diff --git a/src/constants.ts b/src/constants.ts
index 32e57c1..a570fe5 100644
--- a/src/constants.ts
+++ b/src/constants.ts
@@ -4,3 +4,5 @@ export const JRPC_METHODS = {
   IMPORT_SHARE: "ImportShare",
   GET_SHARE_OR_KEY_ASSIGN: "GetShareOrKeyAssign",
 };
+
+export const SAPPHIRE_METADATA_URL = "https://node-1.node.web3auth.io/metadata";
diff --git a/src/helpers/metadataUtils.ts b/src/helpers/metadataUtils.ts
index 9a9db05..efea217 100644
--- a/src/helpers/metadataUtils.ts
+++ b/src/helpers/metadataUtils.ts
@@ -5,6 +5,7 @@ import { ec } from "elliptic";
 import stringify from "json-stable-stringify";
 import log from "loglevel";
 
+import { SAPPHIRE_METADATA_URL } from "../constants";
 import { EciesHex, GetOrSetNonceResult, MetadataParams } from "../interfaces";
 import { encParamsHexToBuf } from "./common";
 import { keccak256 } from "./keyUtils";
@@ -90,3 +91,13 @@ export async function getNonce(
 ): Promise<GetOrSetNonceResult> {
   return getOrSetNonce(legacyMetadataHost, ecCurve, serverTimeOffset, X, Y, privKey, true);
 }
+
+export async function getOrSetSapphireMetadataNonce(X: string, Y: string): Promise<GetOrSetNonceResult> {
+  const data = {
+    pub_key_X: X,
+    pub_key_Y: Y,
+    key_type: "secp256k1",
+    set_data: { operation: "getOrSetNonce" },
+  };
+  return post<GetOrSetNonceResult>(`${SAPPHIRE_METADATA_URL}/get_or_set_nonce`, data, undefined, { useAPIKey: true });
+}
diff --git a/src/helpers/nodeUtils.ts b/src/helpers/nodeUtils.ts
index 9f6e607..32b8cf5 100644
--- a/src/helpers/nodeUtils.ts
+++ b/src/helpers/nodeUtils.ts
@@ -26,7 +26,7 @@ import { Some } from "../some";
 import { calculateMedian, kCombinations, normalizeKeysResult, thresholdSame } from "./common";
 import { generateAddressFromPrivKey, generateAddressFromPubKey, keccak256 } from "./keyUtils";
 import { lagrangeInterpolation } from "./langrangeInterpolatePoly";
-import { decryptNodeData, getMetadata, getOrSetNonce } from "./metadataUtils";
+import { decryptNodeData, getMetadata, getOrSetNonce, getOrSetSapphireMetadataNonce } from "./metadataUtils";
 
 export const GetPubKeyOrKeyAssign = async (params: {
   endpoints: string[];
@@ -56,7 +56,7 @@ export const GetPubKeyOrKeyAssign = async (params: {
 
   let nonceResult: GetOrSetNonceResult | undefined;
   const nodeIndexes: number[] = [];
-  const result = await Some<void | JRPCResponse<VerifierLookupResponse>, KeyLookupResult>(lookupPromises, (lookupResults) => {
+  const result = await Some<void | JRPCResponse<VerifierLookupResponse>, KeyLookupResult>(lookupPromises, async (lookupResults) => {
     const lookupPubKeys = lookupResults.filter((x1) => {
       if (x1 && !x1.error) {
         return x1;
@@ -88,6 +88,15 @@ export const GetPubKeyOrKeyAssign = async (params: {
           }
         }
       }
+
+      // if nonce result is not returned by nodes, fetch directly from metadata
+      if (!nonceResult) {
+        const metadataNonceResult = await getOrSetSapphireMetadataNonce(keyResult.keys[0].pub_key_X, keyResult.keys[0].pub_key_Y);
+        // rechecking nonceResult to avoid promise race condition.
+        if (!nonceResult && metadataNonceResult) {
+          nonceResult = metadataNonceResult;
+        }
+      }
     }
 
     const serverTimeOffsets: number[] = [];
@@ -369,9 +378,15 @@ export async function retrieveOrImportShare(params: {
         // if both thresholdNonceData and extended_verifier_id are not available
         // then we need to throw other wise address would be incorrect.
         if (!thresholdNonceData && !verifierParams.extended_verifier_id && !LEGACY_NETWORKS_ROUTE_MAP[network as TORUS_LEGACY_NETWORK_TYPE]) {
-          throw new Error(
-            `invalid metadata result from nodes, nonce metadata is empty for verifier: ${verifier} and verifierId: ${verifierParams.verifier_id}`
-          );
+          const metadataNonceResult = await getOrSetSapphireMetadataNonce(thresholdPublicKey.X, thresholdPublicKey.Y);
+          // rechecking nonceResult to avoid promise race condition.
+          if (metadataNonceResult && !thresholdNonceData) {
+            thresholdNonceData = metadataNonceResult;
+          } else {
+            throw new Error(
+              `invalid metadata result from nodes, nonce metadata is empty for verifier: ${verifier} and verifierId: ${verifierParams.verifier_id}`
+            );
+          }
         }
 
         const thresholdReqCount = importedShares.length > 0 ? endpoints.length : minThreshold;
diff --git a/src/some.ts b/src/some.ts
index ca72333..a9995c8 100644
--- a/src/some.ts
+++ b/src/some.ts
@@ -15,9 +15,9 @@ export class SomeError<T> extends Error {
     // temp key should not be logged anywhere
     const message = `Unable to resolve enough promises. 
       errors: ${errors.map((x) => x?.message || x).join(", ")}, 
+      predicate error: ${predicate},
       ${responses.length} responses,
-      responses: ${JSON.stringify(responses)},
-      predicate error: ${predicate}`;
+      responses: ${JSON.stringify(responses)}`;
     super(message);
     this.errors = errors;
     this.responses = responses;
diff --git a/test/testnet.test.ts b/test/testnet.test.ts
index 719c67e..60f183c 100644
--- a/test/testnet.test.ts
+++ b/test/testnet.test.ts
@@ -258,7 +258,7 @@ describe("torus utils migrated testnet on sapphire", function () {
       network: TORUS_LEGACY_NETWORK.TESTNET,
       clientId: "YOUR_CLIENT_ID",
       enableOneKey: true,
-      serverTimeOffset: -100,
+      serverTimeOffset: -700,
     });
     const { torusNodeSSSEndpoints: torusNodeEndpoints, torusIndexes } = await TORUS_NODE_MANAGER.getNodeDetails(verifierDetails);
     try {