diff --git a/logicnet/validator/__init__.py b/logicnet/validator/__init__.py
index 8c151a08..e50eb322 100644
--- a/logicnet/validator/__init__.py
+++ b/logicnet/validator/__init__.py
@@ -1,9 +1,10 @@
 from .challenger.challenger import LogicChallenger
-from .miner_manager import MinerManager
+from .miner_manager import MinerManager, MinerInfo
 from .rewarder import LogicRewarder
 
 __all__ = [
     "MinerManager",
     "LogicChallenger",
     "LogicRewarder",
+    "MinerInfo",
 ]
diff --git a/logicnet/validator/miner_manager.py b/logicnet/validator/miner_manager.py
index 9e941887..27e0c035 100644
--- a/logicnet/validator/miner_manager.py
+++ b/logicnet/validator/miner_manager.py
@@ -7,7 +7,7 @@
 )
 import traceback
 
-NO_OF_RECENT_SCORES = 10
+NO_OF_RECENT_SCORES = 20
 
 
 class MinerInfo:
@@ -17,6 +17,7 @@ def __init__(
         scores: list[float] = [],
         epoch_volume: int = 42,
         reward_scale: float = 0.0,
+        reward_logs: list[dict] = [],
         *args,
         **kwargs,
     ):
@@ -33,6 +34,7 @@ def __init__(
         self.rate_limit = 0
         self.category: str = category
         self.reward_scale: float = reward_scale
+        self.reward_logs = []
 
     def __str__(self):
         return str(self.to_dict()) + "\n"
@@ -49,6 +51,7 @@ def to_dict(self):
             "epoch_volume": self.epoch_volume,
             "rate_limit": self.rate_limit,
             "reward_scale": self.reward_scale,
+            "reward_logs": self.reward_logs,
         }
 
 
@@ -132,15 +135,17 @@ def get_miner_uids(self, category: str):
         ]
         return available_uids
 
-    def update_scores(self, uids, rewards):
+    def update_scores(self, uids, rewards, reward_logs):
         """
         Update miner's scores with new rewards
         """
-        for uid, reward in zip(uids, rewards):
+        for uid, reward, reward_log in zip(uids, rewards, reward_logs):
             self.all_uids_info[uid].scores.append(reward)
             self.all_uids_info[uid].scores = self.all_uids_info[uid].scores[
                 -NO_OF_RECENT_SCORES:
             ]
+            self.all_uids_info[uid].reward_logs.append(reward_log)
+            self.all_uids_info[uid].reward_logs = self.all_uids_info[uid].reward_logs[-NO_OF_RECENT_SCORES:]
 
     def get_on_chain_weights(self, category) -> torch.Tensor:
         """
@@ -163,10 +168,9 @@ def get_model_specific_weights(self, category, normalize=True):
         """
         model_specific_weights = torch.zeros(len(self.all_uids))
         for uid in self.get_miner_uids(category):
-            num_past_to_check = 10
             model_specific_weights[int(uid)] = (
-                sum(self.all_uids_info[uid].scores[-num_past_to_check:])
-                / num_past_to_check
+                sum(self.all_uids_info[uid].scores[-NO_OF_RECENT_SCORES:])
+                / NO_OF_RECENT_SCORES
             )
         model_specific_weights = torch.clamp(model_specific_weights, 0, 1)
         if normalize:
diff --git a/logicnet/validator/rewarder.py b/logicnet/validator/rewarder.py
index 63f412a2..04c7e384 100644
--- a/logicnet/validator/rewarder.py
+++ b/logicnet/validator/rewarder.py
@@ -44,6 +44,7 @@ def __call__(self, uids, responses: list[LogicSynapse], base_synapse: LogicSynap
             uid for uid, response in zip(uids, responses) if not response.is_success
         ]
         invalid_rewards = [0 for _ in invalid_uids]
+        reward_logs = []
         valid_rewards = []
         if valid_uids:
             ref_ground_truth: str = self._get_ground_truth(
@@ -63,6 +64,13 @@ def __call__(self, uids, responses: list[LogicSynapse], base_synapse: LogicSynap
                     + CORRECTNESS_WEIGHT * correctness[i]
                     + PROCESSING_TIME_WEIGHT * min(process_times[i] / timeout, 1)
                 )
+                reward_logs.append(
+                    {
+                        "similarity": similarities[i],
+                        "correctness": correctness[i],
+                        "process_time": process_times[i],
+                    }
+                )
                 # Scale up the reward
                 reward = reward / 2 + 0.5
                 bt.logging.debug(
@@ -72,7 +80,7 @@ def __call__(self, uids, responses: list[LogicSynapse], base_synapse: LogicSynap
 
         total_uids = valid_uids + invalid_uids
         rewards = valid_rewards + invalid_rewards
-        return total_uids, rewards
+        return total_uids, rewards, reward_logs
 
     def _get_correctness(
         self, base_synapse: LogicSynapse, responses: list[LogicSynapse]
diff --git a/neurons/validator/validator.py b/neurons/validator/validator.py
index adea7e52..5b4f8343 100644
--- a/neurons/validator/validator.py
+++ b/neurons/validator/validator.py
@@ -5,7 +5,7 @@
 from logicnet.base.validator import BaseValidatorNeuron
 from neurons.validator.validator_proxy import ValidatorProxy
 import logicnet as ln
-from logicnet.validator import MinerManager, LogicChallenger, LogicRewarder
+from logicnet.validator import MinerManager, LogicChallenger, LogicRewarder, MinerInfo
 import traceback
 import threading
 from neurons.validator.core.serving_queue import QueryQueue
@@ -152,7 +152,7 @@ def async_query_and_reward(
             )
 
             if reward_uids:
-                uids, rewards = self.categories[category]["rewarder"](
+                uids, rewards, reward_logs = self.categories[category]["rewarder"](
                     reward_uids, reward_responses, base_synapse
                 )
 
@@ -165,7 +165,7 @@ def async_query_and_reward(
 
                 bt.logging.info(f"Scored responses: {rewards}")
 
-                self.miner_manager.update_scores(uids, rewards)
+                self.miner_manager.update_scores(uids, rewards, reward_logs)
 
     def prepare_challenge(self, uids_should_rewards, category):
         """
@@ -241,7 +241,9 @@ def load_state(self):
             bt.logging.info("Loading validator state from: " + path)
             state = torch.load(path)
             self.step = state["step"]
-            self.miner_manager.all_uids_info = state["all_uids_info"]
+            all_uids_info = state["all_uids_info"]
+            for k, v in all_uids_info.items():
+                self.miner_manager.all_uids_info[k] = MinerInfo(**v)
             bt.logging.info("Successfully loaded state")
         except Exception as e:
             self.step = 0