diff --git a/benches/benchmarks.rs b/benches/benchmarks.rs
deleted file mode 100644
index 59ab4bc..0000000
--- a/benches/benchmarks.rs
+++ /dev/null
@@ -1,121 +0,0 @@
-use breakwater::{
-    framebuffer::FrameBuffer,
-    parser::{parse_pixelflut_commands, ParserState},
-    test::helpers::DevNullTcpStream,
-};
-use criterion::{
-    BenchmarkId, Criterion, {criterion_group, criterion_main},
-};
-use pixelbomber::image_handler;
-use pixelbomber::image_handler::ImageConfig;
-use std::{sync::Arc, time::Duration};
-
-const FRAMEBUFFER_WIDTH: usize = 1920;
-const FRAMEBUFFER_HEIGHT: usize = 1080;
-
-async fn invoke_parse_pixelflut_commands(
-    input: &[u8],
-    fb: &Arc<FrameBuffer>,
-    parser_state: ParserState,
-) {
-    let mut stream = DevNullTcpStream::default();
-    parse_pixelflut_commands(input, fb, &mut stream, parser_state).await;
-}
-
-fn benchmark_settings(c: &mut Criterion, name: &str, file: &str, config: ImageConfig) {
-    let mut commands = image_handler::load(vec![file], config);
-    let command = commands.pop().unwrap();
-    c.bench_with_input(
-        BenchmarkId::new(name, format!("{FRAMEBUFFER_WIDTH} x {FRAMEBUFFER_HEIGHT}")),
-        &command,
-        |b, input| {
-            let fb = Arc::new(FrameBuffer::new(FRAMEBUFFER_WIDTH, FRAMEBUFFER_HEIGHT));
-            let parser_state = ParserState::default();
-            b.to_async(tokio::runtime::Runtime::new().unwrap())
-                .iter(|| invoke_parse_pixelflut_commands(input, &fb, parser_state.clone()));
-        },
-    );
-}
-
-fn from_elem(c: &mut Criterion) {
-    benchmark_settings(
-        c,
-        "parse_draw_commands_ordered",
-        "benches/non-transparent.png",
-        image_handler::ImageConfigBuilder::new()
-            .width(FRAMEBUFFER_WIDTH as u32)
-            .height(FRAMEBUFFER_HEIGHT as u32)
-            .shuffle(false)
-            .build(),
-    );
-
-    benchmark_settings(
-        c,
-        "parse_draw_commands_shuffled",
-        "benches/non-transparent.png",
-        image_handler::ImageConfigBuilder::new()
-            .width(FRAMEBUFFER_WIDTH as u32)
-            .height(FRAMEBUFFER_HEIGHT as u32)
-            .shuffle(true)
-            .build(),
-    );
-
-    benchmark_settings(
-        c,
-        "parse_mixed_draw_commands",
-        "benches/mixed.png",
-        image_handler::ImageConfigBuilder::new()
-            .width(FRAMEBUFFER_WIDTH as u32)
-            .height(FRAMEBUFFER_HEIGHT as u32)
-            .shuffle(false)
-            .gray_usage(true)
-            .build(),
-    );
-
-    benchmark_settings(
-        c,
-        "parse_draw_commands_with_offset",
-        "benches/non-transparent.png",
-        image_handler::ImageConfigBuilder::new()
-            .width(FRAMEBUFFER_WIDTH as u32)
-            .height(FRAMEBUFFER_HEIGHT as u32)
-            .shuffle(false)
-            .offset_usage(true)
-            .build(),
-    );
-
-    // let read_commands = get_commands_to_read_rect(FRAMEBUFFER_WIDTH, FRAMEBUFFER_HEIGHT);
-    // let read_commands = read_commands.as_bytes();
-
-    // c.bench_with_input(
-    //     BenchmarkId::new(
-    //         "parse_read_commands",
-    //         format!("{FRAMEBUFFER_WIDTH} x {FRAMEBUFFER_HEIGHT}"),
-    //     ),
-    //     &read_commands,
-    //     |b, input| {
-    //         let fb = Arc::new(FrameBuffer::new(FRAMEBUFFER_WIDTH, FRAMEBUFFER_HEIGHT));
-    //         let parser_state = ParserState::default();
-    //         b.to_async(tokio::runtime::Runtime::new().unwrap())
-    //             .iter(|| invoke_parse_pixelflut_commands(input, &fb, parser_state.clone()));
-    //     },
-    // );
-}
-
-criterion_group!(
-    name = benches;
-    config = Criterion::default().warm_up_time(Duration::from_secs(10)).measurement_time(Duration::from_secs(30));
-    targets = from_elem
-);
-criterion_main!(benches);
-
-// Performance numbers
-
-// Starting point (while loop)                                      17.967 ms (does not count)   26.289 ms   26.725 ms
-// Loop {} instead of while                                         19.118 ms (does not count)   26.563 ms   28.125 ms
-// => Change not worth it. Use while loop for better readability
-
-// Starting point (checking for command by indexing [u8] buffer)    27.332 ms   27.175 ms   27.848 ms
-// Check for command by reading u32                                 25.590 ms   25.327 ms   23.174 ms
-// => Accepted the change :) So far we have only read changed the parsing for "PX " logic, lets also change the other parsing logics
-// Check for command by reading u32 everywhere                      24.465 ms   23.435 ms   22.087 ms
diff --git a/benches/mixed.png b/benches/mixed.png
deleted file mode 100644
index 0cdb00f..0000000
Binary files a/benches/mixed.png and /dev/null differ
diff --git a/benches/non-transparent.png b/benches/non-transparent.png
deleted file mode 100644
index 5061f33..0000000
Binary files a/benches/non-transparent.png and /dev/null differ