diff --git a/docs/index.rst b/docs/index.rst
index babd43971..63f2a02bd 100644
--- a/docs/index.rst
+++ b/docs/index.rst
@@ -67,7 +67,7 @@ Supported Models
 
 
 +------------------------+------------------------------+----------------------------+
-|                        |  PSNR                        | Rays per sec.              |
+|                        |  PSNR                        | Rays / sec.                |
 +========================+==============================+============================+
 | NeRF                   |  |:hourglass_flowing_sand:|  | |:hourglass_flowing_sand:| |
 +------------------------+------------------------------+----------------------------+
@@ -83,4 +83,4 @@ Indices and Tables
 
 * :ref:`genindex`
 * :ref:`modindex`
-* :ref:`search`
\ No newline at end of file
+* :ref:`search`
diff --git a/pyrad/utils/misc.py b/pyrad/utils/misc.py
index bf68cba22..b27afd055 100644
--- a/pyrad/utils/misc.py
+++ b/pyrad/utils/misc.py
@@ -21,6 +21,7 @@ import json
 from pydoc import locate
 from typing import Any, Dict
 
+from math import floor, log
 import torch
 from omegaconf import DictConfig
 
@@ -90,3 +91,11 @@ def get_hash_str_from_dict(dictionary: Dict[str, Any]) -> str:
     encoded = json.dumps(dictionary, sort_keys=True).encode()
     dhash.update(encoded)
     return dhash.hexdigest()
+
+
+def human_format(num):
+    """Format a number in a more human readable way"""
+    units = ["", "K", "M", "B", "T", "P"]
+    k = 1000.0
+    magnitude = int(floor(log(num, k)))
+    return f"{(num / k**magnitude):.2f} {units[magnitude]}"
diff --git a/scripts/run_eval.py b/scripts/run_eval.py
index 79cf00b2c..054b6caf2 100644
--- a/scripts/run_eval.py
+++ b/scripts/run_eval.py
@@ -15,6 +15,7 @@ from tqdm import tqdm
 from pyrad.cameras.camera_paths import CameraPath, get_interpolated_camera_path, get_spiral_path
 from pyrad.data.dataloader import EvalDataloader, setup_dataset_eval, setup_dataset_train
 from pyrad.graphs.base import Graph, setup_graph
+from pyrad.utils.misc import human_format
 from pyrad.utils.writer import TimeWriter
 
 
@@ -201,7 +202,7 @@ def main(
         avg_rays_per_sec = stats_dict["avg rays per sec"]
         avg_fps = stats_dict["avg fps"]
         print(f"Avg. PSNR: {avg_psnr:0.4f}")
-        print(f"Avg. Rays per sec: {avg_rays_per_sec:0.4f}")
+        print(f"Avg. Rays / Sec: {human_format(avg_rays_per_sec)}")
         print(f"Avg. FPS: {avg_fps:0.4f}")
     elif method == MethodType.TRAJ:
         # TODO(ethan): pass in camera information into argparse parser