Most Reddit scrapers on GitHub stopped working in late May 2026, when Reddit began returning HTTP 403 on the unauthenticated endpoints nearly all of them relied on. So "what's the best Reddit scraper" now has a prerequisite question: does it still return data at all? This guide compares the 7 options people actually use — cloud scrapers, open-source tools, the official API, and the path that skips scraping entirely.
Quick answer: for no-code cloud scraping, Apify's Reddit Scraper is the most-used option. For developers, PRAW on the official API's free tier (100 requests/minute) is free and stable at small scale. For enterprise volume, Bright Data's Reddit Scraper API handles the anti-bot stack for you. And if what you actually want is monitoring or agent-ready data — not raw HTML — a hosted data layer like Prowlo ($19/mo flat) replaces the scraper entirely. Free GitHub scrapers are the weakest bet in 2026: most broke in the May lockout, and the survivors can break again on Reddit's next change.
Disclosure: Prowlo is our product. It's in the comparison on the same terms as everything else — and it isn't a scraper, which the table makes clear.
Do Reddit scrapers still work in 2026?
Some do. What broke is the shortcut most of them shared.
For years, the easiest way to pull Reddit data was the unauthenticated .json trick — append .json to any Reddit URL and get structured data, no login required. Nearly every free scraper on GitHub, every n8n workflow, and most browser tools were built on it. In late May 2026, Reddit closed that path: unauthenticated requests now return HTTP 403 across www.reddit.com/*.json, old.reddit.com, and the unauthenticated API subdomains, and Reddit's Public Content Policy plus a deny-all robots.txt back it up (we covered the fallout here).
That leaves three kinds of Reddit scrapers that still return data:
- Tools on the official Data API — stable, but rate-limited (about 100 requests/minute free) with commercial-use restrictions and per-call pricing above the free tier.
- Commercial scraping infrastructure — cloud platforms (Apify, Bright Data) that run browsers, rotate proxies, and handle anti-bot measures as a paid service.
- Hosted data layers — services that maintain their own Reddit data pipeline and sell the clean output, so you never run a scraper.
The best Reddit scrapers compared
1. Apify Reddit Scraper — best no-code cloud scraper
The Apify Reddit Scraper is the option most people land on first, and searches for it more than tripled year over year. You paste subreddit, user, or post URLs (or a search term), click Start, and export posts, comments, and user info as JSON or CSV. No Reddit login, no API keys; billing is usage-based through Apify's platform credits, with a free account to start.
The limits are the limits of any raw scraper: you get unfiltered output (spam and all), you re-run it manually or on a schedule, and cost scales with volume. For one-off extractions — "pull the top 500 posts from these three subreddits" — it's the fastest path.
Best for: marketers and researchers doing one-off or occasional pulls without writing code.
2. Bright Data Reddit Scraper API — best at enterprise scale
Bright Data's Reddit Scraper API sits a layer deeper: you send a Reddit URL or keyword and get structured JSON back, while Bright Data's infrastructure handles proxy rotation, anti-bot bypassing, and parsing. Pricing is per record, aimed at data teams buying at volume.
It's the serious-infrastructure answer, priced accordingly. If you're not regularly consuming six figures of records, it's more machinery than you need.
Best for: data teams that need bulk, structured Reddit data feeding warehouses or ML pipelines.
3. PRAW + the official API — best free option for developers
PRAW (Python Reddit API Wrapper) against the official Data API is the only sanctioned way to pull Reddit data yourself. Register a developer app, authenticate over OAuth, and the free tier gives you about 100 requests per minute — plenty for research scripts and prototypes, and it will never silently 403 the way scrapers do.
The catches: the free tier is non-commercial, continuous monitoring blows past 100 req/min quickly, and above the free tier you're into Reddit's commercial pricing (~$0.24 per 1,000 calls, ~$12,000/mo minimum). Stay small and it's excellent; scale and the economics turn on you.
Best for: developers building personal tools or doing bounded research within the free tier.
4. Open-source GitHub scrapers — free, and mostly broken
Search "reddit scraper github" and you'll find hundreds of repos — including ones marketed as "no API keys required." Read that phrase as a warning label now: no-API-key access is exactly what Reddit shut off in May 2026. Some maintainers have moved their tools onto the official API (inheriting its rate limits), and a few auto-fallback between methods, but each repo is one Reddit policy change from breaking, and you're the maintenance team.
If you go this route, prefer repos updated after May 2026 that authenticate against the official API — at which point you've essentially chosen option 3 with extra steps.
Best for: tinkerers who enjoy the maintenance, and one-off archival jobs where breakage is acceptable.
5. Reddit Comment Scraper (Chrome extension) — best for single threads
A Chrome extension that exports the comments of whatever thread you have open to CSV, JSON, or Google Docs. Because it reads the page you're already viewing as a logged-in user, the 403 lockout doesn't apply — but that's also its ceiling: one page at a time, driven by hand.
Best for: grabbing one thread's comments for analysis without any setup.
6. Octoparse — best general-purpose no-code scraper
Octoparse is a visual point-and-click scraper that works on most websites, Reddit included: you record clicks and extractions, and it replays them in cloud browsers. It has a free plan and paid tiers, and no coding is required.
The trade-off is fragility. General-purpose visual scrapers depend on Reddit's page structure and tolerance — redesigns and anti-bot tightening break workflows, and Reddit has been tightening steadily. It's the right tool when Reddit is one of many sites you scrape, not your main source.
Best for: teams already scraping multiple sites who want Reddit in the same tool.
7. Prowlo — when you don't want a scraper at all
Prowlo is not a scraper — and for a lot of the people searching "Reddit scraper," that's the point. If your end goal is monitoring subreddits, tracking keywords, or feeding Reddit data to an AI agent, a scraper is only step one: you still have to schedule it, filter spam, structure the output, and keep it running when Reddit changes something.
Prowlo does the whole pipeline as a service. You create Watchers on the subreddits and keywords you care about; it maintains the data collection on its own infrastructure (it kept working through the May 2026 lockout), filters the noise, and embeds every record for semantic search. Your tools get clean, typed JSON — over MCP for AI agents like Claude and Cursor, or REST and webhooks for everything else. One flat plan at $19/mo after a free 14-day trial, no card required.
Best for: monitoring, lead-gen, and agent workflows — anywhere the scraper was a means, not the end.
Is scraping Reddit allowed?
Reddit's user agreement prohibits unauthorized scraping, and since May 2026 Reddit enforces that technically, not just legally — the 403 lockout is the enforcement. US courts have generally not treated scraping public web data as criminal hacking (the hiQ v. LinkedIn line of cases), but terms-of-service claims and platform countermeasures still apply, and Reddit now licenses its data commercially to companies like Google and OpenAI, which raises its incentive to pursue violators.
Practically: the official API within its terms is safe; logged-in, page-by-page extraction of what you can already see is low-risk; industrial scraping against Reddit's defenses is a legal and technical gamble. At commercial scale, get real legal advice — this isn't it.
Which Reddit scraper should you pick?
Match the tool to what you're actually doing with the data:
- One thread: the Chrome extension. Done in a minute.
- One-off bulk pull: Apify. No code, pay for what you run.
- A research script: PRAW on the free API tier.
- Warehouse-scale ingestion: Bright Data.
- Ongoing monitoring or an AI agent: skip the scraper — a hosted data layer is cheaper than maintaining one and doesn't break when Reddit changes policy. For the agent-specific options, see the best Reddit MCP servers.
Related reading
- How to scrape Reddit in 2026 — the methods, step by step
- Reddit API pricing: cost, limits & alternatives
- The Reddit Data API, explained for agent builders
- The best Reddit MCP servers for AI agents
FAQ
What is the best free Reddit scraper? PRAW on the official API's free tier — about 100 requests/minute, stable, and sanctioned by Reddit for non-commercial use. Free GitHub scrapers that advertise "no API keys" mostly broke in May 2026 when Reddit blocked unauthenticated access, and the survivors can break again without notice.
Do Reddit scrapers still work in 2026? The ones that authenticate against the official API or run on commercial scraping infrastructure (Apify, Bright Data) still work. Tools built on Reddit's public .json endpoints — most free scrapers — get HTTP 403 since late May 2026.
Is Reddit scraping free? Small-scale, yes: the official API free tier costs nothing for non-commercial use, and cloud scrapers offer free starter credits. Continuous or commercial-scale collection isn't free by any route — you pay Reddit's per-call pricing, a scraping platform's usage fees, or a flat-rate data service.
Does Reddit have a scraping API? Reddit has an official Data API (free tier ~100 requests/minute, commercial pricing above it) — that's the sanctioned route. Third-party "Reddit scraper APIs" like Bright Data's are commercial services that handle the scraping infrastructure and return structured JSON per record.
Can Reddit detect scraping? Yes. Reddit uses rate limiting, User-Agent checks, and behavioral detection, and since May 2026 it blocks unauthenticated automated access outright. Scrapers that work at scale do so by rotating residential IPs and mimicking real browsers — an arms race that's why DIY scrapers require constant maintenance.
What's the difference between a Reddit scraper and a Reddit data layer? A scraper extracts raw data and hands the rest to you — scheduling, filtering, storage, breakage. A data layer like Prowlo runs that whole pipeline as a service and serves clean, structured, searchable records to your tools. If the data feeds something ongoing, the layer replaces the scraper.
Monitoring Reddit, not archiving it? Prowlo keeps watch on the subreddits and keywords you choose and serves filtered, semantically searchable records to your agent over MCP — no scraper to run, no Reddit API keys. Start your free 14-day trial →