s)")
-            .y_label("Throughput (rows/s)");
+            .unwrap();
 
-        Page::single(&v).save("throughput.svg").unwrap();
+        chart
+            .configure_mesh()
+            .x_labels(5)
+            .y_labels(5)
+            .y_label_formatter(&|x| format!("{:.0}", x))
+            .draw()
+            .unwrap();
+
+        chart
+            .draw_series(LineSeries::new(draw_vec.clone(), &RED))
+            .unwrap();
+        chart
+            .draw_series(PointSeries::of_element(draw_vec, 5, &RED, &|c, s, st| {
+                EmptyElement::at(c) + Circle::new((0, 0), s, st.filled())
+            }))
+            .unwrap();
+        root.present().unwrap();
 
         println!(
             "Throughput Sink: {:?}",