python.org scrapers compared
Which python.org scraper should you use? We rank 31 ready-made tools by how many people actually used them and how often their runs succeeded in the last 30 days, from official Apify Store statistics updated daily.
Quick answer
Short answer (Apify Store data, 2026-10-26): the most used python.org scraper is Example Code Runner (Python) — 84 users in the last 30 days, 91.8% of runs succeeded.
- Most used — Example Code Runner (Python): 84 users in 30 days, 91.8% of runs succeeded, Explicit FREE model; selected billing event unavailable; run start: $0.00; 0 additional listed charge events · billing evidence (listed rates only).
- The most used tool is also the most reliable one with 300+ runs.
At a glance: 31 tools; 24 of 31 displayed tools have recorded 30-day run completion (20+ public runs); the current usage pick accounts for 65% of all reported users. Dataset file date: 2026-10-26; individual observation dates vary or are unknown.
Comparison evidence
Compare two tools
Add tools from the rows below, or choose either side here. When both sides are filled, adding a row replaces the right tool.
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.
No tools match these filters. Change the filters or use Reset filters to show all tools.
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 |
|---|---|---|---|---|---|---|---|
| Example Code Runner (Python)by Apify apify/example-code-runner-python Fetched · Observed: 2026-10-26 | 84 Interval crosses a Store-wide count revision on 2026-10-23. | 91.8% | 2,724 | Explicit FREE modelExplicit FREE pricing model; billing unit unavailable.Event detailsEvent description unavailable. | Explicit FREE model | 3 reviews · rating 4.5 | 2026-10-25 |
| Playwright Scraper — Python, Any Website eszetael_lab/reliable-playwright-scraper Fetched · Observed: 2026-10-26 | 6 Interval crosses a Store-wide count revision on 2026-10-23. | 93.6% | 109 | $5.00Selected event: Delivered item (result-item)1 additional listed charge eventsCharged only for items actually written to your dataset. Pages that were blocked, timed out or held nothing readable are not charged.
| $0.020 | 0 reviews · rating 0.0 | 2026-10-25 |
| AI Agent Web Fetcher abotapi/ai-fetch-python Fetched · Observed: 2026-10-26 | 3 Interval crosses a Store-wide count revision on 2026-10-23. | 97.7% | 88 | $2.00 | $0.080 | 0 reviews · rating 0.0 | 2026-10-25 |
| Python Exampleby Apify apify/python-example Fetched · Observed: 2026-10-26 | 3 Interval crosses a Store-wide count revision on 2026-10-23. | 97.9% | 146 | Explicit FREE modelExplicit FREE pricing model; billing unit unavailable.Event detailsEvent description unavailable. | Explicit FREE model | 1 reviews · rating 5.0 | 2026-10-25 |
| Python Code Runner - pip, pandas & Dataset In/Out automa-flow/python-code-runner Fetched · Observed: 2026-10-26 | 3 Interval crosses a Store-wide count revision on 2026-10-23. | 93.5% | 77 | $4.00Selected event: Code run (code-run)3 additional listed charge eventsOne run in which your code started and finished: success, no rows, a code error, a timeout, a memory or output limit. Includes the first 30 GB-seconds of install and execution time. Not charged for invalid or unreadable input, failed installs, or a run the charge limit stopped before the code started. This price does not add a separate platform usage charge.
| <$0.001 | 0 reviews · rating 0.0 | 2026-10-25 |
| Code Runner Sandbox — Run Python & JavaScript Code in the Cloud nexgensignal/code-runner-sandbox Fetched · Observed: 2026-10-26 | 3 Interval crosses a Store-wide count revision on 2026-10-23. | 100.0% | 27 | $50.00Selected event: Code run (code_run)Event detailsOne completed code run. | Unavailable | 0 reviews · rating 0.0 | 2026-10-24 |
| Getting started with Python Crawlee and BeautifulSoup rapturous_dancehall/goodreads-book-scraper Fetched · Observed: 2026-10-26 | 2 Interval crosses a Store-wide count revision on 2026-10-23. | 100.0% | 28 | $0.010Selected event: result (apify-default-dataset-item)1 additional listed charge eventsSingle result in the default dataset.
| <$0.001 | 0 reviews · rating 0.0 | 2026-10-24 |
| PyPI Release Monitor - New Python Package Versions automly/pypi-release-monitor-api Fetched · Observed: 2026-10-26 | 2 Interval crosses a Store-wide count revision on 2026-10-23. | 100.0% | 22 | $0.25Selected event: Package summary produced (package-summary-produced)1 additional listed charge eventsCharged when a latest-release summary record is produced.
| Unavailable | 0 reviews · rating 0.0 | 2026-10-25 |
| PyPI Python Package Scraper lulzasaur/pypi-scraper Fetched · Observed: 2026-10-26 | 2 Interval crosses a Store-wide count revision on 2026-10-23. | 100.0% | 28 | $10.00 | <$0.001 | 0 reviews · rating 0.0 | 2026-10-25 |
| GitHub Trending Python & TypeScript Daily Radar jpmarketdata/github-trending-python-typescript-daily-radar Fetched · Observed: 2026-10-26 | 1 Interval crosses a Store-wide count revision on 2026-10-23. | — | 12 | $0.80Selected event: Trending repository delivered (trending-repository-created)Event detailsOne complete, validated daily GitHub Trending repository dataset row. No start event; no charge on failed or undelivered rows. | Unavailable | 0 reviews · rating 0.0 | 2026-10-25 |
| Remote Jobs Scraper: We Work Remotely, RemoteOK, Python.org humble-echidna/remote-jobs Fetched · Observed: 2026-10-26 | 1 Interval crosses a Store-wide count revision on 2026-10-23. | 100.0% | 26 | $2.00 | <$0.001 | 0 reviews · rating 0.0 | 2026-10-24 |
| Python Org Jobs Scraper zerobreak/python-org-jobs-scraper Fetched · Observed: 2026-10-26 | 1 Interval crosses a Store-wide count revision on 2026-10-23. | — | 7 | $5.99 | Unavailable | 0 reviews · rating 0.0 | 2026-10-25 |
| No Fluff Jobs Python Scraper silvery_geniality/nofluffjobs-scraper Fetched · Observed: 2026-10-26 | 1 Interval crosses a Store-wide count revision on 2026-10-23. | — | 7 | $1.00 | $0.001 | 0 reviews · rating 0.0 | 2026-10-24 |
| PyPI Download Stats: Python Package Trends m_ctim/pypi-download-stats-tracker Fetched · Observed: 2026-10-26 | 1 Interval crosses a Store-wide count revision on 2026-10-23. | 100.0% | 26 | $7.00Selected event: Download stats check (download-stats-check)Event detailsCharged once per request, regardless of how many packages are checked. | Unavailable | 0 reviews · rating 0.0 | 2026-10-24 |
| PyPI Python Package Scraper cloud9_ai/pypi-package-scraper Fetched · Observed: 2026-10-26 | 1 Interval crosses a Store-wide count revision on 2026-10-23. | 100.0% | 27 | $2.00 | <$0.001 | 0 reviews · rating 0.0 | 2026-10-24 |
| PyPI Scraper: Python Package Details and Stats v0iddo/pypi-package-tracker Fetched · Observed: 2026-10-26 | 1 Interval crosses a Store-wide count revision on 2026-10-23. | 100.0% | 26 | $0.20Selected event: PyPI package snapshot (package_snapshot)Event detailsOne PyPI package metadata row. | Unavailable | 0 reviews · rating 0.0 | 2026-10-25 |
| Python & JS Code Runner – Sandbox for AI Agents & Workflows gazidev/code-runner-sandbox Fetched · Observed: 2026-10-26 | 1 | — | 1 | $0.80Selected event: Code execution (execution)2 additional listed charge eventsOne finished code job (Python or JS), first 5 s of run time included.
| <$0.001 | 0 reviews · rating 0.0 | 2026-10-24 |
| PyPI Package Scraper — Python Package Metadata eins332570/pypi-package-scraper Fetched · Observed: 2026-10-26 | 1 Interval crosses a Store-wide count revision on 2026-10-23. | 100.0% | 27 | $5.00 | <$0.001 | 0 reviews · rating 0.0 | 2026-10-24 |
| Changelog Diff — verified Python breaking changes shoebill-dev27/changelog-diff Fetched · Observed: 2026-10-26 | 1 Interval crosses a Store-wide count revision on 2026-10-23. | 100.0% | 26 | $5.00 | $0.002 | 0 reviews · rating 0.0 | 2026-10-24 |
| PyPI (Python) Packages Scraper gio21/pypi-packages-scraper Fetched · Observed: 2026-10-26 | 1 Interval crosses a Store-wide count revision on 2026-10-23. | 100.0% | 28 | $3.00Selected event: Package Scraped (package-scraped)Event detailsCharged per PyPI package metadata returned | Unavailable | 0 reviews · rating 0.0 | 2026-10-25 |
| PyPI Python Packages Scraper - Versions, Authors & Licenses scrapers_lat/pypi-packages-scraper Fetched · Observed: 2026-10-26 | 1 Interval crosses a Store-wide count revision on 2026-10-23. | 100.0% | 26 | $8.00Selected event: Result (result)Event detailsA data record returned by the scraper. | Unavailable | 0 reviews · rating 0.0 | 2026-10-24 |
| PyPI Package Scraper - Python Metadata & Releases thirdwatch/pypi-package-scraper Fetched · Observed: 2026-10-26 | 1 Interval crosses a Store-wide count revision on 2026-10-23. | — | 12 | $4.00 | <$0.001 | 0 reviews · rating 0.0 | 2026-10-24 |
| PyPI Scraper - Python Package Metadata, Deps and Releases s-r/pypi-scraper Fetched · Observed: 2026-10-26 | 1 Interval crosses a Store-wide count revision on 2026-10-23. | 100.0% | 25 | $1.00Selected event: Package returned (package)1 additional listed charge eventsOne PyPI project with licence, dependencies, release history and yanked releases.
| $0.001 | 0 reviews · rating 0.0 | 2026-10-24 |
| AI/ML PyPI Package Tracker — Transformers, LangChain, Torch bovi/ai-ml-python-package-tracker Fetched · Observed: 2026-10-26 | 1 Interval crosses a Store-wide count revision on 2026-10-23. | — | 1 | $4.00 | <$0.001 | 0 reviews · rating 0.0 | 2026-10-05 |
| 🐍 PyPI Python Packages Releases & Dependency Stats Radar unrivaled_fortress/pypi-python-package-stats-radar Fetched · Observed: 2026-10-26 | 1 Interval crosses a Store-wide count revision on 2026-10-23. | 100.0% | 26 | $1.50 | <$0.001 | 0 reviews · rating 0.0 | 2026-10-24 |
| Python.org Job Board Scraper tapedawn/python-org-jobs-scraper Fetched · Observed: 2026-10-26 | 1 Interval crosses a Store-wide count revision on 2026-10-23. | 100.0% | 27 | $2.00Selected event: Job listing (job-listing)1 additional listed charge eventsOne job from the listing pages only (details turned off).
| Unavailable | 0 reviews · rating 0.0 | 2026-10-25 |
| Python Jobs Scraper (python.org) compass_lab/python-job-board-scraper Fetched · Observed: 2026-10-26 | 1 Interval crosses a Store-wide count revision on 2026-10-23. | 100.0% | 22 | $2.00Selected event: Job (job)Event detailsOne job listing (without the full description) that passed your filters | Unavailable | 0 reviews · rating 0.0 | 2026-10-24 |
| PyPI Scraper - Python Package Metadata & Versions scrapesage/pypi-scraper Fetched · Observed: 2026-10-26 | 1 Interval crosses a Store-wide count revision on 2026-10-23. | 100.0% | 27 | $2.00Selected event: Package scraped (package)Event detailsOne PyPI package: name, version, summary, author, license, keywords, dependencies, project URLs and release count. | Unavailable | 0 reviews · rating 0.0 | 2026-10-24 |
| Test Actor hgservices/test-actor-python Carried forward · Observed: 2026-10-20 | 1 Interval crosses a Store-wide count revision on 2026-10-23. | 100.0% | 26 | Explicit FREE modelExplicit FREE pricing model; billing unit unavailable.Event detailsEvent description unavailable. | Explicit FREE model | 0 reviews · rating 0.0 | 2026-10-18 |
| PyPI Python Packages & Release Intelligence Scraper litezero/pypi-packages-scraper Carried forward · Observed: 2026-10-21 | 1 Interval crosses a Store-wide count revision on 2026-10-23. | — | 3 | $1.00Selected event: Item Scraped (item-scraped)Event detailsCharged for every item successfully extracted. | <$0.001 | 0 reviews · rating 0.0 | 2026-10-20 |
| Python Scraper sovanza.inc/python-scraper Fetched · Observed: 2026-10-26 | 0 Interval crosses a Store-wide count revision on 2026-10-23. | 100.0% | 27 | $2.00Selected event: Scraped page (apify-default-dataset-item)3 additional listed charge eventsEach successfully processed web page written to the dataset.
| $0.001 | 0 reviews · rating 0.0 | 2026-10-25 |
Download the python.org comparison CSV (31 displayed tools). The source URL (url) is preserved for provenance; vendor_url is the approved buying destination, blank when unavailable. Affiliate vendor links may earn ScraperWatch a commission, disclosed per row in affiliate_disclosure. 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 (pricing_model), exact selected billing-event key (event), listed USD per 1,000 selected events (per_k), and USD per recorded run start (start). These are listed rates, not a workload quote: event units differ and additional event or platform charges may apply. Unknown model/event, charges and success rates are blank; numeric zero is recorded zero, and FREE identifies an explicit free pricing model.
Built a python.org scraper? Get a free weekly report: your rank against these tools, competitor price moves and growing niches.
How to read this data
Success rate is the share of public runs that finished successfully in the last 30 days. Summed reported actor users: 129. Users may overlap across tools; this is not a count of unique people or buyers, or search volume.
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: Example Code Runner (Python) (84 users in 30 days).
Most reliable with 300+ runs: Example Code Runner (Python) (91.8% of 2,724 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 31 displayed tools: 28 with a recorded primary-event rate; 0 with an unavailable primary-event rate; 3 with an explicit FREE model. Primary-event rates use the recorded billing units below; different events are not equivalent results.
Success rate is shown only for tools with 20+ runs in 30 days; below 90% is highlighted. Prices use recorded list-tier event amounts (explicit FREE tier when tiered); other plan rates are not inferred. 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 python.org'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.
Affiliate disclosure: we may earn a commission if you buy through these links, at no extra cost to you. It never affects rankings.
Estimate recorded billing-event charges
Dataset file date: 2026-10-26; 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.
Selected tool: . Some tool links may be affiliate links; we may earn a commission. Disclosure.
Example Code Runner (Python)Playwright Scraper — Python, Any WebsiteAI Agent Web FetcherPython ExamplePython Code Runner - pip, pandas & Dataset In/OutCode Runner Sandbox — Run Python & JavaScript Code in the CloudGetting started with Python Crawlee and BeautifulSoupPyPI Release Monitor - New Python Package VersionsPyPI Python Package ScraperGitHub Trending Python & TypeScript Daily RadarRemote Jobs Scraper: We Work Remotely, RemoteOK, Python.orgPython Org Jobs ScraperNo Fluff Jobs Python ScraperPyPI Download Stats: Python Package TrendsPyPI Python Package ScraperPyPI Scraper: Python Package Details and StatsPython & JS Code Runner – Sandbox for AI Agents & WorkflowsPyPI Package Scraper — Python Package MetadataChangelog Diff — verified Python breaking changesPyPI (Python) Packages ScraperPyPI Python Packages Scraper - Versions, Authors & LicensesPyPI Package Scraper - Python Metadata & ReleasesPyPI Scraper - Python Package Metadata, Deps and ReleasesAI/ML PyPI Package Tracker — Transformers, LangChain, Torch🐍 PyPI Python Packages Releases & Dependency Stats RadarPython.org Job Board ScraperPython Jobs Scraper (python.org)PyPI Scraper - Python Package Metadata & VersionsTest ActorPyPI Python Packages & Release Intelligence ScraperPython ScraperCompare your shortlist
Select two to four tools using the checkboxes in the table. Evidence stays in the original table order.
Develop one of these actors? (optional)
Free weekly actor report: scope and details. Choose your actor; every other selected tool will be requested as a competitor.
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.
Related targets
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.