diff --git a/packages/relay/src/lib/clients/cache/localLRUCache.ts b/packages/relay/src/lib/clients/cache/localLRUCache.ts
index ab314f6cdf..dc9caa6594 100644
--- a/packages/relay/src/lib/clients/cache/localLRUCache.ts
+++ b/packages/relay/src/lib/clients/cache/localLRUCache.ts
@@ -127,9 +127,7 @@ export class LocalLRUCache implements ICacheClient {
   public async getRemainingTtl(key: string, callingMethod: string): Promise<number> {
     const cache = this.getCacheInstance(key);
     const remainingTtl = cache.getRemainingTTL(key); // in milliseconds
-    if (this.logger.isLevelEnabled('trace')) {
-      this.logger.trace(`returning remaining TTL ${key}:${remainingTtl} on ${callingMethod} call`);
-    }
+    this.logger.trace('returning remaining TTL %s:%s on %s call', key, remainingTtl, callingMethod);
     return remainingTtl;
   }
 
@@ -195,9 +193,7 @@ export class LocalLRUCache implements ICacheClient {
    * @param callingMethod - The name of the method calling the cache.
    */
   public async delete(key: string, callingMethod: string): Promise<void> {
-    if (this.logger.isLevelEnabled('trace')) {
-      this.logger.trace(`delete cache for ${key} on ${callingMethod} call`);
-    }
+    this.logger.trace('delete cache for %s on %s call', key, callingMethod);
     const cache = this.getCacheInstance(key);
     cache.delete(key);
   }
@@ -254,9 +250,7 @@ export class LocalLRUCache implements ICacheClient {
 
     const matchingKeys = keys.filter((key) => regex.test(key));
 
-    if (this.logger.isLevelEnabled('trace')) {
-      this.logger.trace(`retrieving keys matching ${pattern} on ${callingMethod} call`);
-    }
+    this.logger.trace('retrieving keys matching %s on %s call', pattern, callingMethod);
     return matchingKeys;
   }
 
diff --git a/packages/relay/src/lib/clients/cache/redisCache.ts b/packages/relay/src/lib/clients/cache/redisCache.ts
index 80c5f3ebfa..15b73672d8 100644
--- a/packages/relay/src/lib/clients/cache/redisCache.ts
+++ b/packages/relay/src/lib/clients/cache/redisCache.ts
@@ -149,9 +149,7 @@ export class RedisCache implements IRedisCacheClient {
     const message = `Caching ${censoredKey}:${censoredValue} on ${callingMethod} for ${
       resolvedTtl > 0 ? `${resolvedTtl} ms` : 'indefinite time'
     }`;
-    if (this.logger.isLevelEnabled('trace')) {
-      this.logger.trace(`${message}`);
-    }
+    this.logger.trace('%s', message);
     // TODO: add metrics
   }
 
diff --git a/packages/relay/src/lib/clients/mirrorNodeClient.ts b/packages/relay/src/lib/clients/mirrorNodeClient.ts
index f5396af534..ba2ec9ad64 100644
--- a/packages/relay/src/lib/clients/mirrorNodeClient.ts
+++ b/packages/relay/src/lib/clients/mirrorNodeClient.ts
@@ -148,7 +148,7 @@ export class MirrorNodeClient {
    */
   private readonly cacheService: CacheService;
 
-  static readonly EVM_ADDRESS_REGEX: RegExp = /\/accounts\/([\d\.]+)/;
+  static readonly EVM_ADDRESS_REGEX: RegExp = /\/accounts\/([\d.]+)/;
 
   public static readonly mirrorNodeContractResultsPageMax = ConfigService.get('MIRROR_NODE_CONTRACT_RESULTS_PG_MAX');
   public static readonly mirrorNodeContractResultsLogsPageMax = ConfigService.get(
@@ -224,9 +224,7 @@ export class MirrorNodeClient {
       retries: mirrorNodeRetries,
       retryDelay: (retryCount, error) => {
         const delay = mirrorNodeRetryDelay * retryCount;
-        if (this.logger.isLevelEnabled('trace')) {
-          this.logger.trace(`Retry delay ${delay} ms on '${error?.request?.path}'`);
-        }
+        this.logger.trace("Retry delay %s ms on '%s'", delay, error?.request?.path);
         return delay;
       },
       retryCondition: (error) => {
@@ -451,11 +449,12 @@ export class MirrorNodeClient {
     const acceptedErrorResponses = MirrorNodeClient.acceptedErrorStatusesResponsePerRequestPathMap.get(pathLabel);
 
     if (error.response && acceptedErrorResponses?.includes(effectiveStatusCode)) {
-      if (this.logger.isLevelEnabled('debug')) {
-        this.logger.debug(
-          `An accepted error occurred while communicating with the mirror node server: method=${method}, path=${path}, status=${effectiveStatusCode}`,
-        );
-      }
+      this.logger.debug(
+        'An accepted error occurred while communicating with the mirror node server: method=%s, path=%s, status=%s',
+        method,
+        path,
+        effectiveStatusCode,
+      );
       return null;
     }
 
@@ -496,9 +495,7 @@ export class MirrorNodeClient {
 
     if (page === pageMax) {
       // max page reached
-      if (this.logger.isLevelEnabled('trace')) {
-        this.logger.trace(`Max page reached ${pageMax} with ${results.length} results`);
-      }
+      this.logger.trace('Max page reached %s with %s results', pageMax, results.length);
       throw predefined.PAGINATION_MAX(pageMax);
     }
 
@@ -1539,11 +1536,11 @@ export class MirrorNodeClient {
     operatorAccountId: string,
     requestDetails: RequestDetails,
   ): Promise<ITransactionRecordMetric> {
-    if (this.logger.isLevelEnabled('debug')) {
-      this.logger.debug(
-        `Get transaction record via mirror node: transactionId=${transactionId}, txConstructorName=${txConstructorName}`,
-      );
-    }
+    this.logger.debug(
+      'Get transaction record via mirror node: transactionId=%s, txConstructorName=%s',
+      transactionId,
+      txConstructorName,
+    );
 
     // Create a modified copy of requestDetails
     const modifiedRequestDetails = new RequestDetails({
diff --git a/packages/relay/src/lib/clients/sdkClient.ts b/packages/relay/src/lib/clients/sdkClient.ts
index bffab5ce30..b35fdaee5e 100644
--- a/packages/relay/src/lib/clients/sdkClient.ts
+++ b/packages/relay/src/lib/clients/sdkClient.ts
@@ -557,11 +557,11 @@ export class SDKClient {
     let transactionFee: number = 0;
     let txRecordChargeAmount: number = 0;
     try {
-      if (this.logger.isLevelEnabled('debug')) {
-        this.logger.debug(
-          `Get transaction record via consensus node: transactionId=${transactionId}, txConstructorName=${txConstructorName}`,
-        );
-      }
+      this.logger.debug(
+        'Get transaction record via consensus node: transactionId=%s, txConstructorName=%s',
+        transactionId,
+        txConstructorName,
+      );
 
       const transactionRecord = await new TransactionRecordQuery()
         .setTransactionId(transactionId)
diff --git a/packages/relay/src/lib/config/hbarSpendingPlanConfigService.ts b/packages/relay/src/lib/config/hbarSpendingPlanConfigService.ts
index ca471d22c5..6fe37318e9 100644
--- a/packages/relay/src/lib/config/hbarSpendingPlanConfigService.ts
+++ b/packages/relay/src/lib/config/hbarSpendingPlanConfigService.ts
@@ -112,9 +112,7 @@ export class HbarSpendingPlanConfigService {
     const spendingPlanConfig = ConfigService.get('HBAR_SPENDING_PLANS_CONFIG');
 
     if (!spendingPlanConfig) {
-      if (logger.isLevelEnabled('trace')) {
-        logger.trace('HBAR_SPENDING_PLANS_CONFIG is undefined');
-      }
+      logger.trace('HBAR_SPENDING_PLANS_CONFIG is undefined');
       return [];
     }
 
@@ -123,22 +121,17 @@ export class HbarSpendingPlanConfigService {
       return JSON.parse(spendingPlanConfig) as SpendingPlanConfig[];
     } catch (jsonParseError: any) {
       // If parsing as JSON fails, treat it as a file path
-      if (logger.isLevelEnabled('trace')) {
-        logger.trace(
-          `Failed to parse HBAR_SPENDING_PLAN as JSON: ${jsonParseError.message}, now treating it as a file path...`,
-        );
-      }
+      logger.trace(
+        'Failed to parse HBAR_SPENDING_PLAN as JSON: %s, now treating it as a file path...',
+        jsonParseError.message,
+      );
       try {
         const configFilePath = findConfig(spendingPlanConfig);
         if (configFilePath && fs.existsSync(configFilePath)) {
           const fileContent = fs.readFileSync(configFilePath, 'utf-8');
           return JSON.parse(fileContent) as SpendingPlanConfig[];
         } else {
-          if (logger.isLevelEnabled('trace')) {
-            logger.trace(
-              `HBAR Spending Configuration file not found at path "${configFilePath ?? spendingPlanConfig}"`,
-            );
-          }
+          logger.trace('HBAR Spending Configuration file not found at path "%s"', configFilePath ?? spendingPlanConfig);
           return [];
         }
       } catch (fileError: any) {
@@ -217,11 +210,11 @@ export class HbarSpendingPlanConfigService {
    */
   private async updatePlanAssociations(spendingPlanConfigs: SpendingPlanConfig[]): Promise<void> {
     for (const planConfig of spendingPlanConfigs) {
-      if (this.logger.isLevelEnabled('trace')) {
-        this.logger.trace(
-          `Updating associations for HBAR spending plan '${planConfig.name}' with ID ${planConfig.id}...`,
-        );
-      }
+      this.logger.trace(
+        "Updating associations for HBAR spending plan '%s' with ID %s...",
+        planConfig.name,
+        planConfig.id,
+      );
       await this.deleteObsoleteEvmAddressAssociations(planConfig);
       await this.deleteObsoleteIpAddressAssociations(planConfig);
       await this.updateEvmAddressAssociations(planConfig);
diff --git a/packages/relay/src/lib/db/repositories/hbarLimiter/evmAddressHbarSpendingPlanRepository.ts b/packages/relay/src/lib/db/repositories/hbarLimiter/evmAddressHbarSpendingPlanRepository.ts
index 5fee2d106d..9359c645d2 100644
--- a/packages/relay/src/lib/db/repositories/hbarLimiter/evmAddressHbarSpendingPlanRepository.ts
+++ b/packages/relay/src/lib/db/repositories/hbarLimiter/evmAddressHbarSpendingPlanRepository.ts
@@ -69,9 +69,7 @@ export class EvmAddressHbarSpendingPlanRepository {
     for (const key of keys) {
       const addressPlan = await this.cache.getAsync<IEvmAddressHbarSpendingPlan>(key, callingMethod);
       if (addressPlan?.planId === planId) {
-        if (this.logger.isLevelEnabled('trace')) {
-          this.logger.trace(`Removing EVM address ${addressPlan.evmAddress} from HbarSpendingPlan with ID ${planId}`);
-        }
+        this.logger.trace('Removing EVM address %s from HbarSpendingPlan with ID %s', addressPlan.evmAddress, planId);
         await this.cache.delete(key, callingMethod);
       }
     }
@@ -89,11 +87,11 @@ export class EvmAddressHbarSpendingPlanRepository {
     if (!addressPlan) {
       throw new EvmAddressHbarSpendingPlanNotFoundError(evmAddress);
     }
-    if (this.logger.isLevelEnabled('debug')) {
-      this.logger.debug(
-        `Retrieved link between EVM address ${evmAddress} and HbarSpendingPlan with ID ${addressPlan.planId}`,
-      );
-    }
+    this.logger.debug(
+      'Retrieved link between EVM address %s and HbarSpendingPlan with ID %s',
+      evmAddress,
+      addressPlan.planId,
+    );
     return new EvmAddressHbarSpendingPlan(addressPlan);
   }
 
@@ -107,11 +105,11 @@ export class EvmAddressHbarSpendingPlanRepository {
   async save(addressPlan: IEvmAddressHbarSpendingPlan, ttl: number): Promise<void> {
     const key = this.getKey(addressPlan.evmAddress);
     await this.cache.set(key, addressPlan, 'save', ttl);
-    if (this.logger.isLevelEnabled('debug')) {
-      this.logger.debug(
-        `Linked EVM address ${addressPlan.evmAddress} to HbarSpendingPlan with ID ${addressPlan.planId}`,
-      );
-    }
+    this.logger.debug(
+      'Linked EVM address %s to HbarSpendingPlan with ID %s',
+      addressPlan.evmAddress,
+      addressPlan.planId,
+    );
   }
 
   /**
@@ -127,9 +125,7 @@ export class EvmAddressHbarSpendingPlanRepository {
     const errorMessage = evmAddressPlan
       ? `Removed EVM address ${evmAddress} from HbarSpendingPlan with ID ${evmAddressPlan.planId}`
       : `Trying to remove EVM address ${evmAddress}, which is not linked to a spending plan`;
-    if (this.logger.isLevelEnabled('trace')) {
-      this.logger.trace(`${errorMessage}`);
-    }
+    this.logger.trace('%s', errorMessage);
   }
 
   /**
diff --git a/packages/relay/src/lib/db/repositories/hbarLimiter/hbarSpendingPlanRepository.ts b/packages/relay/src/lib/db/repositories/hbarLimiter/hbarSpendingPlanRepository.ts
index ed12b49ef1..f0db4af577 100644
--- a/packages/relay/src/lib/db/repositories/hbarLimiter/hbarSpendingPlanRepository.ts
+++ b/packages/relay/src/lib/db/repositories/hbarLimiter/hbarSpendingPlanRepository.ts
@@ -42,9 +42,7 @@ export class HbarSpendingPlanRepository {
     if (!plan) {
       throw new HbarSpendingPlanNotFoundError(id);
     }
-    if (this.logger.isLevelEnabled('debug')) {
-      this.logger.debug(`Retrieved subscription with ID ${id}`);
-    }
+    this.logger.debug('Retrieved subscription with ID %s', id);
     return {
       ...plan,
       createdAt: new Date(plan.createdAt),
@@ -81,18 +79,14 @@ export class HbarSpendingPlanRepository {
       spendingHistory: [],
       amountSpent: 0,
     };
-    if (this.logger.isLevelEnabled('debug')) {
-      this.logger.debug(`Creating HbarSpendingPlan with ID ${plan.id}...`);
-    }
+    this.logger.debug('Creating HbarSpendingPlan with ID %s...', plan.id);
     const key = this.getKey(plan.id);
     await this.cache.set(key, plan, 'create', ttl);
     return new HbarSpendingPlan(plan);
   }
 
   async delete(id: string): Promise<void> {
-    if (this.logger.isLevelEnabled('trace')) {
-      this.logger.trace(`Deleting HbarSpendingPlan with ID ${id}...`);
-    }
+    this.logger.trace('Deleting HbarSpendingPlan with ID %s...', id);
     const key = this.getKey(id);
     await this.cache.delete(key, 'delete');
   }
@@ -117,9 +111,7 @@ export class HbarSpendingPlanRepository {
   async getSpendingHistory(id: string): Promise<IHbarSpendingRecord[]> {
     await this.checkExistsAndActive(id);
 
-    if (this.logger.isLevelEnabled('trace')) {
-      this.logger.trace(`Retrieving spending history for HbarSpendingPlan with ID ${id}...`);
-    }
+    this.logger.trace('Retrieving spending history for HbarSpendingPlan with ID %s...', id);
     const key = this.getSpendingHistoryKey(id);
     const spendingHistory = await this.cache.lRange<IHbarSpendingRecord>(key, 0, -1, 'getSpendingHistory');
     return spendingHistory.map((entry) => new HbarSpendingRecord(entry));
@@ -134,9 +126,7 @@ export class HbarSpendingPlanRepository {
   async addAmountToSpendingHistory(id: string, amount: number): Promise<number> {
     await this.checkExistsAndActive(id);
 
-    if (this.logger.isLevelEnabled('trace')) {
-      this.logger.trace(`Adding ${amount} to spending history for HbarSpendingPlan with ID ${id}...`);
-    }
+    this.logger.trace('Adding %s to spending history for HbarSpendingPlan with ID %s...', amount, id);
     const key = this.getSpendingHistoryKey(id);
     const entry: IHbarSpendingRecord = { amount, timestamp: new Date() };
     return this.cache.rPush(key, entry, 'addAmountToSpendingHistory');
@@ -150,9 +140,7 @@ export class HbarSpendingPlanRepository {
   async getAmountSpent(id: string): Promise<number> {
     await this.checkExistsAndActive(id);
 
-    if (this.logger.isLevelEnabled('debug')) {
-      this.logger.debug(`Retrieving amountSpent for HbarSpendingPlan with ID ${id}...`);
-    }
+    this.logger.debug('Retrieving amountSpent for HbarSpendingPlan with ID %s...', id);
     const key = this.getAmountSpentKey(id);
     return this.cache.getAsync(key, 'getAmountSpent').then((amountSpent) => parseInt(amountSpent ?? '0'));
   }
@@ -162,15 +150,11 @@ export class HbarSpendingPlanRepository {
    * @returns - A promise that resolves when the operation is complete.
    */
   async resetAmountSpentOfAllPlans(): Promise<void> {
-    if (this.logger.isLevelEnabled('trace')) {
-      this.logger.trace(`Resetting the \`amountSpent\` entries for all HbarSpendingPlans...`);
-    }
+    this.logger.trace('Resetting the `amountSpent` entries for all HbarSpendingPlans...');
     const callerMethod = this.resetAmountSpentOfAllPlans.name;
     const keys = await this.cache.keys(this.getAmountSpentKey('*'), callerMethod);
     await Promise.all(keys.map((key) => this.cache.delete(key, callerMethod)));
-    if (this.logger.isLevelEnabled('trace')) {
-      this.logger.trace(`Successfully reset ${keys.length} "amountSpent" entries for HbarSpendingPlans.`);
-    }
+    this.logger.trace('Successfully reset %s "amountSpent" entries for HbarSpendingPlans.', keys.length);
   }
 
   /**
@@ -185,14 +169,10 @@ export class HbarSpendingPlanRepository {
 
     const key = this.getAmountSpentKey(id);
     if (!(await this.cache.getAsync(key, 'addToAmountSpent'))) {
-      if (this.logger.isLevelEnabled('trace')) {
-        this.logger.trace(`No spending yet for HbarSpendingPlan with ID ${id}, setting amountSpent to ${amount}...`);
-      }
+      this.logger.trace('No spending yet for HbarSpendingPlan with ID %s, setting amountSpent to %s...', id, amount);
       await this.cache.set(key, amount, 'addToAmountSpent', ttl);
     } else {
-      if (this.logger.isLevelEnabled('debug')) {
-        this.logger.debug(`Adding ${amount} to amountSpent for HbarSpendingPlan with ID ${id}...`);
-      }
+      this.logger.debug('Adding %s to amountSpent for HbarSpendingPlan with ID %s...', amount, id);
       await this.cache.incrBy(key, amount, 'addToAmountSpent');
     }
   }
diff --git a/packages/relay/src/lib/db/repositories/hbarLimiter/ipAddressHbarSpendingPlanRepository.ts b/packages/relay/src/lib/db/repositories/hbarLimiter/ipAddressHbarSpendingPlanRepository.ts
index f1b973a908..f946de0328 100644
--- a/packages/relay/src/lib/db/repositories/hbarLimiter/ipAddressHbarSpendingPlanRepository.ts
+++ b/packages/relay/src/lib/db/repositories/hbarLimiter/ipAddressHbarSpendingPlanRepository.ts
@@ -69,9 +69,7 @@ export class IPAddressHbarSpendingPlanRepository {
     for (const key of keys) {
       const addressPlan = await this.cache.getAsync<IIPAddressHbarSpendingPlan>(key, callingMethod);
       if (addressPlan?.planId === planId) {
-        if (this.logger.isLevelEnabled('trace')) {
-          this.logger.trace(`Removing IP address from HbarSpendingPlan with ID ${planId}`);
-        }
+        this.logger.trace('Removing IP address from HbarSpendingPlan with ID %s', planId);
         await this.cache.delete(key, callingMethod);
       }
     }
@@ -89,9 +87,7 @@ export class IPAddressHbarSpendingPlanRepository {
     if (!addressPlan) {
       throw new IPAddressHbarSpendingPlanNotFoundError(ipAddress);
     }
-    if (this.logger.isLevelEnabled('trace')) {
-      this.logger.trace(`Retrieved link between IP address and HbarSpendingPlan with ID ${addressPlan.planId}`);
-    }
+    this.logger.trace('Retrieved link between IP address and HbarSpendingPlan with ID %s', addressPlan.planId);
     return new IPAddressHbarSpendingPlan(addressPlan);
   }
 
@@ -121,9 +117,7 @@ export class IPAddressHbarSpendingPlanRepository {
     const errorMessage = ipAddressSpendingPlan
       ? `Removed IP address from HbarSpendingPlan with ID ${ipAddressSpendingPlan.planId}`
       : `Trying to remove an IP address, which is not linked to a spending plan`;
-    if (this.logger.isLevelEnabled('trace')) {
-      this.logger.trace(`${errorMessage}`);
-    }
+    this.logger.trace('%s', errorMessage);
   }
 
   /**
diff --git a/packages/relay/src/lib/debug.ts b/packages/relay/src/lib/debug.ts
index 098331a410..7e3197a2ca 100644
--- a/packages/relay/src/lib/debug.ts
+++ b/packages/relay/src/lib/debug.ts
@@ -115,10 +115,6 @@ export class DebugImpl implements Debug {
     tracerObject: TransactionTracerConfig,
     requestDetails: RequestDetails,
   ): Promise<any> {
-    if (this.logger.isLevelEnabled('trace')) {
-      this.logger.trace(`traceTransaction(${transactionIdOrHash})`);
-    }
-
     //we use a wrapper since we accept a transaction where a second param with tracer/tracerConfig may not be provided
     //and we will still default to opcodeLogger
     const tracer = tracerObject?.tracer ?? TracerType.OpcodeLogger;
diff --git a/packages/relay/src/lib/dispatcher/rpcMethodDispatcher.ts b/packages/relay/src/lib/dispatcher/rpcMethodDispatcher.ts
index 514be8d028..2dc0c3ae06 100644
--- a/packages/relay/src/lib/dispatcher/rpcMethodDispatcher.ts
+++ b/packages/relay/src/lib/dispatcher/rpcMethodDispatcher.ts
@@ -79,9 +79,7 @@ export class RpcMethodDispatcher {
     const operationHandler = this.methodRegistry.get(rpcMethodName);
 
     if (!operationHandler) {
-      if (this.logger.isLevelEnabled('debug')) {
-        this.logger.debug(`RPC method not found in registry: rpcMethodName=${rpcMethodName}`);
-      }
+      this.logger.debug('RPC method not found in registry: rpcMethodName=%s', rpcMethodName);
 
       throw this.throwUnregisteredRpcMethods(rpcMethodName);
     }
@@ -90,11 +88,11 @@ export class RpcMethodDispatcher {
     const methodParamSchemas = operationHandler[RPC_PARAM_VALIDATION_RULES_KEY];
 
     if (methodParamSchemas) {
-      if (this.logger.isLevelEnabled('info')) {
-        this.logger.info(
-          `Validating method parameters for ${rpcMethodName}, params: ${JSON.stringify(rpcMethodParams)}`,
-        );
-      }
+      this.logger.info(
+        'Validating method parameters for %s, params: %s',
+        rpcMethodName,
+        JSON.stringify(rpcMethodParams),
+      );
       validateParams(rpcMethodParams, methodParamSchemas);
     }
 
diff --git a/packages/relay/src/lib/eth.ts b/packages/relay/src/lib/eth.ts
index 2c75057a26..94435329fb 100644
--- a/packages/relay/src/lib/eth.ts
+++ b/packages/relay/src/lib/eth.ts
@@ -205,9 +205,6 @@ export class EthImpl implements Eth {
   @rpcMethod
   @rpcParamLayoutConfig(RPC_LAYOUT.REQUEST_DETAILS_ONLY)
   async blockNumber(requestDetails: RequestDetails): Promise<string> {
-    if (this.logger.isLevelEnabled('trace')) {
-      this.logger.trace(`blockNumber()`);
-    }
     return await this.common.getLatestBlockNumber(requestDetails);
   }
 
@@ -224,9 +221,6 @@ export class EthImpl implements Eth {
   @rpcMethod
   @rpcParamLayoutConfig(RPC_LAYOUT.REQUEST_DETAILS_ONLY)
   chainId(): string {
-    if (this.logger.isLevelEnabled('trace')) {
-      this.logger.trace(`chainId()`);
-    }
     return this.chain;
   }
 
@@ -297,9 +291,6 @@ export class EthImpl implements Eth {
   @rpcMethod
   @rpcParamLayoutConfig(RPC_LAYOUT.REQUEST_DETAILS_ONLY)
   async mining(): Promise<boolean> {
-    if (this.logger.isLevelEnabled('trace')) {
-      this.logger.trace('mining()');
-    }
     return false;
   }
 
@@ -340,9 +331,6 @@ export class EthImpl implements Eth {
     0: { type: 'hex', required: true },
   })
   async getFilterLogs(filterId: string, requestDetails: RequestDetails): Promise<Log[]> {
-    if (this.logger.isLevelEnabled('trace')) {
-      this.logger.trace(`getFilterLogs(${filterId})`);
-    }
     return this.filterService.getFilterLogs(filterId, requestDetails);
   }
 
@@ -361,9 +349,6 @@ export class EthImpl implements Eth {
     0: { type: 'hex', required: true },
   })
   async getFilterChanges(filterId: string, requestDetails: RequestDetails): Promise<string[] | Log[]> {
-    if (this.logger.isLevelEnabled('trace')) {
-      this.logger.trace(`getFilterChanges(${filterId})`);
-    }
     return this.filterService.getFilterChanges(filterId, requestDetails);
   }
 
@@ -379,9 +364,6 @@ export class EthImpl implements Eth {
   @rpcMethod
   @rpcParamLayoutConfig(RPC_LAYOUT.REQUEST_DETAILS_ONLY)
   async newBlockFilter(requestDetails: RequestDetails): Promise<string> {
-    if (this.logger.isLevelEnabled('trace')) {
-      this.logger.trace('newBlockFilter()');
-    }
     return this.filterService.newBlockFilter(requestDetails);
   }
 
@@ -399,9 +381,6 @@ export class EthImpl implements Eth {
     0: { type: 'hex', required: true },
   })
   async uninstallFilter(filterId: string): Promise<boolean> {
-    if (this.logger.isLevelEnabled('trace')) {
-      this.logger.trace(`uninstallFilter(${filterId})`);
-    }
     return this.filterService.uninstallFilter(filterId);
   }
 
@@ -417,9 +396,6 @@ export class EthImpl implements Eth {
   @rpcMethod
   @rpcParamLayoutConfig(RPC_LAYOUT.REQUEST_DETAILS_ONLY)
   newPendingTransactionFilter(): JsonRpcError {
-    if (this.logger.isLevelEnabled('trace')) {
-      this.logger.trace('newPendingTransactionFilter()');
-    }
     return predefined.UNSUPPORTED_METHOD;
   }
 
@@ -429,9 +405,6 @@ export class EthImpl implements Eth {
   @rpcMethod
   @rpcParamLayoutConfig(RPC_LAYOUT.REQUEST_DETAILS_ONLY)
   async submitWork(): Promise<boolean> {
-    if (this.logger.isLevelEnabled('trace')) {
-      this.logger.trace('submitWork()');
-    }
     return false;
   }
 
@@ -441,9 +414,6 @@ export class EthImpl implements Eth {
   @rpcMethod
   @rpcParamLayoutConfig(RPC_LAYOUT.REQUEST_DETAILS_ONLY)
   async syncing(): Promise<boolean> {
-    if (this.logger.isLevelEnabled('trace')) {
-      this.logger.trace('syncing()');
-    }
     return false;
   }
 
@@ -525,9 +495,6 @@ export class EthImpl implements Eth {
   @rpcMethod
   @rpcParamLayoutConfig(RPC_LAYOUT.REQUEST_DETAILS_ONLY)
   async hashrate(): Promise<string> {
-    if (this.logger.isLevelEnabled('trace')) {
-      this.logger.trace('hashrate()');
-    }
     return constants.ZERO_HEX;
   }
 
@@ -542,9 +509,6 @@ export class EthImpl implements Eth {
   @rpcMethod
   @rpcParamLayoutConfig(RPC_LAYOUT.REQUEST_DETAILS_ONLY)
   getWork(): JsonRpcError {
-    if (this.logger.isLevelEnabled('trace')) {
-      this.logger.trace('getWork()');
-    }
     return predefined.UNSUPPORTED_METHOD;
   }
 
@@ -559,9 +523,6 @@ export class EthImpl implements Eth {
   @rpcMethod
   @rpcParamLayoutConfig(RPC_LAYOUT.REQUEST_DETAILS_ONLY)
   submitHashrate(): JsonRpcError {
-    if (this.logger.isLevelEnabled('trace')) {
-      this.logger.trace('submitHashrate()');
-    }
     return predefined.UNSUPPORTED_METHOD;
   }
 
@@ -618,9 +579,6 @@ export class EthImpl implements Eth {
   @rpcMethod
   @rpcParamLayoutConfig(RPC_LAYOUT.REQUEST_DETAILS_ONLY)
   protocolVersion(): JsonRpcError {
-    if (this.logger.isLevelEnabled('trace')) {
-      this.logger.trace('protocolVersion()');
-    }
     return predefined.UNSUPPORTED_METHOD;
   }
 
@@ -635,9 +593,6 @@ export class EthImpl implements Eth {
   @rpcMethod
   @rpcParamLayoutConfig(RPC_LAYOUT.REQUEST_DETAILS_ONLY)
   coinbase(): JsonRpcError {
-    if (this.logger.isLevelEnabled('trace')) {
-      this.logger.trace('coinbase()');
-    }
     return predefined.UNSUPPORTED_METHOD;
   }
 
@@ -652,9 +607,6 @@ export class EthImpl implements Eth {
   @rpcMethod
   @rpcParamLayoutConfig(RPC_LAYOUT.REQUEST_DETAILS_ONLY)
   simulateV1(): JsonRpcError {
-    if (this.logger.isLevelEnabled('trace')) {
-      this.logger.trace('simulateV1()');
-    }
     return predefined.UNSUPPORTED_METHOD;
   }
 
@@ -669,9 +621,6 @@ export class EthImpl implements Eth {
   @rpcMethod
   @rpcParamLayoutConfig(RPC_LAYOUT.REQUEST_DETAILS_ONLY)
   blobBaseFee(): JsonRpcError {
-    if (this.logger.isLevelEnabled('trace')) {
-      this.logger.trace('blobBaseFee()');
-    }
     return predefined.UNSUPPORTED_METHOD;
   }
 
@@ -983,10 +932,6 @@ export class EthImpl implements Eth {
       `call({to=${call.to}, from=${call.from}, data=${callData}, gas=${call.gas}, gasPrice=${call.gasPrice} blockParam=${blockParam}, estimate=${call.estimate})`,
     );
     // log request info and increment metrics counter
-    const callDataSize = callData ? callData.length : 0;
-    if (this.logger.isLevelEnabled('trace')) {
-      this.logger.trace(`call data size: ${callDataSize}`);
-    }
 
     this.eventEmitter.emit('eth_execution', {
       method: constants.ETH_CALL,
@@ -1093,9 +1038,6 @@ export class EthImpl implements Eth {
   @rpcMethod
   @rpcParamLayoutConfig(RPC_LAYOUT.REQUEST_DETAILS_ONLY)
   async maxPriorityFeePerGas(): Promise<string> {
-    if (this.logger.isLevelEnabled('trace')) {
-      this.logger.trace('maxPriorityFeePerGas()');
-    }
     return constants.ZERO_HEX;
   }
 
@@ -1134,9 +1076,6 @@ export class EthImpl implements Eth {
   @rpcMethod
   @rpcParamLayoutConfig(RPC_LAYOUT.REQUEST_DETAILS_ONLY)
   getProof(): JsonRpcError {
-    if (this.logger.isLevelEnabled('trace')) {
-      this.logger.trace('getProof()');
-    }
     return predefined.UNSUPPORTED_METHOD;
   }
 
@@ -1152,9 +1091,6 @@ export class EthImpl implements Eth {
   @rpcMethod
   @rpcParamLayoutConfig(RPC_LAYOUT.REQUEST_DETAILS_ONLY)
   createAccessList(): JsonRpcError {
-    if (this.logger.isLevelEnabled('trace')) {
-      this.logger.trace('createAccessList()');
-    }
     return predefined.UNSUPPORTED_METHOD;
   }
 }
diff --git a/packages/relay/src/lib/precheck.ts b/packages/relay/src/lib/precheck.ts
index 1da6a082a8..4bec3f2576 100644
--- a/packages/relay/src/lib/precheck.ts
+++ b/packages/relay/src/lib/precheck.ts
@@ -108,11 +108,11 @@ export class Precheck {
    * @param accountInfoNonce - The nonce of the account.
    */
   nonce(tx: Transaction, accountInfoNonce: number): void {
-    if (this.logger.isLevelEnabled('trace')) {
-      this.logger.trace(
-        `Nonce precheck for sendRawTransaction(tx.nonce=${tx.nonce}, accountInfoNonce=${accountInfoNonce})`,
-      );
-    }
+    this.logger.trace(
+      'Nonce precheck for sendRawTransaction(tx.nonce=%s, accountInfoNonce=%s)',
+      tx.nonce,
+      accountInfoNonce,
+    );
 
     if (accountInfoNonce > tx.nonce) {
       throw predefined.NONCE_TOO_LOW(tx.nonce, accountInfoNonce);
diff --git a/packages/relay/src/lib/services/ethService/accountService/AccountService.ts b/packages/relay/src/lib/services/ethService/accountService/AccountService.ts
index 95970ad779..45bf165ea4 100644
--- a/packages/relay/src/lib/services/ethService/accountService/AccountService.ts
+++ b/packages/relay/src/lib/services/ethService/accountService/AccountService.ts
@@ -99,9 +99,7 @@ export class AccountService implements IAccountService {
     blockNumberOrTagOrHash: string,
     requestDetails: RequestDetails,
   ): Promise<string> {
-    if (this.logger.isLevelEnabled('trace')) {
-      this.logger.trace(`getBalance(account=${account}, blockNumberOrTag=${blockNumberOrTagOrHash})`);
-    }
+    this.logger.trace('getBalance(account=%s, blockNumberOrTag=%s)', account, blockNumberOrTagOrHash);
 
     let latestBlock: LatestBlockNumberTimestamp | null | undefined;
     // this check is required, because some tools like Metamask pass for parameter latest block, with a number (ex 0x30ea)
diff --git a/packages/relay/src/lib/services/ethService/blockService/BlockService.ts b/packages/relay/src/lib/services/ethService/blockService/BlockService.ts
index 109a74515c..6607a39bb5 100644
--- a/packages/relay/src/lib/services/ethService/blockService/BlockService.ts
+++ b/packages/relay/src/lib/services/ethService/blockService/BlockService.ts
@@ -155,11 +155,11 @@ export class BlockService implements IBlockService {
 
     const receiptPromises = contractResults.map(async (contractResult) => {
       if (Utils.isRevertedDueToHederaSpecificValidation(contractResult)) {
-        if (this.logger.isLevelEnabled('debug')) {
-          this.logger.debug(
-            `Transaction with hash ${contractResult.hash} is skipped due to hedera-specific validation failure (${contractResult.result})`,
-          );
-        }
+        this.logger.debug(
+          'Transaction with hash %s is skipped due to hedera-specific validation failure (%s)',
+          contractResult.hash,
+          contractResult.result,
+        );
         return null;
       }
 
diff --git a/packages/relay/src/lib/services/ethService/contractService/ContractService.ts b/packages/relay/src/lib/services/ethService/contractService/ContractService.ts
index 64a610cc54..897008e587 100644
--- a/packages/relay/src/lib/services/ethService/contractService/ContractService.ts
+++ b/packages/relay/src/lib/services/ethService/contractService/ContractService.ts
@@ -100,9 +100,7 @@ export class ContractService implements IContractService {
    * @returns An empty array of addresses
    */
   public accounts(): [] {
-    if (this.logger.isLevelEnabled('trace')) {
-      this.logger.trace(`accounts()`);
-    }
+    this.logger.trace('accounts()');
     return [];
   }
 
diff --git a/packages/relay/src/lib/services/ethService/ethCommonService/CommonService.ts b/packages/relay/src/lib/services/ethService/ethCommonService/CommonService.ts
index 5419ba2d13..7368f79be9 100644
--- a/packages/relay/src/lib/services/ethService/ethCommonService/CommonService.ts
+++ b/packages/relay/src/lib/services/ethService/ethCommonService/CommonService.ts
@@ -225,20 +225,19 @@ export class CommonService implements ICommonService {
     returnLatest: boolean = true,
   ): Promise<any> {
     if (!returnLatest && this.blockTagIsLatestOrPending(blockNumberOrTagOrHash)) {
-      if (this.logger.isLevelEnabled('debug')) {
-        this.logger.debug(
-          `Detected a contradiction between blockNumberOrTagOrHash and returnLatest. The request does not target the latest block, yet blockNumberOrTagOrHash representing latest or pending: returnLatest=${returnLatest}, blockNumberOrTagOrHash=${blockNumberOrTagOrHash}`,
-        );
-      }
+      this.logger.debug(
+        'Detected a contradiction between blockNumberOrTagOrHash and returnLatest. The request does not target the latest block, yet blockNumberOrTagOrHash representing latest or pending: returnLatest=%s, blockNumberOrTagOrHash=%s',
+        returnLatest,
+        blockNumberOrTagOrHash,
+      );
       return null;
     }
 
     if (blockNumberOrTagOrHash === constants.EMPTY_HEX) {
-      if (this.logger.isLevelEnabled('debug')) {
-        this.logger.debug(
-          `Invalid input detected in getHistoricalBlockResponse(): blockNumberOrTagOrHash=${blockNumberOrTagOrHash}.`,
-        );
-      }
+      this.logger.debug(
+        'Invalid input detected in getHistoricalBlockResponse(): blockNumberOrTagOrHash=%s.',
+        blockNumberOrTagOrHash,
+      );
       return null;
     }
 
@@ -469,9 +468,7 @@ export class CommonService implements ICommonService {
    * @param requestDetails
    */
   public async gasPrice(requestDetails: RequestDetails): Promise<string> {
-    if (this.logger.isLevelEnabled('trace')) {
-      this.logger.trace(`eth_gasPrice`);
-    }
+    this.logger.trace('eth_gasPrice');
 
     try {
       const gasPrice = Utils.addPercentageBufferToGasPrice(await this.getGasPriceInWeibars(requestDetails));
diff --git a/packages/relay/src/lib/services/ethService/feeService/FeeService.ts b/packages/relay/src/lib/services/ethService/feeService/FeeService.ts
index b626fe2742..1fc8c60052 100644
--- a/packages/relay/src/lib/services/ethService/feeService/FeeService.ts
+++ b/packages/relay/src/lib/services/ethService/feeService/FeeService.ts
@@ -139,9 +139,7 @@ export class FeeService implements IFeeService {
    * @param requestDetails
    */
   public async maxPriorityFeePerGas(): Promise<string> {
-    if (this.logger.isLevelEnabled('trace')) {
-      this.logger.trace('maxPriorityFeePerGas()');
-    }
+    this.logger.trace('maxPriorityFeePerGas()');
 
     return constants.ZERO_HEX;
   }
diff --git a/packages/relay/src/lib/services/ethService/transactionService/TransactionService.ts b/packages/relay/src/lib/services/ethService/transactionService/TransactionService.ts
index 6a1b80816f..3439a241bc 100644
--- a/packages/relay/src/lib/services/ethService/transactionService/TransactionService.ts
+++ b/packages/relay/src/lib/services/ethService/transactionService/TransactionService.ts
@@ -106,9 +106,7 @@ export class TransactionService implements ITransactionService {
     transactionIndex: string,
     requestDetails: RequestDetails,
   ): Promise<Transaction | null> {
-    if (this.logger.isLevelEnabled('trace')) {
-      this.logger.trace(`getTransactionByBlockHashAndIndex(hash=${blockHash}, index=${transactionIndex})`);
-    }
+    this.logger.trace('getTransactionByBlockHashAndIndex(hash=%s, index=%s)', blockHash, transactionIndex);
 
     try {
       return await this.getTransactionByBlockHashOrBlockNumAndIndex(
diff --git a/packages/relay/src/lib/services/hbarLimitService/index.ts b/packages/relay/src/lib/services/hbarLimitService/index.ts
index 40f708a9fa..1cab823ace 100644
--- a/packages/relay/src/lib/services/hbarLimitService/index.ts
+++ b/packages/relay/src/lib/services/hbarLimitService/index.ts
@@ -174,9 +174,7 @@ export class HbarLimitService implements IHbarLimitService {
    * @returns {Promise<void>} - A promise that resolves when the operation is complete.
    */
   async resetLimiter(requestDetails: RequestDetails): Promise<void> {
-    if (this.logger.isLevelEnabled('trace')) {
-      this.logger.trace(`Resetting HBAR rate limiter...`);
-    }
+    this.logger.trace('Resetting HBAR rate limiter...');
     await this.hbarSpendingPlanRepository.resetAmountSpentOfAllPlans();
     const remainingBudget = await this.getRemainingBudget(requestDetails);
     this.hbarLimitRemainingGauge.set(remainingBudget.toTinybars().toNumber());
@@ -218,9 +216,7 @@ export class HbarLimitService implements IHbarLimitService {
       return false;
     }
     const signer = `signerAddress=${evmAddress}`;
-    if (this.logger.isLevelEnabled('debug')) {
-      this.logger.debug(`Checking if signer account should be limited: ${signer}`);
-    }
+    this.logger.debug('Checking if signer account should be limited: %s', signer);
     let spendingPlan = await this.getSpendingPlan(evmAddress, requestDetails);
     if (!spendingPlan) {
       // Create a basic spending plan if none exists for the evm address
@@ -434,9 +430,7 @@ export class HbarLimitService implements IHbarLimitService {
       try {
         return await this.getSpendingPlanByEvmAddress(evmAddress);
       } catch (error) {
-        if (this.logger.isLevelEnabled('debug')) {
-          this.logger.debug(`Spending plan not found: evmAddress='${evmAddress}'`);
-        }
+        this.logger.debug('Spending plan not found: evmAddress=%s', evmAddress);
       }
     }
 
@@ -444,9 +438,7 @@ export class HbarLimitService implements IHbarLimitService {
       try {
         return await this.getSpendingPlanByIPAddress(requestDetails);
       } catch (error) {
-        if (this.logger.isLevelEnabled('debug')) {
-          this.logger.debug(` Spending plan not found for IP address.`);
-        }
+        this.logger.debug('Spending plan not found for IP address.');
       }
     }
 
diff --git a/packages/relay/src/lib/services/metricService/metricService.ts b/packages/relay/src/lib/services/metricService/metricService.ts
index 2b86f4e8b7..3464c2345d 100644
--- a/packages/relay/src/lib/services/metricService/metricService.ts
+++ b/packages/relay/src/lib/services/metricService/metricService.ts
@@ -151,11 +151,13 @@ export default class MetricService {
     requestDetails,
     originalCallerAddress,
   }: IExecuteQueryEventPayload): Promise<void> => {
-    if (this.logger.isLevelEnabled('debug')) {
-      this.logger.debug(
-        `Capturing transaction fee charged to operator: executionMode=${executionMode} transactionId=${transactionId}, txConstructorName=${txConstructorName}, cost=${cost} tinybars`,
-      );
-    }
+    this.logger.debug(
+      'Capturing transaction fee charged to operator: executionMode=%s transactionId=%s, txConstructorName=%s, cost=%s tinybars',
+      executionMode,
+      transactionId,
+      txConstructorName,
+      cost,
+    );
 
     await this.hbarLimitService.addExpense(cost, originalCallerAddress ?? '', requestDetails);
     this.captureMetrics(executionMode, txConstructorName, status, cost, gasUsed);