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Cloud Scraper TCO Math · 20268 min read·Updated 2026-11-09

Apify TikTok Scraper Pricing Math (2026): Pay-Per-Result, Actor Compute & Proxy Burn

Direct Answer · Cloud Scraper TCO FormulaFormula: Monthly_TCO = max(Plan_Floor, Items ÷ 1,000 × Tier_Rate) + Media_Proxy_Burn · Verified 2026-11-09

Apify TikTok scrapers such as clockworks/tiktok-scraper combine monthly platform plans (Starter $39/mo, Scale $199/mo, Business $999/mo; unused monthly prepaid credits expire each billing cycle) with tier-dependent Pay-Per-Result fees ($3.70/1K Free, $3.00/1K Starter, $2.30/1K Scale; the advertised $1.70/1K requires the $999/mo plan) plus proxy or compute charges on custom runs. Monthly TCO follows max(Plan_Floor, Items / 1,000 * Tier_Rate) + Media_Proxy_Burn. Scraping 100,000 items/month costs $230–$300/mo ($230 Scale, $300 Starter), while 1,000,000 items/month costs $1,700–$2,300+/mo ($2,300 Scale, $1,700 on $999 Business) before MP4 download bandwidth and 15–45s container cold starts.

Why the advertised '$1.70 per 1,000 results' badge on Apify Store requires a $999/mo Business plan — plus exact single-plan TCO formulas across Free, Starter ($39/mo), and Scale ($199/mo) at 10K, 100K, and 1M items.

Key Engineering Takeaways (TL;DR)

  • ✓Apify Store Actor pricing is set per Actor and discounted by your monthly Apify subscription tier: on clockworks/tiktok-scraper, 1,000 results cost $3.70 on Free ($0/mo), $3.00 on Starter ($39/mo), $2.30 on Scale ($199/mo), and $1.70 only on Business ($999/mo).
  • ✓Prepaid monthly platform credits included in Starter ($39), Scale ($199), and Business ($999) expire at the end of every monthly billing cycle — underutilized months increase your effective per-1,000 record rate.
  • ✓Non-PPE community Actors and runs that download video files into Apify Key-Value Stores additionally burn Compute Units ($0.30–$0.40/CU), residential proxy traffic ($8.00–$12.50/GB), and 15–45 seconds of Docker container cold-start latency.
  • ✓Replacing async Actor runs with ShortVid API cuts 100K-video spend from $230–$300/mo down to $20.00 PAYG ($7.96 effective on Business) and drops median latency from 15–45s to 967 ms synchronous HTTP JSON.

1. Deconstructing Apify's Three Cost Layers: Plan Tier, Pay-Per-Result & Proxy/Compute Burn

Apify Actors are full Docker containers scheduled on cloud worker nodes. Pricing varies depending on whether an Actor author selects Pay-Per-Event / Pay-Per-Result (such as clockworks/tiktok-scraper on apify.com/clockworks/tiktok-scraper, verified 2026-11-09) or traditional Rental + Compute Unit + Residential Proxy billing.

  • Tier-Gated Pay-Per-Result Rates ($3.70/1K down to $1.70/1K): Store listings highlight the lowest possible rate ($1.70/1K results), which is exclusively unlocked on the $999/month Business plan. On Starter ($39/mo) you pay $3.00/1K results; on Scale ($199/mo) you pay $2.30/1K; and older Pay-Per-Result community scrapers commonly charge $2.50–$5.00/1K results.
  • Monthly Platform Floor & Expiring Prepaid Usage Credits: Your monthly subscription fee ($39, $199, or $999) acts as a monthly minimum commitment whose included platform credits expire every billing cycle. If you subscribe to Scale ($199/mo) for the $2.30/1K rate but only pull 40,000 videos one month ($92 usage), you still pay $199 ($4.98/1K effective).
  • Compute Units, Residential Proxy GB & 15–45s Cold Starts: On Compute-billed Actors — or whenever you enable MP4 video downloading/storage inside an Actor run — container boot time (15–45s per run), memory-seconds ($0.30–$0.40/CU), and residential proxy bandwidth ($8–$12.50/GB) stack on top of Actor fees.
Single-plan monthly TCO math for clockworks/tiktok-scraper on Apify across 10K, 100K, and 1M results (verified 2026-11-09; excludes extra MP4 storage/bandwidth)
Apify Platform PlanMonthly Floor (Expiring Credits)Actor Rate / 1K Results10,000 Results / mo Bill100,000 Results / mo Bill1,000,000 Results / mo Bill
Free Plan$0 / mo ($5 free credit)$3.70 / 1,000$37.00 (capped until upgraded)Requires paid planRequires paid plan
Starter Plan$39 / mo$3.00 / 1,000$39.00 ($30 usage + $9 expired)$300.00 (100 × $3.00)$3,000.00 (1,000 × $3.00)
Scale Plan$199 / mo$2.30 / 1,000$199.00 ($23 usage + $176 expired)$230.00 (100 × $2.30)$2,300.00 (1,000 × $2.30)
Business Plan$999 / mo$1.70 / 1,000$999.00 ($17 usage + $982 expired)$999.00 ($170 usage + $829 expired)$1,700.00 (1,000 × $1.70)
Rental + CU + Residential Proxy Actors$39–$199/mo + $20–$35 Actor rentCompute + $8–$12.50/GB proxy$65–$110 / mo$320–$550 / mo$2,500–$4,500+ / mo

2. Normalized Benchmark: Per 1,000 Successful JSON Records (10K / 100K / 1M)

Comparing an asynchronous container platform against a warm synchronous REST gateway highlights massive differences in both unit economics (10x–15x lower spend) and user-facing response latency.

Normalized TCO and latency per 1,000 successful JSON records: ShortVid API vs Apify TikTok Scrapers
Benchmark DimensionShortVid API (PAYG / Base Rate)ShortVid API (Pro $69 / Business $199)Apify TikTok Scrapers (Starter $39 / Scale $199 / Business $999)
Effective Cost per 1,000 Videos$0.20 / 1K videos ($0.10 / 1K comments & followers)$0.08 / 1K videos on Business · $0.115 / 1K on Pro$2.30–$3.70 / 1K results ($1.70/1K requires $999/mo plan)
10,000 Videos / mo Total Bill$2.00 credit burn ($9 one-time Indie PAYG · never expires)Included in $19/mo Starter (uses 8% of 250K credits)$39.00 / mo on Starter ($3.90 / 1K effective)
100,000 Videos / mo Total Bill$20.00 ($19/mo Starter or $25 one-time PAYG)$7.96 effective burn on Business · $11.50 on Pro$230.00 / mo on Scale or $300.00 / mo on Starter (ShortVid saves 91%–93%)
1,000,000 Videos / mo Total Bill$200.00 ($178 via 2 × $89 Pro PAYG · 2.4M credits)$79.60 effective burn inside $199/mo Business (5M credits!)$2,300.00 / mo on Scale or $1,700.00 / mo on $999 Business (ShortVid saves 88%–91%)
Empty Results, 404s & Failed Run Billing0 Credits charged (strictly free on 404, empty, or upstream error)0 Credits chargedCU-billed Actors still burn container boot & proxy initialization CUs
Credit Expiration PolicyNever expires on PAYG ($9–$249) or leftover paid balancePaid credits never expireIncluded monthly platform credits expire at the end of every cycle
Median Latency & Integration ModelSynchronous HTTP GET: 967 ms /v1/user/posts · 2.28 s /v1/video/search (14d p50)60–600 RPM instant JSON (<10 ms on cache hits)Async container queue: 15–45 s cold start + run status polling + dataset fetch

3. 5-Minute Field-Level Migration: Replace Async Actor Runs with One GET Request

You can delete the apify-client SDK, webhook listeners, and dataset polling loops in under five minutes. Every ShortVid API video response already embeds the direct 1080p no-watermark hdplay MP4 URL at zero extra compute or storage cost.

  • Input Parameter Mapping: Replace clockworks/tiktok-scraper run_input { profiles: ['tiktok'], resultsPerPage: 30 } with GET https://api.shortvidapi.com/v1/user/posts?unique_id=tiktok&count=35&cursor=0 (or searchQueries -> GET /v1/video/search?keywords=...&count=30).
  • Dataset Item -> Synchronous JSON Field Mapping: Map item.id -> video.video_id, item.text -> video.title, item.playCount -> video.play_count, item.diggCount -> video.digg_count, item.authorMeta.name -> video.author.unique_id, and item.videoMeta.downloadAddr -> video.hdplay.

Apify Actor Polling -> Synchronous ShortVid API GET (cURL / Python / TypeScript)

Replace a 30-second containerized Actor job ($2.30–$3.70/1K) with a <1-second synchronous HTTP GET ($0.20/1K).

curl -sS "https://api.shortvidapi.com/v1/video/search?keywords=skincare+routine&count=30&cursor=0&region=US" \
  -H "x-api-key: tk_live_your_api_key"
Zero-Commitment Benchmark · Instant API Key60–600 RPM · Never-Expiring PAYG

Benchmark your workload with 10,500 free Credits ($1.05).

Test all 16 REST & MCP endpoints side-by-side before changing production billing: $0.20/1K searched or creator videos, $0.10/1K comments or 200-user follower pages, $1.00/1K single 1080p detail lookups, and 0 Credits on HTTP 404, empty, or timeout responses. Upgrade anytime via never-expiring PAYG ($9–$249) or Monthly Plans ($19 / $69 / $199) with Stripe VAT PDF invoices or 0%-fee Crypto.

Methodology & disclosure: Competitor tier rates and billing rules verified from publicly published pricing pages as of November 9, 2026 (re-audited monthly). Published by ShortVid API Engineering (an independent competing TikTok data API gateway; not affiliated with, endorsed by, or sponsored by Apify).

Interactive Engineering Workbench · Side-by-Side Benchmark

Verify real-time latency, pagination math & JSON schema

5,000 videos/day
10,000 comments/day
20,000 followers/day
Our HTTP Calls/Day
452
Large page sizes
Legacy Provider Calls
1,334
30-item small pages
Official Research API
Within 1K Cap
1,000 req/day limit
Estimated Monthly Pipeline Cost (30 Days)
$72.73/ mo with Business bonus ($120.00 base rate)
Daily consumption: 40,000 Credits ($4.00/day)
ShortVid API (with volume bonus):$72.73 / mo
Legacy Scrapers ($1.50 / 1K calls):$60.03 / mo
Failed / 404 request fee:$0.00 (0 Credits)

Frequently Asked Questions

Why does Apify Store show $1.70 per 1,000 results when my Starter invoice bills $3.00 per 1,000?
Apify Store displays the lowest Business-tier price ($1.70/1K, which requires a $999/month subscription). On Free you pay $3.70/1K, on Starter ($39/mo) you pay $3.00/1K, and on Scale ($199/mo) you pay $2.30/1K.
Do unused monthly Apify subscription credits roll over?
No. Prepaid platform usage credits included in Apify monthly plans ($39 Starter, $199 Scale, $999 Business) reset each monthly billing cycle without rolling over. On ShortVid API, both Pay-As-You-Go packs ($9–$249) and unused paid credits never expire.
Can I call ShortVid API from n8n, Make.com, Clay, or Zapier instead of running an Apify Actor?
Yes. Because ShortVid API returns synchronous JSON in ~0.8–2.3s via standard GET requests with an x-api-key header, a single HTTP Request node in n8n, Make, or Clay replaces multi-step 'Run Actor -> Wait -> Fetch Dataset' workflows. You can also see /from-apify for a full parameter reference.

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