diff --git a/benchmarks/decoders/benchmark_decoders_library.py b/benchmarks/decoders/benchmark_decoders_library.py
index 0991c146d..4646d80ad 100644
--- a/benchmarks/decoders/benchmark_decoders_library.py
+++ b/benchmarks/decoders/benchmark_decoders_library.py
@@ -444,11 +444,11 @@ def retrieve_videos(urls_and_dest_paths):
         urllib.request.urlretrieve(url, path)
 
 
-def plot_data(df_data, plot_path):
+def plot_data(json_data, plot_path):
     plt.rcParams["font.size"] = 18
 
     # Creating the DataFrame
-    df = pd.DataFrame(df_data)
+    df = pd.DataFrame(json_data["experiments"])
 
     # Sorting by video, type, and frame_count
     df_sorted = df.sort_values(by=["video", "type", "frame_count"])
@@ -518,6 +518,14 @@ def plot_data(df_data, plot_path):
         for col in range(video_type_combinations[unique_videos[row]], max_combinations):
             fig.delaxes(axes[row, col])
 
+    plt.gcf().text(
+        0.005,
+        0.87,
+        "\n".join([f"{k}: {v}" for k, v in json_data["system_metadata"].items()]),
+        fontsize=11,
+        bbox=dict(facecolor="white"),
+    )
+
     # Adjust layout to avoid overlap
     plt.tight_layout()
 
diff --git a/benchmarks/decoders/benchmark_readme_chart.png b/benchmarks/decoders/benchmark_readme_chart.png
index 6e67180c1..2ead24b5e 100644
Binary files a/benchmarks/decoders/benchmark_readme_chart.png and b/benchmarks/decoders/benchmark_readme_chart.png differ
diff --git a/benchmarks/decoders/benchmark_readme_data.json b/benchmarks/decoders/benchmark_readme_data.json
index dd5411674..3bfa1f182 100644
--- a/benchmarks/decoders/benchmark_readme_data.json
+++ b/benchmarks/decoders/benchmark_readme_data.json
@@ -1,394 +1,397 @@
-[
-    {
-        "decoder": "torchcodec",
-        "description": "dataloader[threads=10,batch_size=50] 10 decode_and_transform()",
-        "fps_median": 2.1909987258958803,
-        "fps_p25": 2.1909987258958803,
-        "fps_p75": 2.1909987258958803,
-        "frame_count": 500,
-        "iqr": 0.0,
-        "median": 228.2064311997965,
-        "type": "dataloader[threads=10,batch_size=50] 10 x decode_and_transform()",
-        "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_120s_60fps_600gop_libx264_yuv420p.mp4"
-    },
-    {
-        "decoder": "torchcodec",
-        "description": "uniform 10 seek()+next()",
-        "fps_median": 0.22373366699708405,
-        "fps_p25": 0.22373366699708405,
-        "fps_p75": 0.22373366699708405,
-        "frame_count": 10,
-        "iqr": 0.0,
-        "median": 44.69600008893758,
-        "type": "10 x uniform seek()+next()",
-        "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_120s_60fps_600gop_libx264_yuv420p.mp4"
-    },
-    {
-        "decoder": "torchcodec",
-        "description": "random 10 seek()+next()",
-        "fps_median": 0.2870396511009182,
-        "fps_p25": 0.2870396511009182,
-        "fps_p75": 0.2870396511009182,
-        "frame_count": 10,
-        "iqr": 0.0,
-        "median": 34.83839240204543,
-        "type": "10 x random seek()+next()",
-        "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_120s_60fps_600gop_libx264_yuv420p.mp4"
-    },
-    {
-        "decoder": "torchcodec",
-        "description": "100 next()",
-        "fps_median": 79.89466672412033,
-        "fps_p25": 99.18266043890266,
-        "fps_p75": 79.07153270302595,
-        "frame_count": 100,
-        "iqr": 0.2564368974417448,
-        "median": 1.2516480023041368,
-        "type": "100 next()",
-        "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_120s_60fps_600gop_libx264_yuv420p.mp4"
-    },
-    {
-        "decoder": "torchcodec[cuda]",
-        "description": "dataloader[threads=10,batch_size=50] 10 decode_and_transform()",
-        "fps_median": 7.324784294018666,
-        "fps_p25": 7.324784294018666,
-        "fps_p75": 7.324784294018666,
-        "frame_count": 500,
-        "iqr": 0.0,
-        "median": 68.26139582134783,
-        "type": "dataloader[threads=10,batch_size=50] 10 x decode_and_transform()",
-        "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_120s_60fps_600gop_libx264_yuv420p.mp4"
-    },
-    {
-        "decoder": "torchcodec[cuda]",
-        "description": "uniform 10 seek()+next()",
-        "fps_median": 1.232367350732705,
-        "fps_p25": 1.233843742370965,
-        "fps_p75": 1.2314023481824525,
-        "frame_count": 10,
-        "iqr": 0.016068589873611927,
-        "median": 8.114463592413813,
-        "type": "10 x uniform seek()+next()",
-        "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_120s_60fps_600gop_libx264_yuv420p.mp4"
-    },
-    {
-        "decoder": "torchcodec[cuda]",
-        "description": "random 10 seek()+next()",
-        "fps_median": 1.5437990877014915,
-        "fps_p25": 1.5438508087203877,
-        "fps_p75": 1.5435480997081767,
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-        "iqr": 0.0012702811509370804,
-        "median": 6.477526823058724,
-        "type": "10 x random seek()+next()",
-        "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_120s_60fps_600gop_libx264_yuv420p.mp4"
-    },
-    {
-        "decoder": "torchcodec[cuda]",
-        "description": "100 next()",
-        "fps_median": 179.5141829898575,
-        "fps_p25": 182.56822073549603,
-        "fps_p75": 124.4290827477999,
-        "frame_count": 100,
-        "iqr": 0.25593018205836415,
-        "median": 0.5570590486750007,
-        "type": "100 next()",
-        "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_120s_60fps_600gop_libx264_yuv420p.mp4"
-    },
-    {
-        "decoder": "torchvision[video_reader]",
-        "description": "dataloader[threads=10,batch_size=50] 10 decode_and_transform()",
-        "fps_median": 1.951097912335046,
-        "fps_p25": 1.951097912335046,
-        "fps_p75": 1.951097912335046,
-        "frame_count": 500,
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-        "median": 256.265970476903,
-        "type": "dataloader[threads=10,batch_size=50] 10 x decode_and_transform()",
-        "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_120s_60fps_600gop_libx264_yuv420p.mp4"
-    },
-    {
-        "decoder": "torchvision[video_reader]",
-        "description": "uniform 10 seek()+next()",
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-        "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_120s_60fps_600gop_libx264_yuv420p.mp4"
-    },
-    {
-        "decoder": "torchvision[video_reader]",
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-        "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_120s_60fps_600gop_libx264_yuv420p.mp4"
-    },
-    {
-        "decoder": "torchvision[video_reader]",
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-        "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_120s_60fps_600gop_libx264_yuv420p.mp4"
-    },
-    {
-        "decoder": "torchaudio",
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-        "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_120s_60fps_600gop_libx264_yuv420p.mp4"
-    },
-    {
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-    },
-    {
-        "decoder": "torchaudio",
-        "description": "random 10 seek()+next()",
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-        "median": 51.01854276098311,
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-        "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_120s_60fps_600gop_libx264_yuv420p.mp4"
-    },
-    {
-        "decoder": "torchaudio",
-        "description": "100 next()",
-        "fps_median": 100.42696877778134,
-        "fps_p25": 101.82432674120878,
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-        "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_120s_60fps_600gop_libx264_yuv420p.mp4"
-    },
-    {
-        "decoder": "torchcodec",
-        "description": "dataloader[threads=10,batch_size=50] 10 decode_and_transform()",
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-        "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4"
-    },
-    {
-        "decoder": "torchcodec",
-        "description": "uniform 10 seek()+next()",
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-        "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4"
-    },
-    {
-        "decoder": "torchcodec",
-        "description": "random 10 seek()+next()",
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-        "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4"
-    },
-    {
-        "decoder": "torchcodec",
-        "description": "100 next()",
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-    },
-    {
-        "decoder": "torchcodec[cuda]",
-        "description": "dataloader[threads=10,batch_size=50] 10 decode_and_transform()",
-        "fps_median": 14.558551600810196,
-        "fps_p25": 14.558551600810196,
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-        "median": 34.34407581947744,
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-        "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4"
-    },
-    {
-        "decoder": "torchcodec[cuda]",
-        "description": "uniform 10 seek()+next()",
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-        "fps_p75": 3.3871671818375297,
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-        "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4"
-    },
-    {
-        "decoder": "torchcodec[cuda]",
-        "description": "random 10 seek()+next()",
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-        "fps_p25": 4.228530445598264,
-        "fps_p75": 4.202620082236087,
-        "frame_count": 10,
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-        "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4"
-    },
-    {
-        "decoder": "torchcodec[cuda]",
-        "description": "100 next()",
-        "fps_median": 108.81798607716902,
-        "fps_p25": 109.2651801306662,
-        "fps_p75": 107.98428953245536,
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-        "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4"
-    },
-    {
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-        "description": "dataloader[threads=10,batch_size=50] 10 decode_and_transform()",
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-    {
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-    },
-    {
-        "decoder": "torchvision[video_reader]",
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-    },
-    {
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-        "type": "100 next()",
-        "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4"
-    },
-    {
-        "decoder": "torchaudio",
-        "description": "dataloader[threads=10,batch_size=50] 10 decode_and_transform()",
-        "fps_median": 9.23025646940316,
-        "fps_p25": 9.23025646940316,
-        "fps_p75": 9.23025646940316,
-        "frame_count": 500,
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-        "median": 54.1696757460013,
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-        "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4"
-    },
-    {
-        "decoder": "torchaudio",
-        "description": "uniform 10 seek()+next()",
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-        "type": "10 x uniform seek()+next()",
-        "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4"
-    },
-    {
-        "decoder": "torchaudio",
-        "description": "random 10 seek()+next()",
-        "fps_median": 6.6581950176290565,
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-        "fps_p75": 6.587147793106109,
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-        "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4"
-    },
-    {
-        "decoder": "torchaudio",
-        "description": "100 next()",
-        "fps_median": 263.36187377747655,
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-        "fps_p75": 254.92052325953637,
-        "frame_count": 100,
-        "iqr": 0.02573595428839326,
-        "median": 0.37970568239688873,
-        "type": "100 next()",
-        "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4"
-    },
-    {
-        "cpu_count": 22,
-        "is_cuda_available": "True",
-        "machine": "x86_64",
-        "processor": "x86_64",
-        "python_version": "3.12.5",
-        "system": "Linux"
-    }
-]
+{
+  "experiments":
+  [
+      {
+          "decoder": "torchcodec",
+          "description": "dataloader[threads=10,batch_size=50] 10 decode_and_transform()",
+          "fps_median": 2.1909987258958803,
+          "fps_p25": 2.1909987258958803,
+          "fps_p75": 2.1909987258958803,
+          "frame_count": 500,
+          "iqr": 0.0,
+          "median": 228.2064311997965,
+          "type": "dataloader[threads=10,batch_size=50] 10 x decode_and_transform()",
+          "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_120s_60fps_600gop_libx264_yuv420p.mp4"
+      },
+      {
+          "decoder": "torchcodec",
+          "description": "uniform 10 seek()+next()",
+          "fps_median": 0.22373366699708405,
+          "fps_p25": 0.22373366699708405,
+          "fps_p75": 0.22373366699708405,
+          "frame_count": 10,
+          "iqr": 0.0,
+          "median": 44.69600008893758,
+          "type": "10 x uniform seek()+next()",
+          "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_120s_60fps_600gop_libx264_yuv420p.mp4"
+      },
+      {
+          "decoder": "torchcodec",
+          "description": "random 10 seek()+next()",
+          "fps_median": 0.2870396511009182,
+          "fps_p25": 0.2870396511009182,
+          "fps_p75": 0.2870396511009182,
+          "frame_count": 10,
+          "iqr": 0.0,
+          "median": 34.83839240204543,
+          "type": "10 x random seek()+next()",
+          "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_120s_60fps_600gop_libx264_yuv420p.mp4"
+      },
+      {
+          "decoder": "torchcodec",
+          "description": "100 next()",
+          "fps_median": 79.89466672412033,
+          "fps_p25": 99.18266043890266,
+          "fps_p75": 79.07153270302595,
+          "frame_count": 100,
+          "iqr": 0.2564368974417448,
+          "median": 1.2516480023041368,
+          "type": "100 next()",
+          "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_120s_60fps_600gop_libx264_yuv420p.mp4"
+      },
+      {
+          "decoder": "torchcodec[cuda]",
+          "description": "dataloader[threads=10,batch_size=50] 10 decode_and_transform()",
+          "fps_median": 7.324784294018666,
+          "fps_p25": 7.324784294018666,
+          "fps_p75": 7.324784294018666,
+          "frame_count": 500,
+          "iqr": 0.0,
+          "median": 68.26139582134783,
+          "type": "dataloader[threads=10,batch_size=50] 10 x decode_and_transform()",
+          "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_120s_60fps_600gop_libx264_yuv420p.mp4"
+      },
+      {
+          "decoder": "torchcodec[cuda]",
+          "description": "uniform 10 seek()+next()",
+          "fps_median": 1.232367350732705,
+          "fps_p25": 1.233843742370965,
+          "fps_p75": 1.2314023481824525,
+          "frame_count": 10,
+          "iqr": 0.016068589873611927,
+          "median": 8.114463592413813,
+          "type": "10 x uniform seek()+next()",
+          "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_120s_60fps_600gop_libx264_yuv420p.mp4"
+      },
+      {
+          "decoder": "torchcodec[cuda]",
+          "description": "random 10 seek()+next()",
+          "fps_median": 1.5437990877014915,
+          "fps_p25": 1.5438508087203877,
+          "fps_p75": 1.5435480997081767,
+          "frame_count": 10,
+          "iqr": 0.0012702811509370804,
+          "median": 6.477526823058724,
+          "type": "10 x random seek()+next()",
+          "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_120s_60fps_600gop_libx264_yuv420p.mp4"
+      },
+      {
+          "decoder": "torchcodec[cuda]",
+          "description": "100 next()",
+          "fps_median": 179.5141829898575,
+          "fps_p25": 182.56822073549603,
+          "fps_p75": 124.4290827477999,
+          "frame_count": 100,
+          "iqr": 0.25593018205836415,
+          "median": 0.5570590486750007,
+          "type": "100 next()",
+          "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_120s_60fps_600gop_libx264_yuv420p.mp4"
+      },
+      {
+          "decoder": "torchvision[video_reader]",
+          "description": "dataloader[threads=10,batch_size=50] 10 decode_and_transform()",
+          "fps_median": 1.951097912335046,
+          "fps_p25": 1.951097912335046,
+          "fps_p75": 1.951097912335046,
+          "frame_count": 500,
+          "iqr": 0.0,
+          "median": 256.265970476903,
+          "type": "dataloader[threads=10,batch_size=50] 10 x decode_and_transform()",
+          "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_120s_60fps_600gop_libx264_yuv420p.mp4"
+      },
+      {
+          "decoder": "torchvision[video_reader]",
+          "description": "uniform 10 seek()+next()",
+          "fps_median": 0.23515671574954122,
+          "fps_p25": 0.23515671574954122,
+          "fps_p75": 0.23515671574954122,
+          "frame_count": 10,
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+          "type": "10 x uniform seek()+next()",
+          "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_120s_60fps_600gop_libx264_yuv420p.mp4"
+      },
+      {
+          "decoder": "torchvision[video_reader]",
+          "description": "random 10 seek()+next()",
+          "fps_median": 0.17733950193054088,
+          "fps_p25": 0.17733950193054088,
+          "fps_p75": 0.17733950193054088,
+          "frame_count": 10,
+          "iqr": 0.0,
+          "median": 56.38901593349874,
+          "type": "10 x random seek()+next()",
+          "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_120s_60fps_600gop_libx264_yuv420p.mp4"
+      },
+      {
+          "decoder": "torchvision[video_reader]",
+          "description": "100 next()",
+          "fps_median": 91.93830916027736,
+          "fps_p25": 93.48146430884644,
+          "fps_p75": 89.72122041281625,
+          "frame_count": 100,
+          "iqr": 0.04483274556696415,
+          "median": 1.087685872334987,
+          "type": "100 next()",
+          "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_120s_60fps_600gop_libx264_yuv420p.mp4"
+      },
+      {
+          "decoder": "torchaudio",
+          "description": "dataloader[threads=10,batch_size=50] 10 decode_and_transform()",
+          "fps_median": 0.23115768079016835,
+          "fps_p25": 0.23115768079016835,
+          "fps_p75": 0.23115768079016835,
+          "frame_count": 500,
+          "iqr": 0.0,
+          "median": 2163.0256813913584,
+          "type": "dataloader[threads=10,batch_size=50] 10 x decode_and_transform()",
+          "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_120s_60fps_600gop_libx264_yuv420p.mp4"
+      },
+      {
+          "decoder": "torchaudio",
+          "description": "uniform 10 seek()+next()",
+          "fps_median": 0.26119132784303123,
+          "fps_p25": 0.26119132784303123,
+          "fps_p75": 0.26119132784303123,
+          "frame_count": 10,
+          "iqr": 0.0,
+          "median": 38.2861103489995,
+          "type": "10 x uniform seek()+next()",
+          "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_120s_60fps_600gop_libx264_yuv420p.mp4"
+      },
+      {
+          "decoder": "torchaudio",
+          "description": "random 10 seek()+next()",
+          "fps_median": 0.19600716639142407,
+          "fps_p25": 0.19600716639142407,
+          "fps_p75": 0.19600716639142407,
+          "frame_count": 10,
+          "iqr": 0.0,
+          "median": 51.01854276098311,
+          "type": "10 x random seek()+next()",
+          "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_120s_60fps_600gop_libx264_yuv420p.mp4"
+      },
+      {
+          "decoder": "torchaudio",
+          "description": "100 next()",
+          "fps_median": 100.42696877778134,
+          "fps_p25": 101.82432674120878,
+          "fps_p75": 98.63909948929518,
+          "frame_count": 100,
+          "iqr": 0.0317131788469851,
+          "median": 0.995748464949429,
+          "type": "100 next()",
+          "video": "/tmp/torchcodec_benchmarking_videos/mandelbrot_1920x1080_120s_60fps_600gop_libx264_yuv420p.mp4"
+      },
+      {
+          "decoder": "torchcodec",
+          "description": "dataloader[threads=10,batch_size=50] 10 decode_and_transform()",
+          "fps_median": 78.89304868408422,
+          "fps_p25": 79.36504926194816,
+          "fps_p75": 78.80019881505761,
+          "frame_count": 500,
+          "iqr": 0.04515926633030176,
+          "median": 6.3376939836889505,
+          "type": "dataloader[threads=10,batch_size=50] 10 x decode_and_transform()",
+          "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4"
+      },
+      {
+          "decoder": "torchcodec",
+          "description": "uniform 10 seek()+next()",
+          "fps_median": 9.854385050842327,
+          "fps_p25": 10.094368141227985,
+          "fps_p75": 9.656371003428172,
+          "frame_count": 10,
+          "iqr": 0.04493432166054845,
+          "median": 1.014776665251702,
+          "type": "10 x uniform seek()+next()",
+          "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4"
+      },
+      {
+          "decoder": "torchcodec",
+          "description": "random 10 seek()+next()",
+          "fps_median": 7.965955631552031,
+          "fps_p25": 8.052124079150976,
+          "fps_p75": 7.759671780042043,
+          "frame_count": 10,
+          "iqr": 0.04680596780963242,
+          "median": 1.2553421664051712,
+          "type": "10 x random seek()+next()",
+          "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4"
+      },
+      {
+          "decoder": "torchcodec",
+          "description": "100 next()",
+          "fps_median": 250.74790033552227,
+          "fps_p25": 255.02885647654145,
+          "fps_p75": 248.55035150151298,
+          "frame_count": 100,
+          "iqr": 0.010220475262030959,
+          "median": 0.3988069286569953,
+          "type": "100 next()",
+          "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4"
+      },
+      {
+          "decoder": "torchcodec[cuda]",
+          "description": "dataloader[threads=10,batch_size=50] 10 decode_and_transform()",
+          "fps_median": 14.558551600810196,
+          "fps_p25": 14.558551600810196,
+          "fps_p75": 14.558551600810196,
+          "frame_count": 500,
+          "iqr": 0.0,
+          "median": 34.34407581947744,
+          "type": "dataloader[threads=10,batch_size=50] 10 x decode_and_transform()",
+          "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4"
+      },
+      {
+          "decoder": "torchcodec[cuda]",
+          "description": "uniform 10 seek()+next()",
+          "fps_median": 3.3993119043827935,
+          "fps_p25": 3.4033747004472383,
+          "fps_p75": 3.3871671818375297,
+          "frame_count": 10,
+          "iqr": 0.014059508219361305,
+          "median": 2.9417718295007944,
+          "type": "10 x uniform seek()+next()",
+          "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4"
+      },
+      {
+          "decoder": "torchcodec[cuda]",
+          "description": "random 10 seek()+next()",
+          "fps_median": 4.208422451807454,
+          "fps_p25": 4.228530445598264,
+          "fps_p75": 4.202620082236087,
+          "frame_count": 10,
+          "iqr": 0.014580214396119118,
+          "median": 2.376187304034829,
+          "type": "10 x random seek()+next()",
+          "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4"
+      },
+      {
+          "decoder": "torchcodec[cuda]",
+          "description": "100 next()",
+          "fps_median": 108.81798607716902,
+          "fps_p25": 109.2651801306662,
+          "fps_p75": 107.98428953245536,
+          "frame_count": 100,
+          "iqr": 0.010855996049940586,
+          "median": 0.9189657298848033,
+          "type": "100 next()",
+          "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4"
+      },
+      {
+          "decoder": "torchvision[video_reader]",
+          "description": "dataloader[threads=10,batch_size=50] 10 decode_and_transform()",
+          "fps_median": 41.39450037405011,
+          "fps_p25": 41.84854039364475,
+          "fps_p75": 41.139148433617976,
+          "frame_count": 500,
+          "iqr": 0.20602534664794803,
+          "median": 12.078899261541665,
+          "type": "dataloader[threads=10,batch_size=50] 10 x decode_and_transform()",
+          "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4"
+      },
+      {
+          "decoder": "torchvision[video_reader]",
+          "description": "uniform 10 seek()+next()",
+          "fps_median": 4.743936824381266,
+          "fps_p25": 4.806402420821976,
+          "fps_p75": 4.66718304034089,
+          "frame_count": 10,
+          "iqr": 0.06206185230985284,
+          "median": 2.1079538725316525,
+          "type": "10 x uniform seek()+next()",
+          "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4"
+      },
+      {
+          "decoder": "torchvision[video_reader]",
+          "description": "random 10 seek()+next()",
+          "fps_median": 2.9809550025126472,
+          "fps_p25": 3.038024440532653,
+          "fps_p75": 2.95329673866747,
+          "frame_count": 10,
+          "iqr": 0.09443371556699276,
+          "median": 3.354629637673497,
+          "type": "10 x random seek()+next()",
+          "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4"
+      },
+      {
+          "decoder": "torchvision[video_reader]",
+          "description": "100 next()",
+          "fps_median": 177.20109315629767,
+          "fps_p25": 182.07930273828418,
+          "fps_p75": 173.29419285866405,
+          "frame_count": 100,
+          "iqr": 0.027842139592394233,
+          "median": 0.5643306043930352,
+          "type": "100 next()",
+          "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4"
+      },
+      {
+          "decoder": "torchaudio",
+          "description": "dataloader[threads=10,batch_size=50] 10 decode_and_transform()",
+          "fps_median": 9.23025646940316,
+          "fps_p25": 9.23025646940316,
+          "fps_p75": 9.23025646940316,
+          "frame_count": 500,
+          "iqr": 0.0,
+          "median": 54.1696757460013,
+          "type": "dataloader[threads=10,batch_size=50] 10 x decode_and_transform()",
+          "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4"
+      },
+      {
+          "decoder": "torchaudio",
+          "description": "uniform 10 seek()+next()",
+          "fps_median": 10.100628756440091,
+          "fps_p25": 10.212753705185772,
+          "fps_p75": 9.780241639161853,
+          "frame_count": 10,
+          "iqr": 0.0433017835021019,
+          "median": 0.9900373769924045,
+          "type": "10 x uniform seek()+next()",
+          "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4"
+      },
+      {
+          "decoder": "torchaudio",
+          "description": "random 10 seek()+next()",
+          "fps_median": 6.6581950176290565,
+          "fps_p25": 6.769915708964532,
+          "fps_p75": 6.587147793106109,
+          "frame_count": 10,
+          "iqr": 0.04098446690477431,
+          "median": 1.5019085463136435,
+          "type": "10 x random seek()+next()",
+          "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4"
+      },
+      {
+          "decoder": "torchaudio",
+          "description": "100 next()",
+          "fps_median": 263.36187377747655,
+          "fps_p25": 272.8191596128445,
+          "fps_p75": 254.92052325953637,
+          "frame_count": 100,
+          "iqr": 0.02573595428839326,
+          "median": 0.37970568239688873,
+          "type": "100 next()",
+          "video": "/tmp/torchcodec_benchmarking_videos/nasa_960x540_206s_30fps_yuv420p.mp4"
+      }
+  ],
+  "system_metadata":
+  {
+      "cpu_count": 22,
+      "machine": "x86_64",
+      "python_version": "3.12.5",
+      "system": "Linux",
+      "cuda": "NVIDIA PG509-210"
+  }
+}
diff --git a/benchmarks/decoders/generate_readme_data.py b/benchmarks/decoders/generate_readme_data.py
index 8feb4e3db..891e5dcaa 100644
--- a/benchmarks/decoders/generate_readme_data.py
+++ b/benchmarks/decoders/generate_readme_data.py
@@ -69,7 +69,7 @@ def main() -> None:
     num_samples = 10
     video_files_paths = list(Path(videos_dir_path).glob("*.mp4"))
     assert len(video_files_paths) == 2, "Expected exactly 2 videos"
-    df_data = run_benchmarks(
+    results = run_benchmarks(
         decoder_dict,
         video_files_paths,
         num_samples,
@@ -83,21 +83,24 @@ def main() -> None:
             resize_device="cuda",
         ),
     )
-    df_data.append(
-        {
-            "system_metadata": {
-                "cpu_count": os.cpu_count(),
-                "system": platform.system(),
-                "machine": platform.machine(),
-                "python_version": str(platform.python_version()),
-                "is_cuda_available": str(torch.cuda.is_available()),
-            }
-        }
-    )
+    data_for_writing = {
+        "experiments": results,
+        "system_metadata": {
+            "cpu_count": os.cpu_count(),
+            "system": platform.system(),
+            "machine": platform.machine(),
+            "python_version": str(platform.python_version()),
+            "cuda": (
+                torch.cuda.get_device_properties(0).name
+                if torch.cuda.is_available()
+                else "not available"
+            ),
+        },
+    }
 
     data_json = Path(__file__).parent / "benchmark_readme_data.json"
     with open(data_json, "w") as write_file:
-        json.dump(df_data, write_file, sort_keys=True, indent=4)
+        json.dump(data_for_writing, write_file, sort_keys=True, indent=4)
 
 
 if __name__ == "__main__":