--- title: "Scrapling vs go-streams" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/d4vinci-scrapling-vs-reugn-go-streams" tools: ["d4vinci-scrapling", "reugn-go-streams"] --- # Scrapling vs go-streams *GraphCanon updated Sep 20, 2026* ## Verdict Pick Scrapling if scrapling is an adaptive Web Scraping framework built in Python that supports tasks from single requests to full-scale crawls with robust data extraction techniques; pick go-streams if go-streams is a lightweight stream processing library for Go that simplifies constructing and executing data pipelines and streaming applications. [Scrapling](https://scrapling.readthedocs.io/en/latest/) reports 82k GitHub stars, 8.4k forks, and 3 open issues, last pushed Sep 19, 2026. [go-streams](https://pkg.go.dev/github.com/reugn/go-streams) has 2.2k stars, 174 forks, and 12 open issues, last pushed Jan 14, 2026. Figures are from public GitHub metadata via [Scrapling's repository](https://github.com/D4Vinci/Scrapling) and [go-streams's repository](https://github.com/reugn/go-streams). | | [Scrapling](/tools/d4vinci-scrapling.md) | [go-streams](/tools/reugn-go-streams.md) | | --- | --- | --- | | Tagline | An adaptive Web Scraping framework | lightweight stream processing library for Go | | Stars | 82,456 | 2,172 | | Forks | 8,404 | 174 | | Open issues | 3 | 12 | | Language | Python | Go | | Adopt for | Scrapling is an adaptive Web Scraping framework built in Python that supports tasks from single requests to full-scale crawls with robust data extraction techniques. | go-streams is a lightweight stream processing library for Go that simplifies constructing and executing data pipelines and streaming applications. | | Persona | - | - | | Runtime | - | - | | License | BSD-3-Clause | MIT | | Categories | Data & Retrieval, Developer Tools | Data & Retrieval, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [Scrapling](/tools/d4vinci-scrapling.md) | [go-streams](/tools/reugn-go-streams.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Slowing (36%) | | Days since push | 0d | 245d | | Open issues (now) | 3 | 12 | | Stars delta | +11k (30d) | 0 (30d) | | Open issues delta | -2 (30d) | +1 (30d) | | Full report | [trust report](/tools/d4vinci-scrapling/trust.md) | [trust report](/tools/reugn-go-streams/trust.md) | ## Decision facts: Scrapling - **Adopt for:** Scrapling is an adaptive Web Scraping framework built in Python that supports tasks from single requests to full-scale crawls with robust data extraction techniques. ## Decision facts: go-streams - **Adopt for:** go-streams is a lightweight stream processing library for Go that simplifies constructing and executing data pipelines and streaming applications. ## Choose when ### Choose Scrapling if… - Scrapling is primarily Python; go-streams is Go. - License: Scrapling is BSD-3-Clause, go-streams is MIT. - Tags unique to Scrapling: ai-scraping, automation, crawler, data-extraction. - Scrapling ships Docker support for self-hosted deployment. - When you need a flexible scraping solution capable of handling scalable tasks ranging from individual queries to extensive crawling requirements ### Choose go-streams if… - go-streams is primarily Go; Scrapling is Python. - License: go-streams is MIT, Scrapling is BSD-3-Clause. - Tags unique to go-streams: aerospike, data-pipeline, kafka, low-code. - When you need a lightweight solution for handling streams in Go projects. ## When NOT to use Scrapling - Avoid using if your project strictly requires Java or another language besides Python, as Scrapling is exclusively developed in Python - Not recommended for projects where minimal resource footprint is critical; due to its comprehensive feature set, it may not be the most lightweight option available ## When NOT to use go-streams - In scenarios where a more robust framework with extended features beyond lightweight streams is required. - For projects preferring languages other than Go, as go-streams is exclusively for Go applications and does not offer similar functionality out-of-the-box compared to language-agnostic tools. ## Common questions ### What is the difference between Scrapling and go-streams? Scrapling: An adaptive Web Scraping framework. go-streams: lightweight stream processing library for Go. See the comparison table for live GitHub stats and shared categories. ### When should I choose Scrapling over go-streams? Choose Scrapling over go-streams when Scrapling is primarily Python; go-streams is Go; License: Scrapling is BSD-3-Clause, go-streams is MIT; Tags unique to Scrapling: ai-scraping, automation, crawler, data-extraction; Scrapling ships Docker support for self-hosted deployment; When you need a flexible scraping solution capable of handling scalable tasks ranging from individual queries to extensive crawling requirements. ### When should I choose go-streams over Scrapling? Choose go-streams over Scrapling when go-streams is primarily Go; Scrapling is Python; License: go-streams is MIT, Scrapling is BSD-3-Clause; Tags unique to go-streams: aerospike, data-pipeline, kafka, low-code; When you need a lightweight solution for handling streams in Go projects. ### When should I avoid Scrapling? Avoid using if your project strictly requires Java or another language besides Python, as Scrapling is exclusively developed in Python Not recommended for projects where minimal resource footprint is critical; due to its comprehensive feature set, it may not be the most lightweight option available ### When should I avoid go-streams? In scenarios where a more robust framework with extended features beyond lightweight streams is required. For projects preferring languages other than Go, as go-streams is exclusively for Go applications and does not offer similar functionality out-of-the-box compared to language-agnostic tools. ### Is Scrapling or go-streams more popular on GitHub? Scrapling has more GitHub stars (82,456 vs 2,172). Stars measure visibility, not whether either tool fits your constraints. ### Are Scrapling and go-streams open source? Yes - both are open-source projects on GitHub (Scrapling: BSD-3-Clause, go-streams: MIT). ### Where can I find alternatives to Scrapling or go-streams? GraphCanon lists graph-backed alternatives at [Scrapling alternatives](/tools/d4vinci-scrapling/alternatives) and [go-streams alternatives](/tools/reugn-go-streams/alternatives) ([Scrapling markdown twin](/tools/d4vinci-scrapling/alternatives.md), [go-streams markdown twin](/tools/reugn-go-streams/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/d4vinci-scrapling-vs-reugn-go-streams.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, Scrapling or go-streams? Scrapling: Very active. go-streams: Slowing. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for Scrapling and go-streams? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [Scrapling trust report](/tools/d4vinci-scrapling/trust); [go-streams trust report](/tools/reugn-go-streams/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=d4vinci-scrapling`](/api/graphcanon/graph?tool=d4vinci-scrapling) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_