8 Best Instagram Scraping APIs in 2026: Pricing + Coverage

Choosing an Instagram scraping API is mostly a question of trade-offs between cost, coverage, reliability, and how much engineering time you want to spend gluing things together. We maintain HikerAPI, so we have a stake here — but the comparison below uses public pricing pages, vendor docs, and a methodology you can repeat.

If you only have 60 seconds: jump to the verdict.

Skip to:

• How we evaluated
• Quick comparison table
• Vendor profiles
• Pricing at three volumes
• Data coverage matrix
• The RapidAPI commodity tier
• Decision tree
• Verdict
• FAQ

How We Evaluated

We scored each provider against five criteria, weighted by how often they decide a real-world choice in our experience helping customers migrate from DIY scraping or other vendors:

Where reliability numbers weren't published, we noted that and used architecture as a proxy (dedicated Instagram service vs general-purpose scraping tool).

We deliberately split the field into two tiers: standalone dedicated services with their own developer experience (the eight profiled below), and RapidAPI commodity listings — 13 of them — which are mostly thin wrappers around shared backends. We treat them as a separate category at the bottom.

Quick Comparison

Vendor Profiles

HikerAPI — best for full Instagram coverage at the lowest cost

HikerAPI is purpose-built for Instagram. Every endpoint maps to Instagram's mobile or GraphQL surface and returns consistent JSON. We've operated it since 2020 and currently serve 200M+ requests/month across 100+ endpoints.

What's covered: profiles (by ID, username, or URL), feed posts and reels, stories and highlights, comments and replies, likers, followers and following with cursor pagination, hashtag top/recent, location top/recent, user/hashtag/place search, music tracks, oEmbed, story downloads.

API surfaces: v1 (validated/structured), v2 (raw passthrough for advanced users), gql (GraphQL endpoint). Pick the surface that matches your use case.

Pricing: Pay per successful request — $0.0006 minimum, tiered down at volume. Funds never expire. 100 requests free on signup, no card required.

Reliability: 99%+ success rate published on the status page. Response p50 ~700 ms, p95 ~3 s.

Strengths: broadest endpoint coverage, lowest per-request price, no monthly minimum, single API key, full OpenAPI spec for SDK generation, MCP server for AI agents.

Weaknesses: Instagram-only — if you also need TikTok or YouTube in a single API, HikerAPI plus a sister API (LamaTok for TikTok) is two integrations rather than one.

import requests

r = requests.get(
    "https://api.hikerapi.com/v1/user/by/username",
    params={"username": "instagram"},
    headers={"x-access-key": "YOUR_KEY"},
).json()
print(r["follower_count"], "followers")

RocketAPI — closest direct competitor, subscription-based

RocketAPI is the most direct alternative to HikerAPI: a dedicated Instagram-only API with its own billing, docs, and Python/PHP SDKs. The product shapes are similar; the pricing models are not.

Pricing: monthly subscriptions on the website — €49 Mini (50K req) → €99 Startup (100K) → €299 Business (500K) → €499 Enterprise (1M). 100 free requests with no card. 10% crypto discount. Custom plans above 1M/day. There's also a RapidAPI listing at $9.9/10K and $99.9/100K, with overage. Only successful requests are charged.

Coverage: 38+ endpoints across User (15), Media (9), Location (3), Hashtag (3), Highlight, Comment, Audio, Live, and a Web Search endpoint. Threads is supported. Stories supported.

Strengths: clean docs at docs.rocketapi.io, predictable monthly bill, dedicated Python and PHP SDKs, direct billing without RapidAPI's percentage cut.

Weaknesses: subscription locks you into a quota — you pay for unused capacity. ~3× fewer endpoints than HikerAPI. No public status page or published success-rate numbers. No documented per-volume tier breakdown beyond the four published plans.

Pricing tradeoff: below ~100K req/month, HikerAPI is cheaper because there's no monthly minimum (paying $6 for 10K vs €49 for the smallest RocketAPI plan). Around 1M req/month, RocketAPI Enterprise (~$549) edges HikerAPI Ultra ($600). The crossover point depends on your usage shape — if it's spiky or unpredictable, pay-per-request wins.

See the side-by-side comparison: HikerAPI vs RocketAPI.

EnsembleData — best for multi-platform social coverage

EnsembleData is a multi-platform social scraping API covering Instagram, TikTok, YouTube, Threads, Reddit, Twitch, Twitter, and Snapchat under one billing relationship. Operational since 2020.

Pricing model: "units" rather than requests. 1 unit = a basic call; complex calls cost more. Tiers: Free (50 units/day), Wood ($100), Bronze ($200), Silver ($400), Gold ($800), Platinum ($1,400/50K units/day), Diamond (custom). All plans include all 8 platforms.

Strengths: wide platform coverage in one API, real-time scraping (typically <5 s), Python / JS / Bash SDKs, Trustpilot reviews are positive (~11 reviews, mostly 5-star).

Weaknesses: unit pricing is harder to forecast than per-request — a high-cost endpoint can blow your daily budget unexpectedly. Smaller per-platform endpoint count than HikerAPI on Instagram alone. No public status page.

Best for: teams that need Instagram plus 2+ other social networks and want one bill, one auth, and one SDK.

Apify — best for no-code workflows

Apify is a general scraping platform. Instagram support comes via "actors" — community-maintained scripts in their marketplace. The most popular is apify/instagram-scraper (192K+ users).

Pricing model: $5 free credits → Starter $39 → Scale $199 → Business $999/mo, plus per-result fees: comments ~$0.50/1K, profiles ~$2.60/1K, posts ~$2.70/1K. Credit-based. In practice, costs scale with payload size and proxy quality, which makes bills less predictable than per-request models.

Reviews: G2 4.7/5 (417 reviews), Capterra 4.8/5 (399 reviews) — among the best-reviewed in the space.

Strengths: visual workflow builder, scheduled runs, integrations with Zapier and Make, 1,500+ actors for adjacent platforms.

Weaknesses: actors are community-built and can break when Instagram changes its frontend. Compute-credit pricing is opaque. Not the fastest — actor cold-starts add 10–30 seconds per run.

Best for: marketers and analysts who want a no-code interface and don't mind unpredictable costs. See: HikerAPI vs Apify Instagram Scraper.

Bright Data — best for enterprise scale with compliance

Bright Data (formerly Luminati) sells residential proxies and pre-built datasets. Their Instagram offering is split between the Scraping Browser product and dataset subscriptions.

Pricing: dataset access starts at ~$1.50/1K records; Scraping Browser subscriptions stretch up to $1,999/mo (2.5M plan); enterprise pricing dominates above that.

Strengths: ~150M residential IPs, SOC 2 / ISO 27001 certifications, data processing agreements available, dedicated CSM. Their dataset product gives pre-collected snapshots for bulk historical data.

Weaknesses: overkill below a $5K/mo budget, learning curve is steep, sales-driven onboarding (no instant signup).

Best for: enterprise data teams with compliance requirements and budgets to match.

PhantomBuster — best for no-code multi-channel growth ops

PhantomBuster is a no-code automation platform with 150+ "Phantoms" (workflows) covering LinkedIn, Twitter, Instagram, and others. Founded 2016, ~51-65 employees, 2.5M+ users.

Pricing: Starter $69/mo (5 slots, 20h execution) → Pro $159/mo → Team $439/mo (50 slots, 300h). 14-day free trial. Annual billing ~20% off. Pricing is execution-time-based, not per-request.

Instagram capabilities: Profile Scraper, Follower/Following Collector, Post Scraper, Auto Follow/Unfollow/Like/Comment, Story Watcher. Cookie-based auth; conservative rate limits (e.g. max 80 comments/day per Phantom).

Reviews: G2 4.4/5 (136), Capterra 4.5/5 (64), Product Hunt 4.8/5.

Strengths: no-code, broad multi-platform scope, growth-ops audience.

Weaknesses: Instagram is secondary to LinkedIn — Phantoms break when Instagram updates its UI. Cookie-based auth means you bring your own Instagram account and accept the ban risk. Not really an "API" — closer to a hosted RPA.

Best for: non-developer growth teams running cross-channel automations. See: HikerAPI vs PhantomBuster.

ScrapingBee — best for teams already using it

ScrapingBee is a general-purpose scraping API with JS rendering. It is not Instagram-specific — you give it a URL, it returns rendered HTML, and you parse it yourself.

Pricing: credit-based, $49.99/mo for 250K credits, scaling to $2,399.99/mo for 41M credits. JS rendering + stealth proxy can multiply credit cost by up to 75×, so effective per-request runs $0.00006–$0.05+.

Strengths: works for any site, simple API, decent JS rendering. G2 4.8/5, Capterra 4.9/5.

Weaknesses: no Instagram-specific endpoints, you write and maintain the parser, credits expire monthly. Instagram's frontend changes break parsers; expect maintenance every 2–4 weeks. Acquired by Oxylabs group in mid-2025; product roadmap is unclear.

Best for: teams already paying for ScrapingBee for other sites who want to bolt on low-volume Instagram support.

Scrape Creators — best for one-time bulk volume

Newer entrant focused on Instagram + TikTok + YouTube + Twitter under a single key. Sold as one-time credit packs rather than monthly subscriptions.

Pricing: $47 one-time for 25K credits → $497 one-time for 500K credits. ~$0.001/req effective.

Strengths: one-time payment (no recurring billing), unified across platforms, growing endpoint catalog.

Weaknesses: smaller endpoint set per platform than dedicated APIs, less track record (founded 2024), thinner documentation than the established players.

Best for: one-off projects with a known volume cap, or teams that hate recurring bills.

Pricing at Three Volumes

Effective monthly cost in USD, including any minimum. EnsembleData and PhantomBuster aren't strictly per-request, so we mark their entries with the closest-comparable plan tier.

HikerAPI is the cheapest pure-API at every tier we tested except Apify at the very low end (where their $5 free credits cover ~10K cheap requests). At 100K req/mo, HikerAPI is 1.6×–8× cheaper than the next-cheapest pure-API option. At 1M, RocketAPI Enterprise pulls slightly ahead in raw subscription price ($549 vs $600), but you commit to the quota whether you use it or not.

Data Coverage Matrix

The RapidAPI Commodity Tier

There's a parallel ecosystem on RapidAPI with 13+ Instagram-scraper listings — names like Instagram Scraper API, Instagram Looter, Instagram API Cheap & Best, Instagram Scrapper. They share several characteristics:

• Marketplace-only — no standalone product website, no docs site, no SDK
• Highly variable quality and uptime — listings get removed frequently when Meta files complaints
• No published success rates, status pages, or support SLAs
• Pricing usually $5–$100/mo for 5K–100K req tiers, with overage fees
• Often thin wrappers around the same backend — when Meta breaks one, several go down at once

If your project is a one-off or you're prototyping, picking the highest-rated RapidAPI listing can be the fastest start. For anything you'd put a customer on, the pure-API tier above (especially HikerAPI or RocketAPI) gives a measurable reliability and ergonomics improvement for the same money or less.

We track this tier in detail at the HikerAPI competitor map.

Decision Tree

Pick the path that matches your situation:

1. Lowest per-request cost, full Instagram coverage, no subscription → HikerAPI
2. Predictable monthly bill, dedicated IG API with SDKs → RocketAPI
3. Instagram + TikTok + YouTube + others under one bill → EnsembleData (mature) or Scrape Creators (cheaper one-time)
4. No-code workflows for non-developers → Apify
5. No-code multi-channel growth automation → PhantomBuster
6. Enterprise with compliance, $5K+/mo budget → Bright Data
7. Already on ScrapingBee for other sites, low Instagram volume → ScrapingBee
8. One-off project, sub-$50, you'll wing it → top-rated RapidAPI listing

Verdict

HikerAPI wins coverage and cost for the typical product-engineering use case (build something on top of Instagram data, ship in a week, predictable cost). RocketAPI is the closest like-for-like alternative when a monthly subscription model fits your finance team's preferences. Everything else solves a different problem — multi-platform, no-code, enterprise procurement, or general-purpose scraping.

Related comparisons

• HikerAPI vs RocketAPI
• HikerAPI vs Apify Instagram Scraper
• HikerAPI vs PhantomBuster
• HikerAPI vs Instagram Graph API
• Instagram Private API Alternatives
• Best Instagram API for Developers (2026)
• Instagram Scraping Without Getting Blocked

FAQ

Which Instagram scraping API has the most endpoints in 2026?
HikerAPI publishes 100+ Instagram endpoints across mobile API, GraphQL, and JSON. RocketAPI has 38+. EnsembleData covers Instagram as one of 8 platforms with a smaller per-platform endpoint count. The other dedicated providers (Apify, Scrape Creators) cover a subset; ScrapingBee has zero Instagram-specific endpoints.

What's the cheapest Instagram scraping API?
HikerAPI at $0.0006 per successful request, no monthly minimum. At 100K requests, HikerAPI is $60; the next-cheapest pure-API option at that volume is ScrapingBee at ~$99 (parser-only) or RocketAPI Startup at €99 (~$109).

HikerAPI vs RocketAPI — which is better?
They cover the same use case. HikerAPI has ~3× more endpoints and a pay-per-request model with no monthly minimum, which is cheaper below ~100K req/mo. RocketAPI offers fixed monthly subscriptions and a 10% crypto discount, which can be appealing if your volume is steady at 500K–1M/month. For most product builds, HikerAPI's flexibility wins; for finance teams that prefer fixed monthly bills, RocketAPI is a defensible pick. Side-by-side: HikerAPI vs RocketAPI.

Can I scrape Instagram without a paid plan?
HikerAPI gives 100 requests free on signup with no credit card. RocketAPI also gives 100 free requests. EnsembleData has a free tier (50 units/day). Apify has $5 in free credits. PhantomBuster offers a 14-day free trial. Bright Data and ScrapingBee require a paid plan or sales call.

What's the difference between a scraping API and the Instagram Graph API?
The Graph API is Meta's official API and only returns data for Business/Creator accounts you own or manage. Scraping APIs access publicly visible data from any account. We compare them in detail in HikerAPI vs Instagram Graph API.

How fast are these APIs?
HikerAPI averages ~700 ms p50, ~3 s p95. RocketAPI doesn't publish numbers but feels comparable in independent tests. EnsembleData targets <5 s. Apify actors run for seconds to minutes. PhantomBuster Phantoms are batch jobs (minutes). ScrapingBee depends on page rendering. Bright Data dataset queries are async — minutes to hours for fresh extracts.

Are scraped Instagram data legal to use?
Public data scraping is generally permitted under U.S. law (hiQ v. LinkedIn), but Meta's TOS prohibit automated collection. The contractual risk falls on whoever sends the requests. Using a managed API moves that relationship to the provider — you only sign the API's TOS.

Which has the best documentation?
HikerAPI publishes a full OpenAPI spec that auto-generates client SDKs and an MCP server for Claude/Cursor. RocketAPI has clean docs at docs.rocketapi.io with Python and PHP SDKs. Bright Data has the most detailed enterprise docs. Apify and ScrapingBee have solid getting-started guides; Scrape Creators' docs are still growing.

Can I switch providers later?
Yes, but expect rework. Response shapes differ across providers — even similar endpoints return different fields and naming. Plan for an internal data model that you can map providers into, and keep your business logic separate from the vendor's response shape.

Do any of these support Instagram stories?
HikerAPI yes (GET /v1/user/stories). RocketAPI yes. EnsembleData yes. Scrape Creators partially. PhantomBuster has a Story Watcher Phantom. The others no — stories require an authenticated session against the mobile API, which most general-purpose scrapers don't implement.

Which has the best uptime track record?
HikerAPI publishes a public status page with 90-day uptime bars and p50/p95 response times broken down by endpoint group. Bright Data offers enterprise SLAs in writing. RocketAPI, EnsembleData, Apify, PhantomBuster, ScrapingBee, and Scrape Creators publish less detail.

What about the 13 RapidAPI Instagram listings?
They form a separate commodity tier. Pricing is competitive ($5–$100/mo for 5K–100K req), but quality and uptime vary widely and listings get pulled frequently when Meta complains. Fine for prototypes; not what we'd put a paying customer on. See the breakdown in Instagram Private API Alternatives.

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