Douyin scrapers compared
147 tools that scrape Douyin, ranked by real usage over the last 30 days. Success rate is the share of public runs that finished successfully in the last 30 days. Summed reported actor users: 16,825. Users may overlap across tools; this is not a count of unique people or buyers, or search volume.
At a glance: 147 tools; 58 of 60 displayed tools have recorded 30-day run completion (20+ public runs); the current usage pick accounts for 17% of all reported users. Dataset file date: 2026-10-21; individual observation dates vary or are unknown.
Carried forward means retained from an earlier fetch; pricing and usage may have changed, or the listing may be absent from today's fetch. Unknown observation dates remain unknown. Dataset file dates and tool build dates are not tool observation dates.
Most used: Douyin 抖音 Search Scraper + Video Downloader - 60+ Fields (2,870 users in 30 days).
Most reliable with 300+ runs: Douyin Transcripts Scraper (100.0% of 44,873 runs succeeded).
Current recommendations use only tools fetched in this dataset with a known observation date. Carried-forward and unknown-date records remain in comparisons but cannot be current picks.
Pricing coverage among 60 displayed tools: 59 with a recorded primary-event rate; 0 with an unavailable primary-event rate; 1 with an explicit FREE model. Primary-event rates use the recorded billing units below; different events are not equivalent results.
Comparison evidence
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Recorded primary-event amounts only; run starts, other events and platform charges can add cost. Matching event IDs do not establish equivalent output or total cost. Some links are affiliate links; we may earn a commission. Disclosure.
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Sorting covers only the displayed subset (at most 60 tools), not the entire store or every matching actor. Success means run completion, not output accuracy. Review sorting uses review count, not rating. Unknown evidence stays last; ties retain original order.
Default order: 30-day usage.
| Tool | Users 30d | Observed run completion 30d | Runs 30d | USD / 1,000 primary events | USD / run start | Review count (rating shown) | Last run |
|---|---|---|---|---|---|---|---|
| Douyin 抖音 Search Scraper + Video Downloader - 60+ Fields zen-studio/douyin-search-scraper Fetched · Observed: 2026-10-21 · alternatives | 2,870 | 99.6% | 29,303 | $0.010Selected event: result (apify-default-dataset-item)2 additional listed charge eventsSingle result in the default dataset.
| <$0.001 | 4 reviews · rating 5.0 | 2026-10-20 |
| 抖音数据 API：商品、用户、视频与评论 | Douyin API socialdatax/socialdatax-douyin-data-api Fetched · Observed: 2026-10-21 · alternatives | 2,434 | 96.3% | 21,017 | $4.99 | <$0.001 | 1 reviews · rating 5.0 | 2026-10-20 |
| Douyin 抖音 Product Search Scraper - Price, Sales & Commission zen-studio/douyin-product-search-scraper Fetched · Observed: 2026-10-21 · alternatives | 2,314 | 99.0% | 11,946 | $0.010Selected event: Result (apify-default-dataset-item)2 additional listed charge eventsSingle result in the default dataset.
| $0.005 | 1 reviews · rating 5.0 | 2026-10-20 |
| Douyin Transcripts Scraper apple_yang/douyin-transcripts-scraper Fetched · Observed: 2026-10-21 · alternatives | 2,138 | 100.0% | 44,873 | $1.00Selected event: result (apify-default-dataset-item)1 additional listed charge eventsSingle result in the default dataset.
| Unavailable | 13 reviews · rating 5.0 | 2026-10-20 |
| Douyin 抖音 Profile Scraper - 博主 Followers, Posts & Hashtags zen-studio/douyin-profile-scraper Fetched · Observed: 2026-10-21 · alternatives | 2,127 | 99.8% | 29,858 | $6.99Selected event: Result (result)Event detailsCost per profile and post in the dataset | $0.001 | 3 reviews · rating 5.0 | 2026-10-20 |
| Douyin 抖音 Video Scraper - Metadata + MP4 Downloads zen-studio/douyin-video-scraper Fetched · Observed: 2026-10-21 · alternatives | 1,173 | 99.8% | 56,505 | $0.010Selected event: result (apify-default-dataset-item)2 additional listed charge eventsSingle result in the default dataset.
| $0.005 | 1 reviews · rating 5.0 | 2026-10-20 |
| Douyin 抖音 Scraper natanielsantos/douyin-scraper Fetched · Observed: 2026-10-21 · alternatives | 738 | 99.7% | 17,876 | $7.00Selected event: Result (result)4 additional listed charge eventsCost per result item returned.
| <$0.001 | 11 reviews · rating 3.8 | 2026-10-20 |
| Douyin Video Search Scraper toolzerhub/douyin-video-search-scraper Fetched · Observed: 2026-10-21 · alternatives | 727 | 58.2% | 2,447 | $5.60Selected event: Result (apify-default-dataset-item)1 additional listed charge eventsSingle result in the default dataset.
| <$0.001 | 0 reviews · rating 0.0 | 2026-10-20 |
| Douyin Hot Search Scraper - Real-Time Trending Topics zen-studio/douyin-hot-search-scraper Fetched · Observed: 2026-10-21 · alternatives | 427 | 96.4% | 983 | $0.010Selected event: Dataset row (apify-default-dataset-item)1 additional listed charge eventsSingle result in the default dataset.
| $0.050 | 0 reviews · rating 0.0 | 2026-10-20 |
| Douyin Comments Scraper natanielsantos/douyin-comments-scraper Fetched · Observed: 2026-10-21 · alternatives | 351 | 99.6% | 2,925 | $2.00 | <$0.001 | 2 reviews · rating 4.3 | 2026-10-20 |
| Douyin 抖音 Comments Scraper - Comments & Replies zen-studio/douyin-comments-scraper Fetched · Observed: 2026-10-21 · alternatives | 338 | 98.0% | 735 | $0.010Selected event: result (apify-default-dataset-item)1 additional listed charge eventsSingle result in the default dataset.
| $0.050 | 0 reviews · rating 0.0 | 2026-10-20 |
| Douyin User Search Scraper toolzerhub/douyin-user-search-scraper Fetched · Observed: 2026-10-21 | 130 | 96.6% | 799 | $4.00Selected event: Result (apify-default-dataset-item)1 additional listed charge eventsSingle result in the default dataset.
| <$0.001 | 0 reviews · rating 0.0 | 2026-10-20 |
| Douyin 抖音 Search Scraper ✅ Free Video Downloader atomus/douyin-scraper Fetched · Observed: 2026-10-21 | 117 | 99.7% | 1,622 | $10.00Selected event: Video search result (video-search-result)10 additional listed charge eventsCharged per video returned from a keyword search.
| Unavailable | 1 reviews · rating 5.0 | 2026-10-20 |
| Douyin Account Analytics Scraper toolzerhub/douyin-account-analytics-scraper Fetched · Observed: 2026-10-21 | 114 | 98.7% | 552 | $25.00Selected event: Result (apify-default-dataset-item)1 additional listed charge eventsSingle result in the default dataset.
| <$0.001 | 0 reviews · rating 0.0 | 2026-10-20 |
| Douyin Xingtu Creator Rankings - Brand-Deal KOLs & Rates zen-studio/douyin-xingtu-rankings-scraper Fetched · Observed: 2026-10-21 | 84 | 95.6% | 160 | $0.010Selected event: result (apify-default-dataset-item)1 additional listed charge eventsSingle result in the default dataset.
| $0.050 | 0 reviews · rating 0.0 | 2026-10-20 |
| Douyin Video Downloader API (No Watermark, Fast & Reliable) apple_yang/douyin-video-audio-downloader Fetched · Observed: 2026-10-21 | 62 | 99.9% | 6,024 | $5.00 | Unavailable | 9 reviews · rating 5.0 | 2026-10-20 |
| Douyin Scraper — TikTok China API & Video Downloader sian.agency/douyin-scraper Fetched · Observed: 2026-10-21 | 60 | 98.5% | 1,724 | $12.00Selected event: User Videos (user-videos-result)6 additional listed charge eventsCharged per video row in a user's catalog.
| $0.14 | 2 reviews · rating 5.0 | 2026-10-20 |
| Douyin Scraper 抖音 [Only $3] Search, Videos, Comments & Profiles memo23/douyin-scraper Fetched · Observed: 2026-10-21 | 46 | 99.7% | 877 | $3.00 | $0.005 | 1 reviews · rating 5.0 | 2026-10-20 |
| Douyin Video Downloader 🎥 easyapi/douyin-video-downloader Fetched · Observed: 2026-10-21 | 44 | 99.6% | 549 | $2.99 | $0.090 | 1 reviews · rating 1.0 | 2026-10-20 |
| Douyin Trending Scraper automation-lab/douyin-analytics-scraper Fetched · Observed: 2026-10-21 | 39 | 99.5% | 191 | $17.30Selected event: Result scraped (result-scraped)1 additional listed charge eventsCharged per trending topic, video, or user profile extracted from Douyin.
| $0.050 | 0 reviews · rating 0.0 | 2026-10-20 |
| Douyin Scraper - Search 抖音 Videos, Creators & Downloads vulnv/douyin-search-scraper Fetched · Observed: 2026-10-21 | 25 | 99.1% | 213 | $0.90Selected event: MP4 video download (video-download)1 additional listed charge eventsAdditional cost per downloaded MP4 video.
| Unavailable | 0 reviews · rating 0.0 | 2026-10-19 |
| Douyin Search Scraper — Find Videos by Keyword (No Watermark) hgservices/douyin-search-scraper Fetched · Observed: 2026-10-21 | 23 | 98.3% | 344 | $2.90Selected event: Search result (search-result)1 additional listed charge eventsCharged once for each search result (one video row) written to the output dataset. Duplicates across keywords are only charged once.
| <$0.001 | 0 reviews · rating 0.0 | 2026-10-20 |
| Douyin Scraper 2026 devcake/douyin-scraper Fetched · Observed: 2026-10-21 | 20 | 93.9% | 99 | $2.80Selected event: Douyin result (apify-default-dataset-item)2 additional listed charge eventsOne unique search post or direct comment-thread result saved to the default dataset.
| Unavailable | 0 reviews · rating 0.0 | 2026-10-20 |
| Douyin Shop Scraper — Products, Search, Reviews sian.agency/douyin-shop-scraper Fetched · Observed: 2026-10-21 | 17 | 99.6% | 240 | $30.00Selected event: Product Search Result (search-item-result)2 additional listed charge eventsCharged per Douyin Shop product returned by keyword search (10 rows per page).
| $0.14 | 0 reviews · rating 0.0 | 2026-10-20 |
| Douyin Profile Scraper hgservices/douyin-profile-scraper Fetched · Observed: 2026-10-21 | 17 | 97.5% | 1,951 | $1.90Selected event: Profile Scraped Charge (profile-scraped)2 additional listed charge eventsCharged for each profile scraped
| <$0.001 | 0 reviews · rating 0.0 | 2026-10-20 |
| Douyin 抖音 Transcripts Scraper - 50+ Languages, .srt + MP4 zen-studio/douyin-transcripts-scraper Fetched · Observed: 2026-10-21 | 17 | 95.9% | 97 | $39.00Selected event: Chinese transcript per minute (transcript_zh_minute)2 additional listed charge eventsCharged once per beginning minute of audio for the original Chinese transcript. A 0:50 video charges 1 minute; a 19:20 video charges 20 minutes.
| $0.009 | 0 reviews · rating 0.0 | 2026-10-19 |
| High Accuracy Douyin Transcripts Scraper apple_yang/high-accuracy-douyin-transcripts-scraper Fetched · Observed: 2026-10-21 | 17 | 100.0% | 59 | $0.60Selected event: result (apify-default-dataset-item)1 additional listed charge eventsSingle result in the default dataset.
| Unavailable | 8 reviews · rating 5.0 | 2026-10-20 |
| TikTok, Douyin & Bilibili Scraper — Videos, Profiles, Comments openclawai/tiktok-douyin-bilibili-scraper Fetched · Observed: 2026-10-21 | 16 | 99.0% | 193 | $1.00Selected event: Video scraped (video-scraped)2 additional listed charge eventsOne video with full metadata: title, stats, author, music, hashtags, and a no-watermark MP4 URL. Covers TikTok, Douyin, and Bilibili.
| Unavailable | 6 reviews · rating 3.1 | 2026-10-20 |
| Douyin Video Downloader & Scraper - No Watermark hgservices/douyin-scraper Fetched · Observed: 2026-10-21 | 16 | 90.6% | 3,460 | $3.90 | <$0.001 | 1 reviews · rating 5.0 | 2026-10-20 |
| Douyin Search Scraper happy_b/douyin-search-scraper Fetched · Observed: 2026-10-21 | 15 | 95.7% | 187 | $500.00 | $0.001 | 0 reviews · rating 0.0 | 2026-10-20 |
| 抖音 Douyin Scraper - TikTok China Search, Video & Profile API selleraim.com/douyin-pro-scraper Fetched · Observed: 2026-10-21 | 14 | 89.9% | 89 | $5.00Selected event: Search / list result (bulk-result)1 additional listed charge eventsOne row of search, user, hashtag or hot-list video data.
| <$0.001 | 0 reviews · rating 0.0 | 2026-10-20 |
| Douyin Profile Videos Scraper toolzerhub/douyin-profile-videos-scraper Fetched · Observed: 2026-10-21 | 14 | 95.2% | 125 | $5.00Selected event: Result (apify-default-dataset-item)1 additional listed charge eventsSingle result in the default dataset.
| <$0.001 | 0 reviews · rating 0.0 | 2026-10-20 |
| Douyin Search Scraper khadinakbar/douyin-search-scraper Fetched · Observed: 2026-10-21 | 14 | 92.1% | 63 | $5.00Selected event: Video returned (video-found)Event detailsCharged for each Douyin video returned in search results. | <$0.001 | 0 reviews · rating 0.0 | 2026-10-17 |
| Douyin Scraper — Hot Trends, Videos & TikTok China Data bovi/douyin-scraper Fetched · Observed: 2026-10-21 | 12 | 93.0% | 100 | $0.49Selected event: Hot Search Topic (hot-search-result)1 additional listed charge eventsOne trending topic with rank, hot value and view count.
| <$0.001 | 0 reviews · rating 0.0 | 2026-10-20 |
| Douyin Comments Scraper - Text, Likes, IP Region & Authors parseforge/douyin-comments-scraper Fetched · Observed: 2026-10-21 | 12 | 100.0% | 41 | $2.00Selected event: Result item (result-item)Event detailsCharged once per result delivered to the dataset. | Unavailable | 0 reviews · rating 0.0 | 2026-10-20 |
| Douyin Scraper — Hot List, Video Detail, No Watermark 抖音 technicaldost/douyin-hot-video-scraper Fetched · Observed: 2026-10-21 | 10 | 94.4% | 72 | $5.00 | <$0.001 | 0 reviews · rating 0.0 | 2026-10-20 |
| China Trending Topics: Weibo, Douyin, Baidu Hot Search & More sinodata/china-trending-topics Fetched · Observed: 2026-10-21 | 9 | 100.0% | 40 | $0.50Selected event: Trending topic (trend)Event detailsOne trending topic from any platform | Unavailable | 0 reviews · rating 0.0 | 2026-10-20 |
| Douyin Video Downloader burbn/douyin-video-downloader Fetched · Observed: 2026-10-21 | 7 | 100.0% | 46 | $20.00 | <$0.001 | 0 reviews · rating 0.0 | 2026-10-19 |
| Douyin Profile Posts Scraper burbn/douyin-profile-posts-scraper Fetched · Observed: 2026-10-21 | 7 | 98.8% | 84 | $20.00 | <$0.001 | 0 reviews · rating 0.0 | 2026-10-20 |
| Douyin Product Search Scraper - 抖音商城 by Keyword khadinakbar/douyin-product-search-scraper Fetched · Observed: 2026-10-21 | 7 | 90.9% | 33 | $9.00Selected event: Product found (product-found)Event detailsCharged once per successfully scraped Douyin Shop product listing row pushed to the dataset. | <$0.001 | 0 reviews · rating 0.0 | 2026-10-20 |
| Douyin Profile Scraper happy_b/douyin-profile-scraper Fetched · Observed: 2026-10-21 | 7 | 93.2% | 470 | $500.00Selected event: profile (apify-default-dataset-item)1 additional listed charge eventsSingle profile result in the default Profiles dataset.
| $0.001 | 0 reviews · rating 0.0 | 2026-10-20 |
| Douyin Profile Scraper toolzerhub/douyin-profile-scraper Fetched · Observed: 2026-10-21 | 6 | 89.4% | 85 | $6.00 | <$0.001 | 0 reviews · rating 0.0 | 2026-10-20 |
| Douyin AI Transcript Scraper hgservices/douyin-ai-transcript-scraper Fetched · Observed: 2026-10-21 | 6 | 90.0% | 50 | $5.00Selected event: Video processed (video-processed)1 additional listed charge eventsA flat fee charged once per video
| <$0.001 | 0 reviews · rating 0.0 | 2026-10-19 |
| Douyin Scraper (抖音): Videos, Comments, Users, Search & HD openclawai/douyin-scraper Fetched · Observed: 2026-10-21 | 5 | 100.0% | 353 | $2.50Selected event: Douyin video (cn-video-scraped)5 additional listed charge eventsOne Douyin video, from any mode.
| Unavailable | 1 reviews · rating 5.0 | 2026-10-20 |
| Douyin AI Transcript Extractor — Video to Text sian.agency/douyin-ai-transcript-extractor Fetched · Observed: 2026-10-21 | 5 | 97.5% | 40 | $21.00Selected event: Transcribed video (DouyinContentProcessed)2 additional listed charge eventsOne Douyin video that produced a transcript plus metadata (SRT, VTT, word timestamps, engagement and creator stats).
| $0.050 | 0 reviews · rating 0.0 | 2026-10-20 |
| Douyin Comments Scraper toolzerhub/douyin-comments-scraper Fetched · Observed: 2026-10-21 | 5 | 98.1% | 105 | $5.00 | <$0.001 | 0 reviews · rating 0.0 | 2026-10-20 |
| Douyin Live Recorder - Real-Time Chat, Gifts & MP4 Capture zen-studio/douyin-live-recorder Fetched · Observed: 2026-10-21 | 5 | 85.5% | 173 | $0.010Selected event: result (apify-default-dataset-item)2 additional listed charge eventsSingle result in the default dataset.
| $0.050 | 0 reviews · rating 0.0 | 2026-10-20 |
| 🔥 FREE BETA: Douyin 抖音 Scraper, 20 Keywords, No-Watermark MP4 plutonus/douyin-scraper Fetched · Observed: 2026-10-21 | 5 | 95.2% | 228 | Explicit FREE modelExplicit FREE pricing model; billing unit unavailable.Event detailsEvent description unavailable. | Explicit FREE model | 0 reviews · rating 0.0 | 2026-10-19 |
| Douyin Search & Videos Scraper - Keywords and Post URLs parseforge/douyin-search-videos-scraper Fetched · Observed: 2026-10-21 | 5 | 100.0% | 72 | $4.00Selected event: Result item (result-item)Event detailsCharged once per result delivered to the dataset. | Unavailable | 0 reviews · rating 0.0 | 2026-10-20 |
| Douyin Video Scraper toolzerhub/douyin-video-scraper Fetched · Observed: 2026-10-21 | 5 | 100.0% | 38 | $6.00 | <$0.001 | 0 reviews · rating 0.0 | 2026-10-20 |
| Douyin Video & Creator Scraper - Chinese TikTok Trends & Audio madeingermany/douyin-scraper Fetched · Observed: 2026-10-21 | 4 | 100.0% | 33 | $3.00 | $0.005 | 0 reviews · rating 0.0 | 2026-10-19 |
| Douyin Analytics Scraper maximedupre/douyin-analytics-scraper Fetched · Observed: 2026-10-21 | 4 | 100.0% | 295 | $3.55Selected event: Hot-search trend (result-scraped)Event detailsOne hot-search trend saved to the dataset. | Unavailable | 0 reviews · rating 0.0 | 2026-10-20 |
| Douyin 抖音 User Search Scraper - Creator & Influencer Finder zen-studio/douyin-user-search-scraper Fetched · Observed: 2026-10-21 | 4 | 97.2% | 72 | $0.010Selected event: Result (apify-default-dataset-item)1 additional listed charge eventsSingle result in the default dataset.
| $0.005 | 0 reviews · rating 0.0 | 2026-10-20 |
| Douyin Video Downloader – Direct Video & Audio URLs lance_api/douyin-video-downloader-api Fetched · Observed: 2026-10-21 | 4 | 100.0% | 174 | $2.90Selected event: result (result)Event detailsOne successful Douyin video with a validated direct video URL. Failed, unavailable, and duplicate inputs are not charged. | Unavailable | 0 reviews · rating 0.0 | 2026-10-20 |
| Douyin Hot Search Scraper API - Trending Topics dami_studio/douyin-hot-search-scraper Fetched · Observed: 2026-10-21 | 4 | 100.0% | 30 | $0.40Selected event: Trending topic (topic)Event detailsOne Douyin hot-search topic returned. Sample rows and error diagnostics are never charged. | $0.001 | 0 reviews · rating 0.0 | 2026-10-20 |
| Douyin Search Scraper maximedupre/douyin-search-scraper Fetched · Observed: 2026-10-21 | 4 | 97.2% | 141 | $2.60Selected event: Matching post (douyin-search-post)1 additional listed charge eventsOne matching post saved to your dataset.
| Unavailable | 0 reviews · rating 0.0 | 2026-10-19 |
| Douyin Scraper — Hot Search, Trending & Viral blackfalcondata/douyin-scraper Fetched · Observed: 2026-10-21 | 3 | 100.0% | 31 | $5.99 | <$0.001 | 0 reviews · rating 0.0 | 2026-10-20 |
| Douyin Transcript & Subtitles Scraper & API: 抖音 Video to Text quarra/douyin-transcript-scraper Fetched · Observed: 2026-10-21 | 3 | — | 10 | $1.00Selected event: Transcript (transcript)2 additional listed charge eventsOne Douyin video transcribed and saved to the dataset
| $0.003 | 0 reviews · rating 0.0 | 2026-10-20 |
| Douyin Search Scraper lanternlab318/douyin-search Fetched · Observed: 2026-10-21 | 3 | — | 15 | $4.99Selected event: Video (video)Event detailsEach Douyin video row written. A video found by several keywords in one run is charged once. Summary rows are free. | Unavailable | 0 reviews · rating 0.0 | 2026-10-20 |
| Douyin Transcript – AI Speech to Text & Subtitles lance_api/douyin-transcripts-scraper Fetched · Observed: 2026-10-21 | 3 | 100.0% | 53 | $1.00Selected event: Result (result)2 additional listed charge eventsCharged once for each successfully generated transcript result.
| Unavailable | 0 reviews · rating 0.0 | 2026-10-19 |
Download the Douyin comparison CSV (60 displayed tools). Includes snapshot_date (the dataset file date, not tool observation), observed_on (blank when unknown), observation_status (fetched, carried_forward or unknown), carried_forward, usage, recorded runs and reviews (blank when unavailable; 0 means recorded zero), success rate (0–1), pricing model, primary event and its listed USD price per 1,000 events (per_k). This primary-event rate is not total cost: run-start and additional charges may apply, and events can differ between tools. Unknown prices and success rates are blank; FREE identifies an explicit free pricing model.
Success rate is shown only for tools with 20+ runs in 30 days; below 90% is highlighted. Prices are list prices for Apify's free plan (paid plans are cheaper). Rates are per 1,000 primary events in the recorded unit named beside each rate; an unavailable billing unit is labeled explicitly. Different billing events do not imply equivalent results. Run-start and additional charges, plus your workload, determine total cost. Unavailable means the snapshot did not provide the value; an explicit FREE model is separate from a zero listed event rate. You are responsible for complying with Douyin's terms and applicable law. How we measure.
Would rather not run a scraper yourself? See our measured comparison of scraping APIs (success rate and cost per page on real targets).
Other ways to get this data
These are workflow options, not target-specific benchmark results. Check target support, response fields and setup requirements before choosing a tool.
Octoparse — desktop and cloud point-and-click scraper with ready-made templates for popular sites; no code, runs on a schedule.
Oxylabs — web scraping API with proxies and JavaScript rendering built in, for developers who want raw pages or parsed results in their own code.
ScraperAPI — web scraping API that handles proxy rotation and JavaScript rendering behind one request; included in our daily scraping-API benchmark. See our controlled API benchmark and its limits. These controlled fixtures are not a test of this target website.
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Estimate recorded billing-event charges
Dataset file date: 2026-10-21; this does not date each tool’s recorded price. See tool observations in the table. Quantities refer to the selected tool’s billing event, not a result count. Changing tools clears both quantities; enter a workload for the new unit.
Partial estimate only: excludes other charge events, platform compute, subscriptions, taxes and unknown charges. No output requirements are inferred. Run-start charges are included only when a numeric rate is recorded and a run count is supplied.
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Select two to four tools using the checkboxes in the table. Evidence stays in the original table order.
Primary-event rates exclude run-start and other charges. Different billing events do not imply equivalent results or total costs. Observed public-run reliability over 30 days is not a guarantee for your workload. Unavailable means the snapshot did not provide the value. Some vendor links may be affiliate links; we may earn a commission. Disclosure.
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Shared counts use distinct Actor IDs shown in both comparison tables. Shared listings do not establish equivalent capabilities, interchangeable outputs or permission to scrape. Category peers share a directory category.