# firecrawl vs Reducto

| Attribute | firecrawl | Reducto |
|---|---|---|
| **vioscaleAI score** | 61.3 (62% (medium)) | 60.9 (73% (medium)) |
| activity.commits_last_30d | 100 | - |
| adoption.dependent_repos | 0 | - |
| adoption.github_stars | 191,380 | - |
| content.faq | `[{"answer":"Firecrawl extracts clean, structured web content in various formats, automatically handles JavaScript rendering and dynamic page structures, and supports use cases from research and data extraction to competitive intelligence and content monitoring. It is indexed under API Development Tools.","source":"https://firecrawl.dev","question":"What is firecrawl?","confidence":0.6},{"answer":"firecrawl is open source, so it can be self-hosted and used at no licence cost. It is released under the AGPL-3.0 licence. A commercial or hosted edition starts at £445 per month. Prices are published openly on the vendor's own pricing page. Pricing changes often, so verify at source before relying on it.","source":"https://firecrawl.dev","question":"Is firecrawl free to use?","confidence":0.6},{"answer":"firecrawl supports the web and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://firecrawl.dev","question":"What platforms does firecrawl support?","confidence":0.6},{"answer":"Yes. firecrawl can be deployed cloud / SaaS and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://firecrawl.dev","question":"Can firecrawl be self-hosted?","confidence":0.6},{"answer":"We have confirmed 6 integrations for firecrawl, including MCP, Claude, Cursor, Windsurf, Codex and OpenCode. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://firecrawl.dev","question":"What does firecrawl integrate with?","confidence":0.6},{"answer":"We have independently confirmed SOC 2 for firecrawl. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as firecrawl not holding them. Always confirm compliance directly before you rely on it.","source":"https://firecrawl.dev","question":"What security certifications does firecrawl have?","confidence":0.48},{"answer":"Yes. firecrawl is published under the AGPL-3.0 licence, a copyleft licence, so check its terms before embedding it in a closed-source product. Licence terms can change between releases, so verify against the repository for the version you intend to use.","source":"https://github.com/firecrawl/firecrawl","question":"Is firecrawl open source?","confidence":0.95},{"answer":"firecrawl is available worldwide. Its primary market is the United States.","source":"https://firecrawl.dev","question":"Where is firecrawl available?","confidence":0.5}]` | `[{"answer":"A document processing platform that converts PDFs, images, and other file formats into structured JSON using OCR and vision language models. Enables parsing, extraction, splitting, classification, and form filling through unified APIs designed for enterprise-grade accuracy. It is indexed under AI Data Extraction Agents.","source":"https://reducto.ai/pricing","question":"What is Reducto?","confidence":0.6},{"answer":"Reducto offers a free tier, so you can start without paying. Paid plans start at $7.50. Prices are published openly on the vendor's own pricing page. Pricing changes often, so verify at source before relying on it.","source":"https://reducto.ai/pricing","question":"Is Reducto free?","confidence":0.6},{"answer":"Reducto supports the web and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://reducto.ai/pricing","question":"What platforms does Reducto support?","confidence":0.6},{"answer":"Yes. Reducto can be deployed cloud / SaaS, hybrid, on-premise, air-gapped and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://reducto.ai/pricing","question":"Can Reducto be self-hosted?","confidence":0.6},{"answer":"We have confirmed 4 integrations for Reducto, including AWS Marketplace, Claude, Cursor and VS Code. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://reducto.ai/pricing","question":"What does Reducto integrate with?","confidence":0.6},{"answer":"We have independently confirmed SOC 2 and HIPAA for Reducto. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Reducto not holding them. Always confirm compliance directly before you rely on it.","source":"https://reducto.ai/pricing","question":"What security certifications does Reducto have?","confidence":0.6},{"answer":"Reducto is available worldwide. Its primary markets are the United States, the EU and Australia. The vendor is headquartered in the United States.","source":"https://reducto.ai/pricing","question":"Where is Reducto available?","confidence":0.75}]` |
| deployment.options | `{"cloud":true,"self_hosted":true}` | `{"cloud":true,"on_prem":true,"self_hosted":true}` |
| description.long | An API service that enables AI agents to search, scrape, and interact with web pages, returning clean structured data in multiple formats with automatic JavaScript rendering and complex content handling. | A document processing platform that converts PDFs, images, and other file formats into structured JSON using OCR and vision language models. Enables parsing, extraction, splitting, classification, and form filling through unified APIs designed for enterprise-grade accuracy. |
| features.capabilities | `{"api_docs":true,"rest_client":true,"collaboration":true,"pricing_model":"pay_per_page_api","ci_integration":true,"automated_testing":true,"architecture_model":"managed_cloud_api","web_scraping_to_markdown_or_json":true,"mit_or_apache_permissive_oss_license":true,"pdf_and_multimodal_image_ocr_parsing":true,"zero_data_retention_privacy_guarantees":true,"javascript_rendering_for_spa_web_scraping":true,"strict_json_schema_forcing_and_validation":true,"tabular_layout_preservation_for_complex_tables":true}` | `{"soc2_type_ii":true,"pricing_model":"pay_per_page_api","architecture_model":"managed_cloud_api","mit_or_apache_permissive_oss_license":true,"pdf_and_multimodal_image_ocr_parsing":true,"zero_data_retention_privacy_guarantees":true,"native_chunking_and_vectorization_for_rag":true,"strict_json_schema_forcing_and_validation":true,"fine_tuned_document_layout_analysis_models":true,"human_in_the_loop_hitl_confidence_review_queue":true,"tabular_layout_preservation_for_complex_tables":true}` |
| integrations.count | 4 | 4 |
| integrations.list | `[{"name":"MCP"},{"name":"Claude"},{"name":"Cursor"},{"name":"Windsurf"},{"name":"Claude Code"},{"name":"Codex"},{"name":"OpenCode"}]` | `[{"name":"AWS Marketplace"},{"name":"Claude"},{"name":"Cursor"},{"name":"VS Code"}]` |
| language.primary | TypeScript | - |
| license.spdx | AGPL-3.0 | - |
| market.availability | `{"primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"cli":true,"web":true}` | `{"web":true}` |
| pricing | `{"type":"usage","plans":[{"free":false,"name":"Scale","summary":"1 credit per page","components":[{"per":{"qty":1,"unit":"page"},"kind":"metered","amount":1,"currency":"USD"}],"description":"Enterprise plan supporting millions of pages with batch scraping, crawling, and scheduled syncs"}],"summary":"Usage-based: 1 credit per page for scraping/crawling/mapping/monitoring, 2 credits per 10 search results, 2 credits per browser minute for interact. Agent preview with 5 free daily runs. Advanced features cost additional credits.","currency":"USD","freeTier":true,"sourceUrl":"https://firecrawl.dev","retrievedAt":"2026-10-14T11:28:45.952Z","startingPrice":{"unit":"page","amount":1,"currency":"USD"}}` | `{"type":"usage","plans":[{"free":false,"name":"Standard","summary":"From $10 per 1,000 pages. $150 free credits.","features":["Parse API","Extract API","Edit API","Split API","30+ supported file types","Table and form parsing","Image and graph parsing","Multilingual OCR","Automatic page rotation","Custom webhooks","No page limits"],"components":[{"per":{"qty":1000,"unit":"page"},"kind":"metered","amount":10,"currency":"USD"},{"per":{"qty":1000,"unit":"page"},"kind":"metered","amount":20,"currency":"USD"},{"per":{"qty":1000,"unit":"page"},"kind":"metered","amount":40,"currency":"USD"},{"per":{"qty":1000,"unit":"page"},"kind":"metered","amount":7.5,"currency":"USD"},{"per":{"qty":1000,"unit":"page"},"kind":"metered","amount":60,"currency":"USD"}],"description":"Pay-as-you-go for early-stage teams","contactSales":false,"includedLimits":{"free_credits":"$150","studio_seats":"up to 5","concurrent_pages":"350"}},{"free":false,"name":"Growth","summary":"Custom pricing with volume discounts.","features":["Everything in Standard","Volume discounts","Zero data retention agreement","Business Associate Agreement (BAA)","Premium rate limits and priority requests","Priority Slack and email support","EU/AU data residency endpoints","Advanced chart extraction","Extraction citations","Table summarization","Spreadsheet table clustering"],"description":"Built for scaling teams","contactSales":true,"includedLimits":{"studio_seats":"unlimited","concurrent_pages":"500+"}},{"free":false,"name":"Enterprise","summary":"Custom pricing and terms for enterprise deployments.","features":["Everything in Growth","VPC and on-premises deployments","Custom MSA, SLA, and rate limits","Custom processing pipelines","Dedicated on-call support","Role-based access control","SSO and SAML authentication","Migration credits (up to $5,000)"],"description":"Built for full control and custom needs","contactSales":true}],"summary":"Usage-based pricing from $10 per 1,000 pages. $150 free credits. Custom pricing for Growth and Enterprise.","currency":"USD","freeTier":true,"sourceUrl":"https://reducto.ai/pricing","retrievedAt":"2026-09-10T09:08:55.445Z","startingPrice":{"unit":"page","amount":7.5,"currency":"USD"}}` |
| pricing.free_tier | yes | yes |
| pricing.model | freemium | freemium |
| pricing.price_level | low | low |
| pricing.starting_price | `{"amount":1,"currency":"USD"}` | `{"amount":7.5,"currency":"USD"}` |
| pricing.transparent | yes | yes |
| release.cadence_days | 15 | - |
| release.history | `[{"url":"https://github.com/firecrawl/firecrawl/releases/tag/v2.11.0","date":"2026-06-19T15:09:30Z","type":"stable","version":"v2.11.0"},{"url":"https://github.com/firecrawl/firecrawl/releases/tag/v2.10","date":"2026-05-15T17:34:45Z","type":"stable","version":"v2.10"},{"url":"https://github.com/firecrawl/firecrawl/releases/tag/v2.9.0","date":"2026-04-10T16:36:16Z","type":"stable","version":"v2.9.0"},{"url":"https://github.com/firecrawl/firecrawl/releases/tag/v2.8.0","date":"2026-02-03T17:12:04Z","type":"stable","version":"v2.8.0"},{"url":"https://github.com/firecrawl/firecrawl/releases/tag/v2.7.0","date":"2025-12-05T17:40:32Z","type":"stable","version":"v2.7.0"},{"url":"https://github.com/firecrawl/firecrawl/releases/tag/v2.6.0","date":"2025-11-14T16:13:52Z","type":"stable","version":"v2.6.0"},{"url":"https://github.com/firecrawl/firecrawl/releases/tag/v2.5.0","date":"2025-10-30T04:02:37Z","type":"stable","version":"v2.5.0"},{"url":"https://github.com/firecrawl/firecrawl/releases/tag/v2.4.0","date":"2025-10-13T15:09:11Z","type":"stable","version":"v2.4.0"},{"url":"https://github.com/firecrawl/firecrawl/releases/tag/v2.3.0","date":"2025-09-19T19:01:01Z","type":"stable","version":"v2.3.0"},{"url":"https://github.com/firecrawl/firecrawl/releases/tag/v2.2.0","date":"2025-09-12T14:59:28Z","type":"stable","version":"v2.2.0"},{"url":"https://github.com/firecrawl/firecrawl/releases/tag/v2.1.0","date":"2025-08-29T17:22:37Z","type":"stable","version":"v2.1.0"},{"url":"https://github.com/firecrawl/firecrawl/releases/tag/v2.0.1","date":"2025-08-26T17:18:17Z","type":"stable","version":"v2.0.1"},{"url":"https://github.com/firecrawl/firecrawl/releases/tag/v2.0.0","date":"2025-08-19T15:27:57Z","type":"stable","version":"v2.0.0"},{"url":"https://github.com/firecrawl/firecrawl/releases/tag/v1.15.0","date":"2025-07-18T14:34:04Z","type":"stable","version":"v1.15.0"},{"url":"https://github.com/firecrawl/firecrawl/releases/tag/v1.14.0","date":"2025-07-04T16:37:59Z","type":"stable","version":"v1.14.0"},{"url":"https://github.com/firecrawl/firecrawl/releases/tag/v1.13.0","date":"2025-06-27T15:19:08Z","type":"stable","version":"v1.13.0"},{"url":"https://github.com/firecrawl/firecrawl/releases/tag/v1.12.0","date":"2025-06-20T15:49:49Z","type":"stable","version":"v1.12.0"},{"url":"https://github.com/firecrawl/firecrawl/releases/tag/v1.11.0","date":"2025-06-13T15:03:33Z","type":"stable","version":"v1.11.0"},{"url":"https://github.com/firecrawl/firecrawl/releases/tag/v1.10.0","date":"2025-06-03T19:37:13Z","type":"stable","version":"v1.10.0"},{"url":"https://github.com/firecrawl/firecrawl/releases/tag/v1.9.0","date":"2025-05-16T18:04:45Z","type":"stable","version":"v1.9.0"}]` | - |
| reliability.sla_pct | - | 99.9 |
| security.certifications | - | `[{"name":"SOC 2","status":"active"}]` |
| security.hipaa | - | yes |
| security.soc2 | yes | yes |
| security.vulnerabilities | `{"count":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=go&package_name=github.com%2Ffirecrawl%2Ffirecrawl%2Fapps%2Fgo-sdk&per_page=100","last_12m":0,"max_severity":null}` | - |

## Capabilities (AI Data Extraction Agents)

| Capability | firecrawl | Reducto |
|---|:--:|:--:|
| **Capabilities** |  |  |
| Architecture model | Managed cloud API | Managed cloud API |
| PDF and multimodal image OCR parsing | ✓ | ✓ |
| Web scraping to markdown or json | ✓ | - |
| Tabular layout preservation for complex tables | ✓ | ✓ |
| Strict json schema forcing and validation | ✓ | ✓ |
| Fine tuned document layout analysis models | - | ✓ |
| Native chunking and vectorization for rag | - | ✓ |
| Javascript rendering for spa web scraping | ✓ | - |
| Human in the loop hitl confidence review queue | - | ✓ |
| Zero data retention privacy guarantees | ✓ | ✓ |
| SOC2 type ii | - | ✓ |
| Mit or apache permissive oss license | ✓ | ✓ |
| Pricing model | Pay per page API | Pay per page API |

*Source: vioscaleAI. Generated 2026-10-16T07:40:25.978Z. "-" = undocumented, not absent.*