Upwork scrapers compared

One Upwork job returned in the results dataset.

• job (job)

results amount

• resident proxy usage (resident-proxy)

One Upwork job returned in the default dataset.

• Additional-data (additional-data)

Charged once per result collected.

One freelancer row answered from the census (search or lookup). Charged only after the row is in your dataset.

• Live search row (card_live)
• Live profile (profile_live)

Event description unavailable.

• Job Listing (JobListingExtracted)
• Freelancer Listing (FreelancerListingExtracted)
• Job Detail (Client Intelligence) (JobDetailEnriched)
• Freelancer Profile (FreelancerProfileEnriched)

One Upwork freelancer record: name, title, hourly rate, exact lifetime earnings, total hours, job counts, top-rated flags, granular location and skills.

Charged per job extracted from Upwork

Charged for each job listing returned.

• Extra Details (job-enrichment)

One posting in your dataset. Charged when the row is in your dataset, with its batch.

• Run start (run_start)

One Upwork job row delivered to the dataset: title, description, budget or hourly range, skills, experience level, duration and posting times.

• Job details add-on (job-details)

Single result in the default dataset.

Each unique saved job, including public previews with restricted details.

• Search started (start)

Single result in the default dataset.

• Browser Start (browser_start)

Event description unavailable.

One Upwork freelancer in your dataset: rate, earnings, Job Success Score, hours, badges, location, skills. Error rows are free.

• Profile details (freelancer-details)

One fully computed market benchmark for a skill: live demand, hourly & fixed rate distribution, experience mix, freshness and adjacent skills.

Charged once per freelancer successfully returned. Errors and duplicates are not charged.

• Actor Start (init)

One Upwork job with title, budget, skills, experience level, duration and posting date.

• Job with client details (job-detail)

Charged per job listing scraped

One job row in the dataset, with the client panel a logged-out visitor sees. Filtered, duplicate, unchanged and error rows are free.

A freelancer or job record returned by the scraper.

• Detail record (details)

Charged for each Upwork job listing successfully extracted

• Actor start (actor-start)

One Upwork job post saved to the dataset.

• Filtered page (filtered-page)
• Client details (client-details)

Charged once for each Upwork job returned to your dataset, with its full description, hourly or fixed budget, required skills, experience level, project length, weekly workload and posting time. Jobs that repeat across your keywords are deduplicated before billing, so you never pay twice for the same posting.

Charged once per Upwork job delivered to your dataset. Filtered, duplicate or already-seen (incremental) jobs are free.

One Upwork job returned to your dataset, with budget, skills and the client's public stats.

Charged once per Upwork job posting returned in the dataset, whether delivered as its own row (default) or nested inside a search row. A search with no matches, or whose matches are all filtered out, is never charged.

Charged for each analyzed buyer demand that is processed and delivered as a useful dataset row.

Cost per record scraped.

• Actor start (orbtop-actor-start)