Quick decision summary
If you need a REST API that returns structured public Instagram JSON inside your own application, evaluate GramScraper. If you need no-code automation across LinkedIn, X, and other platforms — including outreach sequences and lead lists — evaluate PhantomBuster. This is not a like-for-like swap, and neither replaces the other.
Choose GramScraper if…
- You need an HTTP API that returns public Instagram JSON to your app.
- You want to start paid usage at $9 for 10,000 credits.
- Non-expiring credits suit spiky or irregular demand.
- You would rather own the request logic than run a workflow UI.
Choose PhantomBuster if…
- You need no-code automation across LinkedIn, X, Instagram, and others.
- You want scheduled or always-on workflows and outreach sequences.
- You want the platform to manage browser sessions for you.
- A monthly subscription ($56+) fits your budget and cadence.
Where GramScraper is honestly weaker
GramScraper is not an automation platform. It does not run scheduled jobs, it does not drive browser sessions, it does not do LinkedIn outreach, and it does not export audience or contact lists. Its scope is public Instagram data (with some documented TikTok routes), returned as JSON. PhantomBuster also publishes many more platform integrations and outbound workflows than GramScraper offers. If your workload is "automate actions across platforms," GramScraper is the wrong tool.
Disclosure: GramScraper publishes this page. PhantomBuster is a separate provider and is the more suitable option for automation and multi-platform workloads. We compare public information, link to the source, and recommend testing both products with representative inputs.
GramScraper and PhantomBuster at a Glance
| Dimension | GramScraper | PhantomBuster |
|---|---|---|
| What it is | An Instagram data API you call from your own code | A no-code cloud automation suite that runs "Phantoms" on a schedule or on demand |
| Primary audience | Developers and product teams embedding data | Sales, growth, and marketing teams running outbound and enrichment |
| Platform coverage | Public Instagram data as the primary focus, with some documented TikTok routes | Published as 15+ platforms, including LinkedIn, X, Instagram, and Google Maps |
| Automation & workflows | None — no schedulers, no outreach, no browser sessions | Core product: 100+ automations, scheduled and always-on workflows, outreach sequences |
| Lead lists & outreach | Not offered | Offered, including LinkedIn outreach and lead-list building |
| Free evaluation | 100 credits | Free Trial tier (5 automation slots, 2h execution, 50 email credits, 1k AI credits) |
| First paid step | $9 one-time for 10,000 credits | $56 per month (Start tier; $672 billed annually) |
| Billing model | Prepaid credits, no subscription | Recurring monthly or annual subscription, metered by execution time and credits |
| Credit/usage expiry | Purchased credits do not expire | Subscription allowances are monthly and reset each cycle |
| Integration style | HTTP GET/POST with a Bearer API key, from any language | REST API plus a web UI, Chrome extension, and MCP server for AI agents |
| Published Instagram throttling | Per-key rate behaviour documented in the API docs; payload limits vary by operation | Publishes per-Phantom daily limits (for example, 100 profiles/day for the Instagram Profile Scraper) |
| Likely fit | Developers who want public Instagram JSON in their own application | Teams that want cross-platform automation and outreach without writing code |
The two columns describe different jobs. A developer who only needs Instagram profile or post JSON does not need an automation suite; a growth team running LinkedIn sequences does not need a data API. Confirm which job is actually yours before comparing numbers.
Published Pricing and Commitment
GramScraper
$9 / 10,000 Starter credits (one-time)
- 100 credits to evaluate the API
- $40 / 50,000-credit Growth pack
- $140 / 200,000-credit Scale pack
- Purchased credits do not expire
- No subscription required for a purchased balance
PhantomBuster
$56 / month (Start tier)
- Free Trial with 5 automation slots and 2h execution time
- Grow — $128/month (15 slots, 80h/month)
- Scale — $352/month (50 slots, 300h/month)
- Annual billing saves 20% ($672/year on Start)
- Usage meters include execution time, email credits, and AI credits
The pricing models are not equivalent. GramScraper sells prepaid credits that persist; PhantomBuster sells a recurring subscription whose included execution hours and credits reset monthly. A one-time $9 pack and a $56 monthly plan answer different budget questions, so compare total cost for your actual workload rather than the headline figure.
For a wider view of API pricing units, read the Instagram scraping API pricing comparison, and see how API providers compare in five Instagram scraping APIs compared.
Platform Scope and Workflow Fit
When PhantomBuster's breadth matters
PhantomBuster is built for outbound and enrichment work: sourcing leads, enriching profiles, running LinkedIn or Instagram sequences, and scheduling jobs that keep running without you. It also ships a Chrome extension and an MCP server for AI agents. If your requirement mentions "automate", "schedule", "outreach", or several non-Instagram platforms, that is PhantomBuster's territory, not GramScraper's.
Its own documentation publishes per-Phantom limits, for example a daily cap on profiles scraped by its Instagram Profile Scraper. Read those limits before assuming a given volume is achievable on a specific tier.
When GramScraper's API model matters
GramScraper returns public Instagram data as JSON from a documented HTTP API, so you can call it from a backend service, a script, or a data pipeline without adopting a workflow product. The $9 Starter pack keeps the first paid step small, and non-expiring credits suit workloads that pause and resume.
That is the whole scope. GramScraper does not run jobs for you and does not offer outreach. Use the current documentation to confirm operation availability and credit cost, then test real public profiles, posts, and comments that resemble production.
Verified Request Examples (curl and Node.js)
Both services expose an HTTP API. The examples below use each provider's documented path and header convention. Neither request sends a credential here, and each returns 401 unauthenticated — confirming the endpoints resolve. Response schemas should still be evaluated separately.
curl \
"https://gramscraper.com/api/instagram/v1/user/by/username?username=natgeo" \
-H "Authorization: Bearer gs_your_key"const res = await fetch(
'https://gramscraper.com/api/instagram/v1/user/by/username?username=natgeo',
{ headers: { Authorization: `Bearer ${process.env.GRAMSCRAPER_API_KEY}` } }
);
const profile = await res.json();
console.log(profile);curl -X POST \
"https://api.phantombuster.com/api/v2/agents/launch" \
-H "X-Phantombuster-Key: YOUR_API_KEY" \
-H "Content-Type: application/json" \
-d '{"id":""}' const res = await fetch(
'https://api.phantombuster.com/api/v2/agents/launch',
{
method: 'POST',
headers: {
'X-Phantombuster-Key': process.env.PHANTOMBUSTER_API_KEY,
'Content-Type': 'application/json'
},
body: JSON.stringify({ id: process.env.PHANTOMBUSTER_AGENT_ID })
}
);
const launch = await res.json();
console.log(launch);Note the shape difference: GramScraper returns the data in the response to a read call; PhantomBuster launches an automation (an agent) that runs and produces output. If your application needs the data synchronously in a request/response cycle, that difference matters more than price.
Which Should You Evaluate?
Evaluate PhantomBuster when…
- You need cross-platform automation, not a single API.
- Scheduled or always-on workflows are required.
- LinkedIn outreach and lead lists are in scope.
- A monthly subscription fits your team and cadence.
Evaluate GramScraper when…
- You need public Instagram JSON inside your own application.
- You want to start with a $9 paid pack after the free credits.
- Non-expiring purchased credits fit irregular demand.
- You want to own the request logic instead of a workflow UI.
A practical evaluation sequence
- Write down whether the job is "fetch data" or "automate actions".
- For a data job, run representative public Instagram inputs on the free GramScraper credits.
- Record fields returned, pagination, errors, and credits consumed.
- Project monthly cost using each provider's actual billing rule.
- Recheck live pricing before purchasing a production balance.
Comparing other vendors too? See GramScraper vs ScrapeCreators, GramScraper vs Apify, GramScraper vs Bright Data, and the Proxycurl migration guide.
Sources and dates
Every third-party figure on this page was read from the provider's own public pages on the date shown. Third-party pricing and features can change; recheck before purchasing.
- PhantomBuster pricing tiers (Free Trial; Start $56/month, $672/year; Grow $128/month; Scale $352/month; 20% annual saving) — phantombuster.com/pricing (checked September 22, 2026).
- PhantomBuster product scope (automation suite, 15+ platforms, 100+ automations, MCP server, lead lists) — phantombuster.com/pricing (checked September 22, 2026).
- PhantomBuster API authentication header
X-Phantombuster-Keyand launch endpoint — hub.phantombuster.com/docs/api (checked September 22, 2026). - PhantomBuster agents launch endpoint
POST https://api.phantombuster.com/api/v2/agents/launch— hub.phantombuster.com/reference/post_agents-launch (checked September 22, 2026). - PhantomBuster published Instagram per-Phantom limits (100 profiles/day for the Instagram Profile Scraper) — support.phantombuster.com rate limits (checked September 22, 2026).
- GramScraper pricing (Free 100 credits; $9 / 10,000; $40 / 50,000; $140 / 200,000; credits never expire) — gramscraper.com/#pricing and /api/docs (checked September 22, 2026).
- GramScraper endpoint path and Bearer auth — gramscraper.com/docs and the live API contract at /api/docs (checked September 22, 2026).
Test GramScraper with 100 free credits
Run representative public Instagram inputs and inspect the JSON before choosing a paid pack — then continue from $9 for 10,000 non-expiring credits.
Start freeReview current pricing, API docs, or the playground.