{"id":"form-filling-rpa","slug":"form-filling-rpa","name":"Form-filling & portal RPA agents","shortName":"Form-fill RPA","problemStatement":"Fill complex government/enterprise web forms with vision+DOM agents when no API exists — retries, selectors, and human-hand-off included.","whenNotTopPick":"Need stealth multi-session browsers without RPA opinionation (Anchor/Browserbase), or open-source self-host Browser Use.","categoryIds":["cat-sandboxes-browsers"],"depotPickProviderId":"skyvern","depotPickRationale":"Distinct from generic computer-use browsers: form/workflow success rate. Confidence: medium.","runnersUpIds":["anchor-browser","browser-use","hyperbrowser","browserbase"],"weights":{"capabilityFit":0.32,"pricePerformance":0.12,"latencyReliability":0.14,"developerDx":0.12,"privacyPosture":0.12,"lockInRisk":0.08,"maturity":0.1},"methodologyNotes":"Distinct from generic computer-use browsers: form/workflow success rate. Confidence: medium.","tags":["rpa","forms","computer-use","browser"],"depth":{"whenNotToUse":{"text":"Need stealth multi-session browsers without RPA opinionation (Anchor/Browserbase), or open-source self-host Browser Use.","source":"editorial `whenNotTopPick` (data/jtbds.json)"},"whenNotToUseReason":null,"runnerUp":{"providerId":"anchor-browser","name":"Anchor Browser","overallForJob":7.16,"pickOverallForJob":7.88,"beatsPickOn":[],"source":"first resolvable entry of the job's editorially ranked `runnersUpIds`; scores are stored job-weighted scores"},"runnerUpReason":null,"lockIn":{"pickLockInRisk":4,"runnerUpLockInRisk":4.8,"scale":"0–10 stored curated estimate; higher = more lock-in (worse)","pickExitSignals":["open source (provider tag `oss`)"],"runnerUpExitSignals":[],"pickNotes":[{"text":"OSS self-host + honest cloud credit table","field":"strengths"}],"selfHostFallback":[{"id":"mind2web","name":"Mind2Web","license":"CC-BY-4.0","sourceUrl":"https://huggingface.co/datasets/osunlp/Mind2Web/raw/main/README.md"}],"migration":"The pick has lower stored lock-in risk than runner-up Anchor Browser (4 vs 4.8). Pick exit signals: open source (provider tag `oss`). Self-host fallback listed for this job: Mind2Web.","migrationReason":null,"derivedFrom":"stored lockInRisk scores, provider tags (oss, self-host, openai-compat, open-models), free rows that list this job, and verbatim provider notes. No migration guide was invented."}},"freshness":{"pick":{"score":{"asOf":"2026-09-14","ageDays":43,"stale":true,"staleAfterDays":30,"reason":null},"lastReviewed":{"asOf":"2026-09-14","ageDays":43,"stale":true,"staleAfterDays":30,"reason":null},"sourceCheck":{"checkedAt":"2026-10-27","sourceUrls":2,"sourcesReachable":2,"pricingRows":4,"pricingRowsReconfirmed":4,"note":"A source re-check confirms the page is reachable and, for pricing rows, that the stored amount and SKU name appear on it. It does not re-derive or change the score.","reason":null}}}}