diff --git a/python_binding/rdc_bootstrap.py b/python_binding/rdc_bootstrap.py
index 5081734ce7..2f74afbf1b 100644
--- a/python_binding/rdc_bootstrap.py
+++ b/python_binding/rdc_bootstrap.py
@@ -72,7 +72,14 @@ class rdc_field_type_t(c_int):
      STRING = 2
      BLOB = 3
 
+class rdc_metric_type_t(c_int):
+     INVALID = 0
+     GAUGE = 1
+     COUNTER = 2
+     LABEL = 3
+
 class rdc_field_t(c_int):
+
      RDC_FI_INVALID = 0
      RDC_FI_GPU_COUNT = 1
      RDC_FI_DEV_NAME = 2
@@ -198,6 +205,38 @@ class rdc_field_t(c_int):
      RDC_HEALTH_POWER_THROTTLE_TIME = 3006
      RDC_HEALTH_THERMAL_THROTTLE_TIME = 3007
 
+     _rdc_metric_type_lookup = {
+        RDC_FI_INVALID: rdc_metric_type_t.INVALID,
+        RDC_FI_GPU_COUNT: rdc_metric_type_t.LABEL,
+        RDC_FI_DEV_NAME: rdc_metric_type_t.LABEL,
+        RDC_FI_OAM_ID: rdc_metric_type_t.LABEL,
+        RDC_FI_GPU_MEMORY_TOTAL: rdc_metric_type_t.COUNTER,
+        RDC_FI_ECC_CORRECT_TOTAL: rdc_metric_type_t.COUNTER,
+        RDC_FI_ECC_UNCORRECT_TOTAL: rdc_metric_type_t.COUNTER,
+        RDC_EVNT_NOTIF_VMFAULT: rdc_metric_type_t.COUNTER,
+        RDC_EVNT_NOTIF_THERMAL_THROTTLE: rdc_metric_type_t.COUNTER,
+        RDC_EVNT_NOTIF_PRE_RESET: rdc_metric_type_t.COUNTER,
+        RDC_EVNT_NOTIF_POST_RESET: rdc_metric_type_t.COUNTER,
+        RDC_EVNT_NOTIF_RING_HANG: rdc_metric_type_t.COUNTER,
+     }
+
+     @classmethod
+     def get_rdc_metric_type(cls, rdc_metric_t):
+        if isinstance(rdc_metric_t, str):
+            rdc_metric_t = getattr(cls, rdc_metric_t, None)
+        
+        # If the metric was found, do the lookup, otherwise default GAUGE
+        if rdc_metric_t is not None:
+            return cls._rdc_metric_type_lookup.get(rdc_metric_t, rdc_metric_type_t.GAUGE)
+        return rdc_metric_type_t.GAUGE
+
+     @classmethod
+     def get_field_name(cls, value):
+        for attr_name, attr_value in cls.__dict__.items():
+            if isinstance(attr_value, int) and attr_value == value:
+                return attr_name
+        return "Unknown field value"    
+
 rdc_handle_t = c_void_p
 rdc_gpu_group_t = c_uint32
 rdc_field_grp_t = c_uint32
diff --git a/python_binding/rdc_prometheus.py b/python_binding/rdc_prometheus.py
index 58a887ab07..eede725bf7 100644
--- a/python_binding/rdc_prometheus.py
+++ b/python_binding/rdc_prometheus.py
@@ -1,8 +1,11 @@
 import argparse
+import os
 from RdcReader import RdcReader
 from RdcUtil import RdcUtil
 from rdc_bootstrap import *
-from prometheus_client import start_http_server, Gauge, REGISTRY, PROCESS_COLLECTOR, PLATFORM_COLLECTOR
+from prometheus_client import start_http_server, Gauge, Counter, Info, REGISTRY, PROCESS_COLLECTOR, PLATFORM_COLLECTOR
+
+os.environ['PROMETHEUS_DISABLE_CREATED_SERIES'] = "True"
 
 default_field_ids = [
         rdc_field_t.RDC_FI_GPU_MEMORY_USAGE,
@@ -35,16 +38,48 @@ class PrometheusReader(RdcReader):
             REGISTRY.unregister(PROCESS_COLLECTOR)
             REGISTRY.unregister(PLATFORM_COLLECTOR)
 
-        # Create the gauges
-        self.guages = {}
+        # Create the metrics
+        self.gauges = {}
+        self.counters = {}
+        self.infos = {}
+
         for fid in self.field_ids:
-            field_name = self.rdc_util.field_id_string(fid).lower()
-            self.guages[fid] = Gauge(field_name, field_name, labelnames=['gpu_index'])
+            field_name = self.rdc_util.field_id_string(fid)
+
+            rdc_metric_type = rdc_field_t.get_rdc_metric_type(rdc_field_t.get_field_name(fid))
+
+            field_name = field_name.lower()
+
+
+            if rdc_metric_type == 1:
+                self.gauges[fid] = Gauge(field_name, field_name, labelnames=['gpu_index'])
+            elif rdc_metric_type == 2:
+                self.counters[fid] = Counter(field_name, field_name, labelnames=['gpu_index'])
+            else:
+                self.infos[fid] = Info(field_name, field_name, labelnames=['gpu_index'])
+            
+
 
     def handle_field(self, gpu_index, value):
         gpu_label = gpu_index
-        if value.field_id.value in self.guages:
-            self.guages[value.field_id.value].labels(gpu_label).set(value.value.l_int)
+        if value.field_id.value in self.gauges:
+            self.gauges[value.field_id.value].labels(gpu_label).set(value.value.l_int)
+        elif value.field_id.value in self.counters:
+            self.counters[value.field_id.value].labels(gpu_label).inc(value.value.l_int)
+        else:
+            self.infos[value.field_id.value].labels(gpu_label).info({'gpu_label': self.process_value(value)})
+
+    def process_value(self, value):
+        if value.type.value == rdc_field_type_t.INTEGER:
+            return str(value.value.l_int)
+        elif value.type.value == rdc_field_type_t.DOUBLE:
+            return str(value.value.d_float)
+        elif value.type.value == rdc_field_type_t.STRING:
+            return value.value.str.decode('utf-8', 'ignore')
+        elif value.type.value == rdc_field_type_t.BLOB:
+            return value.value.str.hex()
+        else:
+            return "unknown"
 
 def get_field_ids(args):
     field_ids = []