Instagram API Pricing: What 1,000 Calls Actually Cost

This guide compares the published pricing models of six services that can return public Instagram data. It is written by GramScraper, so our perspective is disclosed up front. The goal is not to crown a universal price winner: it is to help you calculate what each option would cost for your own endpoint mix and usage pattern.

Prices and plan rules can change after publication. Follow the cited provider link and verify the checkout total, billable unit, endpoint cost, and reset or expiry rules before purchasing.

What the Official Instagram API Costs

Meta doesn’t charge per call for its Instagram API. The catch is access, not price. You need a Meta app, an Instagram professional account, and permissions that pass app review. Even then, the API mainly returns data for accounts that have authorised your app. It can’t look up arbitrary public profiles, competitors’ posts, or comment threads on accounts you don’t manage, and calls are rate limited per account.

So “Instagram API cost” is really two questions. If you only need data for accounts you own or manage, the official API is free and is the right tool. If you need public data for accounts you don’t control, the cost is a third-party API’s price, which the rest of this guide compares. The Graph API vs scraping API guide covers the difference in detail.

Published Instagram Scraping API Prices

Why this table does not sort by price: 1,000 Apify results, 1,000 Instagram Scraper API requests, and 1,000 GramScraper credits do not promise the same number of calls or returned items. Even two credit systems may charge different amounts for a profile lookup, pagination, comments, or a compound operation.

GramScraper Pricing in Full

GramScraper currently gives new accounts 100 credits. The published one-time packs are Standard at $29 for 15,400 credits and Business at $300 for 320,000 credits. Pack arithmetic works out to $1.88 and $0.94 per 1,000 credits respectively.

Purchased credits do not expire and there is no subscription required to keep them. Credits are not the same as requests: the cost depends on the operation, and some workflows may involve more than one credit. Review the credit documentation and test the operations in your own workload before translating a pack into a request count.

Worked Example: 1,000 Profiles + 1,000 Posts

A headline rate per 1,000 doesn’t tell you what you pay at checkout. Take one month’s workload: 1,000 profile lookups and 1,000 single-post lookups. This is what each published plan would charge for it, using the prices in the table above. Two assumptions are flagged in the table: that each lookup is one billable unit, and that each Apify lookup produces one result.

Run the job every month and the picture changes. Monthly plans charge again each cycle. With prepaid packs, the leftover balance covers the following months: GramScraper’s Standard pack covers this workload for seven months. Measure your real monthly volume before you compare on price.

You can check GramScraper’s side yourself. The response’s _meta.credits_consumed field reports what each call cost:

import os, requests

r = requests.get(
    "https://gramscraper.com/api/instagram/v1/user/by/username",
    params={"username": "instagram"},
    headers={"Authorization": f"Bearer {os.environ['GRAMSCRAPER_API_KEY']}"},
)
print(r.json().get("_meta"))  # credits_consumed, credits_remaining

Provider-by-Provider Pricing Caveats

Calculate Cost for Your Own Endpoint Mix

Start with monthly operations, then multiply by each operation's documented billing cost. This small JavaScript worksheet keeps credits and requests explicit instead of assuming they are interchangeable:

const workload = [
  { operation: "profile lookup", calls: 6000, creditsEach: 1 },
  { operation: "paginated content", calls: 2000, creditsEach: 2 }
];

const creditsNeeded = workload.reduce(
  (total, item) => total + item.calls * item.creditsEach,
  0
);

const pack = { priceUsd: 29, credits: 15400 };
const packsNeeded = Math.ceil(creditsNeeded / pack.credits);

console.log({
  creditsNeeded,
  checkoutCostUsd: packsNeeded * pack.priceUsd,
  unusedCredits: packsNeeded * pack.credits - creditsNeeded
});

Replace the example costs with values from the current documentation. For a subscription or per-result product, use separate variables for monthly plan cost, included allowance, overage, and the number of returned records per job.

Decision Guidance

Before you purchase

1. List the profiles, pages, posts, comments, or records needed each month.
2. Map every operation to its billable unit and pagination behavior.
3. Run representative inputs on the free allowance where available.
4. Measure usable output, retries, and billed failures for that sample.
5. Compare the actual checkout amount, unused allowance, and engineering overhead.

If you are still choosing by product scope rather than pricing alone, read five Instagram API options compared. If ScrapeCreators is on your shortlist, use the canonical ScrapeCreators vs GramScraper comparison.