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Instagram scraping API comparison

Vendors that provide Instagram data fall into a few distinct tiers, built for different jobs. herascrape is a real-time Instagram data API with deep structured coverage at a flat price — here is exactly how that lines up against each tier.

Deep Instagram data

Followers, likers, comments, stories, highlights, tagged and reels as real structured endpoints — coverage the general scrapers return as raw HTML, or not at all.

Real-time, one call

A synchronous REST response in about a second, not an async job you trigger and poll, and not a batch dataset delivered to cloud storage later.

Flat, honest price

$0.0004 per request at any balance, only successful calls billed — no tier unlocks, monthly quotas, or per-endpoint credit multipliers to decode.

Data coverage

herascrape returns every major public Instagram object as its own ready endpoint — not raw HTML you have to parse, and not a thin slice of fields. General web-scrapers hand back HTML to parse yourself, multi-platform APIs expose far fewer Instagram endpoints, and the official API can’t read an arbitrary public profile at all.

  • Profiles
  • Followers & following
  • Post & comment likers
  • Comments & replies
  • Stories
  • Highlights
  • Tagged posts
  • Reels
  • Hashtags
  • Locations
  • Audio
  • Search

Dedicated Instagram data APIs

Managed, real-time Instagram data delivered as structured endpoints — the same shape as herascrape. This is where we compete head-to-head; the difference is a flat, transparent price and success-only billing.

herascrape HikerAPI↗RocketAPI↗
FocusInstagram-onlyInstagram-onlyInstagram + Threads
Instagram data37 structured endpoints~100–150 endpointsCount not published
Data formatStructured JSONStructured JSONStructured JSON
API typeRESTRESTREST
DeliverySynchronousSynchronousSynchronous
Response time (p90)1,720 ms2,568 msNot measured
Rate limit50 req/s (raisable)Not publishedNot published
Price / 1K$0.40 flat$0.60–1.00~$0.54–1.06
Pricing modelFlat per requestBalance + tier unlocksEUR monthly quota
BillingOnly successful (2xx)Bills some 4xxSuccessful only
MCPYesYesNo
SDKsPython, JavaScriptPython, JavaScriptPython, PHP
Free tier$1 free (~2,500 calls)100 requests100 calls

Multi-platform social data APIs

One API across many social networks, with Instagram as one target among several. Billed in units or credits that vary per endpoint, so the true per-call price is rarely a single number.

herascrape ScrapeCreators↗EnsembleData↗Data365↗
FocusInstagram-onlyMulti-platform (20+)Multi-platform (8)Multi-platform (7)
Instagram data37 structured endpoints20 IG endpoints11 IG endpoints20+ IG endpoints
Data formatStructured JSONStructured JSONStructured JSONStructured JSON
API typeRESTRESTRESTREST
DeliverySynchronousSynchronousSynchronousAsync job
Response time (p90)1,720 msNot measuredNot measured1–5 min (vendor-stated)
Rate limit50 req/s (raisable)Not publishedNot published~100 req/s (vendor-stated)
Price / 1K$0.40 flat$0.99–1.88≈$2.8–6.7 / 1K calls~$0.65 post / $5.8 profile
Pricing modelFlat per requestPrepaid creditsDaily-unit subscriptionEUR credits/mo
BillingOnly successful (2xx)Per creditPer unit (1–10/call)Per credit (1–9/call)
MCPYesYesNoNo
SDKsPython, JavaScript—Python, JavaScript—
Free tier$1 free (~2,500 calls)100 credits (+bonus)50 units/day14-day trial

General web-data & proxy platforms

Scrape any website at scale; Instagram is one of hundreds of targets. Usually an async job you trigger and collect later, returning raw HTML or batch datasets — powerful for pipelines, heavy for a single live lookup.

herascrape Bright Data↗Apify↗Oxylabs↗Decodo↗Zyte↗Scrapingdog↗
FocusInstagram-onlyGeneral web-dataGeneral (marketplace)General web-dataGeneral web-dataGeneral web-dataGeneral (IG product)
Instagram data37 structured endpointsPer-type IG scrapersPer-ActorNo IG parserIG targets (JSON)No IG schemaIG product
Data formatStructured JSONStructured recordsStructured resultsRaw HTMLParsed JSONRaw HTMLStructured JSON
API typeRESTAsync job APIMarketplace actorRESTRESTRESTREST
DeliverySynchronousAsync → webhook / S3Async runSync + asyncSync + asyncRequest/responseSynchronous
Response time (p90)1,720 msMinutes+ (async)Seconds–hours (async)Not measuredNot measuredNot measuredNot measured
Rate limit50 req/s (raisable)Not publishedNot publishedNot publishedNot publishedNot publishedNot published
Price / 1K$0.40 flat$1.30–1.50$1.50–2.70$0.25–0.50~$0.15–0.50~$8–16 (IG tier)$3.00 entry
Pricing modelFlat per requestPer recordPer resultPer resultPer request/pagePer response, auto-tieredCredits / quota
BillingOnly successful (2xx)Per recordPer resultPer resultNo-fail billingPer successful responsePer credit
MCPYesYesYesYesYesYesNo
SDKsPython, JavaScriptPython, CLIPython, JavaScriptPythonPython, GoPython (Scrapy)—
Free tier$1 free (~2,500 calls)5,000 records/mo$5/mo credit$5 credit10K requests/mo$5 + 30-day trialTrial

Official & consent-based APIs

Meta’s own API and consent-based creator-data vendors. Sanctioned, but structurally unable to read an arbitrary public profile — they need the account’s own authorization.

herascrape Meta Graph API↗Phyllo / InsightIQ↗
FocusInstagram-onlyOfficial (own accounts)Official (consent)
Instagram data37 structured endpointsNo public profilesConsent creators only
Data formatStructured JSONStructured JSONConsent insights
API typeRESTOfficial OAuth RESTOfficial OAuth REST
DeliverySynchronousSynchronousConsent-gated
Response time (p90)1,720 msNot measuredNot measured
Rate limit50 req/s (raisable)Platform limitsNot published
Price / 1K$0.40 flatFree~$199/mo (not per-call)
Pricing modelFlat per requestFree (app review)Consent subscription
BillingOnly successful (2xx)FreeSubscription
MCPYesNoNo
SDKsPython, JavaScriptFacebook SDKs (Python, Node, PHP, Java, Ruby)Connect SDK (iOS, Android, RN, Flutter, Web)
Free tier$1 free (~2,500 calls)Free (gated by review)Demo / quote

Figures normalized to US$ per 1,000 and verified on each vendor’s live pages on 2026-10-24; prices move, so re-check before relying on a number. Response time (p90) is our own benchmark of herascrape and HikerAPI (aggregate across endpoints, measured 2026-10-23); other providers were not independently benchmarked, and async latencies and rate limits shown are vendor-stated. Competitor names, logos and trademarks belong to their owners; comparisons are for evaluation only.