diff --git a/litellm/model_prices_and_context_window_backup.json b/litellm/model_prices_and_context_window_backup.json
index 3f1d84cae97..57facc96319 100644
--- a/litellm/model_prices_and_context_window_backup.json
+++ b/litellm/model_prices_and_context_window_backup.json
@@ -6813,12 +6813,15 @@
     "azure/us/gpt-5.6": {
         "cache_creation_input_token_cost": 6.875e-06,
         "cache_creation_input_token_cost_above_272k_tokens": 1.375e-05,
+        "cache_creation_input_token_cost_above_272k_tokens_priority": 2.75e-05,
         "cache_creation_input_token_cost_priority": 1.375e-05,
         "cache_read_input_token_cost": 5.5e-07,
         "cache_read_input_token_cost_above_272k_tokens": 1.1e-06,
+        "cache_read_input_token_cost_above_272k_tokens_priority": 2.2e-06,
         "cache_read_input_token_cost_priority": 1.1e-06,
         "input_cost_per_token": 5.5e-06,
         "input_cost_per_token_above_272k_tokens": 1.1e-05,
+        "input_cost_per_token_above_272k_tokens_priority": 2.2e-05,
         "input_cost_per_token_priority": 1.1e-05,
         "litellm_provider": "azure",
         "max_input_tokens": 922000,
@@ -6827,6 +6830,7 @@
         "mode": "chat",
         "output_cost_per_token": 3.3e-05,
         "output_cost_per_token_above_272k_tokens": 4.95e-05,
+        "output_cost_per_token_above_272k_tokens_priority": 9.9e-05,
         "output_cost_per_token_priority": 6.6e-05,
         "search_context_cost_per_query": {
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@@ -6863,13 +6867,16 @@
     "azure/us/gpt-5.6-sol": {
         "cache_creation_input_token_cost": 6.875e-06,
         "cache_creation_input_token_cost_above_272k_tokens": 1.375e-05,
+        "cache_creation_input_token_cost_above_272k_tokens_priority": 2.75e-05,
         "cache_creation_input_token_cost_priority": 1.375e-05,
         "cache_read_input_token_cost": 5.5e-07,
         "cache_read_input_token_cost_above_272k_tokens": 1.1e-06,
+        "cache_read_input_token_cost_above_272k_tokens_priority": 2.2e-06,
         "cache_read_input_token_cost_priority": 1.1e-06,
         "deprecation_date": "2028-01-11",
         "input_cost_per_token": 5.5e-06,
         "input_cost_per_token_above_272k_tokens": 1.1e-05,
+        "input_cost_per_token_above_272k_tokens_priority": 2.2e-05,
         "input_cost_per_token_priority": 1.1e-05,
         "litellm_provider": "azure",
         "max_input_tokens": 922000,
@@ -6878,6 +6885,7 @@
         "mode": "chat",
         "output_cost_per_token": 3.3e-05,
         "output_cost_per_token_above_272k_tokens": 4.95e-05,
+        "output_cost_per_token_above_272k_tokens_priority": 9.9e-05,
         "output_cost_per_token_priority": 6.6e-05,
         "search_context_cost_per_query": {
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@@ -6914,13 +6922,16 @@
     "azure/us/gpt-5.6-terra": {
         "cache_creation_input_token_cost": 2.75e-06,
         "cache_creation_input_token_cost_above_272k_tokens": 5.5e-06,
+        "cache_creation_input_token_cost_above_272k_tokens_priority": 1.1e-05,
         "cache_creation_input_token_cost_priority": 5.5e-06,
         "cache_read_input_token_cost": 2.2e-07,
         "cache_read_input_token_cost_above_272k_tokens": 4.4e-07,
+        "cache_read_input_token_cost_above_272k_tokens_priority": 8.8e-07,
         "cache_read_input_token_cost_priority": 4.4e-07,
         "deprecation_date": "2028-01-11",
         "input_cost_per_token": 2.2e-06,
         "input_cost_per_token_above_272k_tokens": 4.4e-06,
+        "input_cost_per_token_above_272k_tokens_priority": 8.8e-06,
         "input_cost_per_token_priority": 4.4e-06,
         "litellm_provider": "azure",
         "max_input_tokens": 922000,
@@ -6929,6 +6940,7 @@
         "mode": "chat",
         "output_cost_per_token": 1.32e-05,
         "output_cost_per_token_above_272k_tokens": 1.98e-05,
+        "output_cost_per_token_above_272k_tokens_priority": 3.96e-05,
         "output_cost_per_token_priority": 2.64e-05,
         "search_context_cost_per_query": {
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@@ -6965,13 +6977,16 @@
     "azure/us/gpt-5.6-luna": {
         "cache_creation_input_token_cost": 2.75e-07,
         "cache_creation_input_token_cost_above_272k_tokens": 5.5e-07,
+        "cache_creation_input_token_cost_above_272k_tokens_priority": 1.1e-06,
         "cache_creation_input_token_cost_priority": 5.5e-07,
         "cache_read_input_token_cost": 2.2e-08,
         "cache_read_input_token_cost_above_272k_tokens": 4.4e-08,
+        "cache_read_input_token_cost_above_272k_tokens_priority": 8.8e-08,
         "cache_read_input_token_cost_priority": 4.4e-08,
         "deprecation_date": "2028-01-11",
         "input_cost_per_token": 2.2e-07,
         "input_cost_per_token_above_272k_tokens": 4.4e-07,
+        "input_cost_per_token_above_272k_tokens_priority": 8.8e-07,
         "input_cost_per_token_priority": 4.4e-07,
         "litellm_provider": "azure",
         "max_input_tokens": 922000,
@@ -6980,6 +6995,7 @@
         "mode": "chat",
         "output_cost_per_token": 1.32e-06,
         "output_cost_per_token_above_272k_tokens": 1.98e-06,
+        "output_cost_per_token_above_272k_tokens_priority": 3.96e-06,
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         "search_context_cost_per_query": {
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@@ -7016,12 +7032,15 @@
     "azure/eu/gpt-5.6": {
         "cache_creation_input_token_cost": 6.875e-06,
         "cache_creation_input_token_cost_above_272k_tokens": 1.375e-05,
+        "cache_creation_input_token_cost_above_272k_tokens_priority": 2.75e-05,
         "cache_creation_input_token_cost_priority": 1.375e-05,
         "cache_read_input_token_cost": 5.5e-07,
         "cache_read_input_token_cost_above_272k_tokens": 1.1e-06,
+        "cache_read_input_token_cost_above_272k_tokens_priority": 2.2e-06,
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         "input_cost_per_token": 5.5e-06,
         "input_cost_per_token_above_272k_tokens": 1.1e-05,
+        "input_cost_per_token_above_272k_tokens_priority": 2.2e-05,
         "input_cost_per_token_priority": 1.1e-05,
         "litellm_provider": "azure",
         "max_input_tokens": 922000,
@@ -7030,6 +7049,7 @@
         "mode": "chat",
         "output_cost_per_token": 3.3e-05,
         "output_cost_per_token_above_272k_tokens": 4.95e-05,
+        "output_cost_per_token_above_272k_tokens_priority": 9.9e-05,
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         "search_context_cost_per_query": {
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@@ -7066,13 +7086,16 @@
     "azure/eu/gpt-5.6-sol": {
         "cache_creation_input_token_cost": 6.875e-06,
         "cache_creation_input_token_cost_above_272k_tokens": 1.375e-05,
+        "cache_creation_input_token_cost_above_272k_tokens_priority": 2.75e-05,
         "cache_creation_input_token_cost_priority": 1.375e-05,
         "cache_read_input_token_cost": 5.5e-07,
         "cache_read_input_token_cost_above_272k_tokens": 1.1e-06,
+        "cache_read_input_token_cost_above_272k_tokens_priority": 2.2e-06,
         "cache_read_input_token_cost_priority": 1.1e-06,
         "deprecation_date": "2028-01-11",
         "input_cost_per_token": 5.5e-06,
         "input_cost_per_token_above_272k_tokens": 1.1e-05,
+        "input_cost_per_token_above_272k_tokens_priority": 2.2e-05,
         "input_cost_per_token_priority": 1.1e-05,
         "litellm_provider": "azure",
         "max_input_tokens": 922000,
@@ -7081,6 +7104,7 @@
         "mode": "chat",
         "output_cost_per_token": 3.3e-05,
         "output_cost_per_token_above_272k_tokens": 4.95e-05,
+        "output_cost_per_token_above_272k_tokens_priority": 9.9e-05,
         "output_cost_per_token_priority": 6.6e-05,
         "search_context_cost_per_query": {
             "search_context_size_high": 0.01,
@@ -7117,13 +7141,16 @@
     "azure/eu/gpt-5.6-terra": {
         "cache_creation_input_token_cost": 2.75e-06,
         "cache_creation_input_token_cost_above_272k_tokens": 5.5e-06,
+        "cache_creation_input_token_cost_above_272k_tokens_priority": 1.1e-05,
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         "cache_read_input_token_cost": 2.2e-07,
         "cache_read_input_token_cost_above_272k_tokens": 4.4e-07,
+        "cache_read_input_token_cost_above_272k_tokens_priority": 8.8e-07,
         "cache_read_input_token_cost_priority": 4.4e-07,
         "deprecation_date": "2028-01-11",
         "input_cost_per_token": 2.2e-06,
         "input_cost_per_token_above_272k_tokens": 4.4e-06,
+        "input_cost_per_token_above_272k_tokens_priority": 8.8e-06,
         "input_cost_per_token_priority": 4.4e-06,
         "litellm_provider": "azure",
         "max_input_tokens": 922000,
@@ -7132,6 +7159,7 @@
         "mode": "chat",
         "output_cost_per_token": 1.32e-05,
         "output_cost_per_token_above_272k_tokens": 1.98e-05,
+        "output_cost_per_token_above_272k_tokens_priority": 3.96e-05,
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         "search_context_cost_per_query": {
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@@ -7168,13 +7196,16 @@
     "azure/eu/gpt-5.6-luna": {
         "cache_creation_input_token_cost": 2.75e-07,
         "cache_creation_input_token_cost_above_272k_tokens": 5.5e-07,
+        "cache_creation_input_token_cost_above_272k_tokens_priority": 1.1e-06,
         "cache_creation_input_token_cost_priority": 5.5e-07,
         "cache_read_input_token_cost": 2.2e-08,
         "cache_read_input_token_cost_above_272k_tokens": 4.4e-08,
+        "cache_read_input_token_cost_above_272k_tokens_priority": 8.8e-08,
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         "deprecation_date": "2028-01-11",
         "input_cost_per_token": 2.2e-07,
         "input_cost_per_token_above_272k_tokens": 4.4e-07,
+        "input_cost_per_token_above_272k_tokens_priority": 8.8e-07,
         "input_cost_per_token_priority": 4.4e-07,
         "litellm_provider": "azure",
         "max_input_tokens": 922000,
@@ -7183,6 +7214,7 @@
         "mode": "chat",
         "output_cost_per_token": 1.32e-06,
         "output_cost_per_token_above_272k_tokens": 1.98e-06,
+        "output_cost_per_token_above_272k_tokens_priority": 3.96e-06,
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diff --git a/model_prices_and_context_window.json b/model_prices_and_context_window.json
index 3f1d84cae97..57facc96319 100644
--- a/model_prices_and_context_window.json
+++ b/model_prices_and_context_window.json
@@ -6813,12 +6813,15 @@
     "azure/us/gpt-5.6": {
         "cache_creation_input_token_cost": 6.875e-06,
         "cache_creation_input_token_cost_above_272k_tokens": 1.375e-05,
+        "cache_creation_input_token_cost_above_272k_tokens_priority": 2.75e-05,
         "cache_creation_input_token_cost_priority": 1.375e-05,
         "cache_read_input_token_cost": 5.5e-07,
         "cache_read_input_token_cost_above_272k_tokens": 1.1e-06,
+        "cache_read_input_token_cost_above_272k_tokens_priority": 2.2e-06,
         "cache_read_input_token_cost_priority": 1.1e-06,
         "input_cost_per_token": 5.5e-06,
         "input_cost_per_token_above_272k_tokens": 1.1e-05,
+        "input_cost_per_token_above_272k_tokens_priority": 2.2e-05,
         "input_cost_per_token_priority": 1.1e-05,
         "litellm_provider": "azure",
         "max_input_tokens": 922000,
@@ -6827,6 +6830,7 @@
         "mode": "chat",
         "output_cost_per_token": 3.3e-05,
         "output_cost_per_token_above_272k_tokens": 4.95e-05,
+        "output_cost_per_token_above_272k_tokens_priority": 9.9e-05,
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         "search_context_cost_per_query": {
             "search_context_size_high": 0.01,
@@ -6863,13 +6867,16 @@
     "azure/us/gpt-5.6-sol": {
         "cache_creation_input_token_cost": 6.875e-06,
         "cache_creation_input_token_cost_above_272k_tokens": 1.375e-05,
+        "cache_creation_input_token_cost_above_272k_tokens_priority": 2.75e-05,
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         "cache_read_input_token_cost": 5.5e-07,
         "cache_read_input_token_cost_above_272k_tokens": 1.1e-06,
+        "cache_read_input_token_cost_above_272k_tokens_priority": 2.2e-06,
         "cache_read_input_token_cost_priority": 1.1e-06,
         "deprecation_date": "2028-01-11",
         "input_cost_per_token": 5.5e-06,
         "input_cost_per_token_above_272k_tokens": 1.1e-05,
+        "input_cost_per_token_above_272k_tokens_priority": 2.2e-05,
         "input_cost_per_token_priority": 1.1e-05,
         "litellm_provider": "azure",
         "max_input_tokens": 922000,
@@ -6878,6 +6885,7 @@
         "mode": "chat",
         "output_cost_per_token": 3.3e-05,
         "output_cost_per_token_above_272k_tokens": 4.95e-05,
+        "output_cost_per_token_above_272k_tokens_priority": 9.9e-05,
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         "search_context_cost_per_query": {
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@@ -6914,13 +6922,16 @@
     "azure/us/gpt-5.6-terra": {
         "cache_creation_input_token_cost": 2.75e-06,
         "cache_creation_input_token_cost_above_272k_tokens": 5.5e-06,
+        "cache_creation_input_token_cost_above_272k_tokens_priority": 1.1e-05,
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         "cache_read_input_token_cost": 2.2e-07,
         "cache_read_input_token_cost_above_272k_tokens": 4.4e-07,
+        "cache_read_input_token_cost_above_272k_tokens_priority": 8.8e-07,
         "cache_read_input_token_cost_priority": 4.4e-07,
         "deprecation_date": "2028-01-11",
         "input_cost_per_token": 2.2e-06,
         "input_cost_per_token_above_272k_tokens": 4.4e-06,
+        "input_cost_per_token_above_272k_tokens_priority": 8.8e-06,
         "input_cost_per_token_priority": 4.4e-06,
         "litellm_provider": "azure",
         "max_input_tokens": 922000,
@@ -6929,6 +6940,7 @@
         "mode": "chat",
         "output_cost_per_token": 1.32e-05,
         "output_cost_per_token_above_272k_tokens": 1.98e-05,
+        "output_cost_per_token_above_272k_tokens_priority": 3.96e-05,
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         "search_context_cost_per_query": {
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@@ -6965,13 +6977,16 @@
     "azure/us/gpt-5.6-luna": {
         "cache_creation_input_token_cost": 2.75e-07,
         "cache_creation_input_token_cost_above_272k_tokens": 5.5e-07,
+        "cache_creation_input_token_cost_above_272k_tokens_priority": 1.1e-06,
         "cache_creation_input_token_cost_priority": 5.5e-07,
         "cache_read_input_token_cost": 2.2e-08,
         "cache_read_input_token_cost_above_272k_tokens": 4.4e-08,
+        "cache_read_input_token_cost_above_272k_tokens_priority": 8.8e-08,
         "cache_read_input_token_cost_priority": 4.4e-08,
         "deprecation_date": "2028-01-11",
         "input_cost_per_token": 2.2e-07,
         "input_cost_per_token_above_272k_tokens": 4.4e-07,
+        "input_cost_per_token_above_272k_tokens_priority": 8.8e-07,
         "input_cost_per_token_priority": 4.4e-07,
         "litellm_provider": "azure",
         "max_input_tokens": 922000,
@@ -6980,6 +6995,7 @@
         "mode": "chat",
         "output_cost_per_token": 1.32e-06,
         "output_cost_per_token_above_272k_tokens": 1.98e-06,
+        "output_cost_per_token_above_272k_tokens_priority": 3.96e-06,
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@@ -7016,12 +7032,15 @@
     "azure/eu/gpt-5.6": {
         "cache_creation_input_token_cost": 6.875e-06,
         "cache_creation_input_token_cost_above_272k_tokens": 1.375e-05,
+        "cache_creation_input_token_cost_above_272k_tokens_priority": 2.75e-05,
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         "cache_read_input_token_cost": 5.5e-07,
         "cache_read_input_token_cost_above_272k_tokens": 1.1e-06,
+        "cache_read_input_token_cost_above_272k_tokens_priority": 2.2e-06,
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         "input_cost_per_token_above_272k_tokens": 1.1e-05,
+        "input_cost_per_token_above_272k_tokens_priority": 2.2e-05,
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         "litellm_provider": "azure",
         "max_input_tokens": 922000,
@@ -7030,6 +7049,7 @@
         "mode": "chat",
         "output_cost_per_token": 3.3e-05,
         "output_cost_per_token_above_272k_tokens": 4.95e-05,
+        "output_cost_per_token_above_272k_tokens_priority": 9.9e-05,
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@@ -7066,13 +7086,16 @@
     "azure/eu/gpt-5.6-sol": {
         "cache_creation_input_token_cost": 6.875e-06,
         "cache_creation_input_token_cost_above_272k_tokens": 1.375e-05,
+        "cache_creation_input_token_cost_above_272k_tokens_priority": 2.75e-05,
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         "cache_read_input_token_cost": 5.5e-07,
         "cache_read_input_token_cost_above_272k_tokens": 1.1e-06,
+        "cache_read_input_token_cost_above_272k_tokens_priority": 2.2e-06,
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         "deprecation_date": "2028-01-11",
         "input_cost_per_token": 5.5e-06,
         "input_cost_per_token_above_272k_tokens": 1.1e-05,
+        "input_cost_per_token_above_272k_tokens_priority": 2.2e-05,
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         "litellm_provider": "azure",
         "max_input_tokens": 922000,
@@ -7081,6 +7104,7 @@
         "mode": "chat",
         "output_cost_per_token": 3.3e-05,
         "output_cost_per_token_above_272k_tokens": 4.95e-05,
+        "output_cost_per_token_above_272k_tokens_priority": 9.9e-05,
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@@ -7117,13 +7141,16 @@
     "azure/eu/gpt-5.6-terra": {
         "cache_creation_input_token_cost": 2.75e-06,
         "cache_creation_input_token_cost_above_272k_tokens": 5.5e-06,
+        "cache_creation_input_token_cost_above_272k_tokens_priority": 1.1e-05,
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         "cache_read_input_token_cost": 2.2e-07,
         "cache_read_input_token_cost_above_272k_tokens": 4.4e-07,
+        "cache_read_input_token_cost_above_272k_tokens_priority": 8.8e-07,
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         "deprecation_date": "2028-01-11",
         "input_cost_per_token": 2.2e-06,
         "input_cost_per_token_above_272k_tokens": 4.4e-06,
+        "input_cost_per_token_above_272k_tokens_priority": 8.8e-06,
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         "litellm_provider": "azure",
         "max_input_tokens": 922000,
@@ -7132,6 +7159,7 @@
         "mode": "chat",
         "output_cost_per_token": 1.32e-05,
         "output_cost_per_token_above_272k_tokens": 1.98e-05,
+        "output_cost_per_token_above_272k_tokens_priority": 3.96e-05,
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@@ -7168,13 +7196,16 @@
     "azure/eu/gpt-5.6-luna": {
         "cache_creation_input_token_cost": 2.75e-07,
         "cache_creation_input_token_cost_above_272k_tokens": 5.5e-07,
+        "cache_creation_input_token_cost_above_272k_tokens_priority": 1.1e-06,
         "cache_creation_input_token_cost_priority": 5.5e-07,
         "cache_read_input_token_cost": 2.2e-08,
         "cache_read_input_token_cost_above_272k_tokens": 4.4e-08,
+        "cache_read_input_token_cost_above_272k_tokens_priority": 8.8e-08,
         "cache_read_input_token_cost_priority": 4.4e-08,
         "deprecation_date": "2028-01-11",
         "input_cost_per_token": 2.2e-07,
         "input_cost_per_token_above_272k_tokens": 4.4e-07,
+        "input_cost_per_token_above_272k_tokens_priority": 8.8e-07,
         "input_cost_per_token_priority": 4.4e-07,
         "litellm_provider": "azure",
         "max_input_tokens": 922000,
@@ -7183,6 +7214,7 @@
         "mode": "chat",
         "output_cost_per_token": 1.32e-06,
         "output_cost_per_token_above_272k_tokens": 1.98e-06,
+        "output_cost_per_token_above_272k_tokens_priority": 3.96e-06,
         "output_cost_per_token_priority": 2.64e-06,
         "search_context_cost_per_query": {
             "search_context_size_high": 0.01,
diff --git a/tests/test_litellm/test_cost_calculator.py b/tests/test_litellm/test_cost_calculator.py
index cd58c780710..5c731d63cda 100644
--- a/tests/test_litellm/test_cost_calculator.py
+++ b/tests/test_litellm/test_cost_calculator.py
@@ -1777,12 +1777,11 @@ def test_azure_gpt_5_6_rates_match_azure_price_page(_local_model_cost_map, model
     zone = model.split("/")[1]
     if zone in ("us", "eu"):
         global_entry = litellm.model_cost["azure/" + model.split("/", 2)[2]]
-        token_cost_keys = [
-            key
-            for key in entry
-            if key.startswith(("input_cost_per_token", "output_cost_per_token", "cache_read", "cache_creation"))
-        ]
+        prefixes = ("input_cost_per_token", "output_cost_per_token", "cache_read", "cache_creation")
+        token_cost_keys = [key for key in entry if key.startswith(prefixes)]
+        global_token_cost_keys = [key for key in global_entry if key.startswith(prefixes)]
         assert len(token_cost_keys) >= 9
+        assert sorted(token_cost_keys) == sorted(global_token_cost_keys)
         for key in token_cost_keys:
             assert entry[key] == pytest.approx(global_entry[key] * 1.1), key