diff --git a/apps/api/src/controllers/auth.ts b/apps/api/src/controllers/auth.ts
index d0392428..e6a16cd7 100644
--- a/apps/api/src/controllers/auth.ts
+++ b/apps/api/src/controllers/auth.ts
@@ -75,11 +75,11 @@ export async function setCachedACUC(
 const mockPreviewACUC: (team_id: string, is_extract: boolean) => AuthCreditUsageChunk = (team_id, is_extract) => ({
   api_key: "preview",
   team_id,
-  sub_id: "bypass",
-  sub_current_period_start: new Date().toISOString(),
-  sub_current_period_end: new Date(new Date().getTime() + 30 * 24 * 60 * 60 * 1000).toISOString(),
-  sub_user_id: "bypass",
-  price_id: "bypass",
+  sub_id: null,
+  sub_current_period_start: null,
+  sub_current_period_end: null,
+  sub_user_id: null,
+  price_id: null,
   rate_limits: {
     crawl: 2,
     scrape: 10,
diff --git a/apps/api/src/lib/extract/completions/analyzeSchemaAndPrompt.ts b/apps/api/src/lib/extract/completions/analyzeSchemaAndPrompt.ts
index 2626c50b..922ebeb9 100644
--- a/apps/api/src/lib/extract/completions/analyzeSchemaAndPrompt.ts
+++ b/apps/api/src/lib/extract/completions/analyzeSchemaAndPrompt.ts
@@ -32,7 +32,7 @@ export async function analyzeSchemaAndPrompt(
 
   const schemaString = JSON.stringify(schema);
 
-  const model = getModel("gpt-4o");
+  const model = getModel("gpt-4o", "openai");
 
   const checkSchema = z
     .object({
diff --git a/apps/api/src/lib/extract/completions/batchExtract.ts b/apps/api/src/lib/extract/completions/batchExtract.ts
index b7075c6e..f35f3f78 100644
--- a/apps/api/src/lib/extract/completions/batchExtract.ts
+++ b/apps/api/src/lib/extract/completions/batchExtract.ts
@@ -10,7 +10,7 @@ import {
   buildBatchExtractSystemPrompt,
 } from "../build-prompts";
 import { getModel } from "../../generic-ai";
-import { CostTracking } from "../extraction-service";
+import { CostTracking, CostLimitExceededError } from "../extraction-service";
 import fs from "fs/promises";
 import { extractData } from "../../../scraper/scrapeURL/lib/extractSmartScrape";
 import type { Logger } from "winston";
@@ -102,6 +102,9 @@ export async function batchExtractPromise(options: BatchExtractOptions, logger:
     extractedDataArray = e;
     warning = w;
   } catch (error) {
+    if (error instanceof CostLimitExceededError) {
+      throw error;
+    }
     logger.error("extractData failed", { error });
   }
 
diff --git a/apps/api/src/lib/extract/completions/checkShouldExtract.ts b/apps/api/src/lib/extract/completions/checkShouldExtract.ts
index e2c10ade..6f678ee8 100644
--- a/apps/api/src/lib/extract/completions/checkShouldExtract.ts
+++ b/apps/api/src/lib/extract/completions/checkShouldExtract.ts
@@ -33,7 +33,7 @@ export async function checkShouldExtract(
     },
     markdown: buildDocument(doc),
     isExtractEndpoint: true,
-    model: getModel("gpt-4o-mini"),
+    model: getModel("gpt-4o-mini", "openai"),
     costTrackingOptions: {
       costTracking,
       metadata: {
diff --git a/apps/api/src/lib/extract/extraction-service.ts b/apps/api/src/lib/extract/extraction-service.ts
index 523c9c8c..6a3e6756 100644
--- a/apps/api/src/lib/extract/extraction-service.ts
+++ b/apps/api/src/lib/extract/extraction-service.ts
@@ -67,6 +67,14 @@ type completions = {
   sources?: string[];
 };
 
+export class CostLimitExceededError extends Error {
+  constructor() {
+    super("Cost limit exceeded");
+    this.message = "Cost limit exceeded";
+    this.name = "CostLimitExceededError";
+  }
+}
+
 export class CostTracking {
   calls: {
     type: "smartScrape" | "other",
@@ -79,14 +87,21 @@ export class CostTracking {
     },
     stack: string,
   }[] = [];
+  limit: number | null = null;
 
-  constructor() {}
+  constructor(limit: number | null = null) {
+    this.limit = limit;
+  }
 
   public addCall(call: Omit<typeof this.calls[number], "stack">) {
     this.calls.push({
       ...call,
       stack: new Error().stack!.split("\n").slice(2).join("\n"),
     });
+
+    if (this.limit !== null && this.toJSON().totalCost > this.limit) {
+      throw new CostLimitExceededError();
+    }
   }
 
   public toJSON() {
@@ -115,7 +130,8 @@ export async function performExtraction(
   let singleAnswerResult: any = {};
   let totalUrlsScraped = 0;
   let sources: Record<string, string[]> = {};
-  let costTracking: CostTracking = new CostTracking();
+
+  let costTracking = new CostTracking(subId ? null : 1.5);
 
   let log = {
     extractId,
@@ -532,6 +548,10 @@ export async function performExtraction(
 
             return null;
           } catch (error) {
+            if (error instanceof CostLimitExceededError) {
+              throw error;
+            }
+
             logger.error(`Failed to process document.`, {
               error,
               url: doc.metadata.url ?? doc.metadata.sourceURL!,
diff --git a/apps/api/src/scraper/scrapeURL/lib/extractSmartScrape.ts b/apps/api/src/scraper/scrapeURL/lib/extractSmartScrape.ts
index 52ad2fa1..2dffe047 100644
--- a/apps/api/src/scraper/scrapeURL/lib/extractSmartScrape.ts
+++ b/apps/api/src/scraper/scrapeURL/lib/extractSmartScrape.ts
@@ -10,7 +10,7 @@ import { parseMarkdown } from "../../../lib/html-to-markdown";
 import { getModel } from "../../../lib/generic-ai";
 import { TokenUsage } from "../../../controllers/v1/types";
 import type { SmartScrapeResult } from "./smartScrape";
-import { CostTracking } from "../../../lib/extract/extraction-service";
+import { CostLimitExceededError, CostTracking } from "../../../lib/extract/extraction-service";
 const commonSmartScrapeProperties = {
   shouldUseSmartscrape: {
     type: "boolean",
@@ -282,6 +282,10 @@ export async function extractData({
     warning = w;
     totalUsage = t;
   } catch (error) {
+    if (error instanceof CostLimitExceededError) {
+      throw error;
+    }
+    
     logger.error(
       "failed during extractSmartScrape.ts:generateCompletions",
       { error },