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. The shakeout didn't end there. The Apify actor most guides still name as the default, trudax/reddit-scraper, now carries a deprecation notice — 133 monthly active users against 14,000 lifetime installs — and the actors that replaced it charge per result instead of per month, from $1.19 to $3.40 per 1,000. Meanwhile the prize keeps growing: Reddit passed 130.3 million daily users in Q2 2026, up 3.5 million in a single quarter.
So "what's the best Reddit scraper" now carries two prerequisite questions: does it still return data, and is it still worth its price? This guide compares the 10 options people actually use in 2026 — cloud scrapers, Reddit-only scraper APIs, the official API, open-source tools, and the agent-native path that skips running a scraper entirely — with prices and ratings checked August 2026.
Quick answer: most free Reddit scrapers died in late May 2026 when Reddit blocked unauthenticated access — anything still advertising "no API keys" is a warning sign. Of the survivors, the best pick depends on what the data feeds:
Key takeaways
The free shortcut is gone. Reddit's May 2026 lockout returns HTTP 403 on every unauthenticated .json request — most GitHub scrapers and n8n workflows never came back.
The actor most guides still recommend is deprecated. Apify's
trudax/reddit-scraper($45/mo, 2.6/5) now carries a deprecation notice and is down to 133 monthly actives. Pay-per-result actors replaced it — checked September 10, 2026.The real free tiers moved to the big platforms. Bright Data gives 5,000 records a month, ScrapeBadger starts with 1,000 credits, and the official API allows ~100 requests/minute — all without a card.
The category is moving to agents. The fastest-growing way to use Reddit data in 2026 is an AI agent querying it directly. For that, a hosted data layer serving clean JSON over MCP replaces the scraper, the scheduler, and the spam filter at once.
- Legality in one line: the official API within its terms is safe; industrial scraping against Reddit's defenses is a legal and technical gamble (details below).
- Heads-up for automation builders: n8n/Zapier templates that fetch
reddit.com/*.jsondirectly are part of what broke — check what your template calls before trusting it.
Disclosure: Prowlo is our product and it's ranked first. It's in the comparison on the same list-price terms as everything else, and where a raw scraper is the better tool for a job — bulk one-off pulls, warehouse-scale ingestion — this guide says so.
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 four 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.
- Reddit-only scraper APIs — specialists (ScrapeBadger) that sell one maintained Reddit endpoint instead of a general scraping platform.
- Hosted data layers — services that maintain their own Reddit data pipeline and serve the same structured output a scraper produces, already filtered and searchable, so you never run one.
The best Reddit scrapers compared
1. Prowlo — best for agentic workflows and monitoring
Prowlo gives you the thing a scraper is for — structured Reddit posts and comments as clean, typed JSON — without you running the scraper. It sources its data independently (it kept working through the May 2026 lockout) and adds the parts raw scrapers leave to you: scheduling, spam filtering, deduplication, and semantic search over everything collected.
The difference is how you consume it. Instead of exporting a CSV and cleaning it, your AI agent queries the data directly over MCP — Claude, Cursor, or any MCP client can search subreddits, pull threads, and track keywords as native tools. REST and webhooks cover everything else. You create Watchers on the subreddits and keywords you care about, and the data is ready when your agent asks. One flat plan at $19/mo after a free 14-day trial, no card required.
The honest limits: it's built for monitoring, research, and agent access, not bulk one-off archival. If you need 500,000 historical records exported tomorrow, use Bright Data or an Apify actor for the export — and a data layer for the ongoing part.
Best for: AI agents, monitoring, and lead-gen — the workflows where scraping was always a means to an end.
2. Reddit Scraper (harshmaur) — best value no-code scraper
Reddit Scraper covers the full Reddit surface — posts, nested comment threads, subreddit data, keyword search, and user profiles, with 60+ fields per post. It costs $2.00 per 1,000 results saved on Apify's free plan and $1.50 per 1,000 on a Business subscription, plus a $0.02 actor start fee. Optional AI enrichment (sentiment, intent, entities) adds $0.50 per 1,000.
The number that matters is a line further down its pricing table: platform usage is included. Most Apify actors bill you the actor price and the compute units, proxy bandwidth, and storage the run consumes. Here the quoted rate is what you pay, which makes the bill predictable in a way the per-result headline alone doesn't tell you.
It rates 4.5/5 across 39 reviews with 13,000 installs and 3,500 monthly active users — the busiest maintained Reddit actor by monthly usage after Trudax's Lite.
The same developer publishes a cheaper sibling, Reddit Scraper – AI Agent MCP (still at the reddit-scraper-pro slug), from $1.20 per 1,000 results, rated 4.7/5 across 21 reviews. It runs the same engine on a much smaller user base — 3,100 installs, 213 monthly actives. Take it if the per-result saving matters more to you than being on the path the developer's traffic actually flows through.
Best for: no-code bulk pulls where you want one predictable number on the invoice.
3. Reddit Scraper Lite (trudax) — the most-installed actor
Reddit Scraper Lite is the volume leader on Apify: 42,000 installs and 7,400 monthly active users, rated 4.6/5 across 39 reviews. It crawls posts, comments, communities, and users without a login, caps runs by post or item count, and exports to the usual formats.
It's also the most expensive per-result option here at $3.40 per 1,000 results stored — roughly double the harshmaur actor and nearly triple the cheapest. You're paying for the largest install base and the review history that comes with it. Note it was last updated a month ago, the slowest cadence of the maintained actors on this list.
Best for: teams who weight install count and review volume over per-result price.
4. Reddit Scraper Enterprise Grade (fatihtahta) — cheapest per result
Reddit Scraper | Enterprise Grade is the cheapest listed rate of any actor here, from $1.19 per 1,000 results, and pulls posts plus full comment threads from searches, subreddits, user pages, and direct post URLs. It has 27,000 installs, 1,600 monthly actives, and a 4.5/5 rating across 19 reviews.
Its headline price is a "from" rate and the actor doesn't publish whether platform usage is billed on top, so run a small job first and read the actual invoice before you scale. That caveat applies to every "from $X" actor on Apify, not just this one.
Best for: price-sensitive bulk pulls where you'll verify the real cost on a test run.
The actor most Reddit-scraper guides still name first — trudax/reddit-scraper, the $45/month one — now carries a deprecated label on the Apify Store, and Apify points visitors to alternative actors. Its usage has collapsed to 133 monthly active users against 14,000 lifetime installs, with a 2.6/5 rating across 30 reviews. It was still the depth benchmark in lobstr.io's June 2026 test, capturing 95.5% of thread comments nine reply levels deep — but a deprecated actor is not something to build on. If you're on it, move.
5. 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: a free tier of 5,000 records a month (no card), $1.50 per 1,000 records pay-as-you-go, and a $499/month plan with 384,000 records included for teams buying at volume.
It's the serious-infrastructure answer, and that free tier is quietly the largest no-strings allowance on this list. If you're not regularly consuming six figures of records, though, it's more machinery than you need.
Best for: data teams feeding warehouses or ML pipelines — and anyone milking free tiers.
6. ScrapeBadger — Reddit-only scraper API
ScrapeBadger does one thing: Reddit endpoints (subreddit posts, comments, user histories, search) served as a clean API while they maintain the proxy and anti-bot stack behind it. You start with 1,000 free credits, no card, then pay as you go from a $10 top-up ($0.15 per 1,000 credits) or subscribe from $49/month. Failed requests aren't charged.
The bet with any small specialist is that one vendor keeps pace with Reddit's countermeasures. The $10 minimum makes that a cheap bet to test before you depend on it.
Best for: developers who want a maintained Reddit endpoint without running proxies or a scraping platform.
7. 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.
8. Open-source GitHub scrapers — free, and mostly broken
Search "reddit scraper github" and you'll find hundreds of repos, including popular ones like YARS and Universal Reddit Scraper that advertise "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 7 with extra steps. Our step-by-step guide to scraping Reddit walks through the Python routes that still work.
Best for: tinkerers who enjoy the maintenance, and one-off archival jobs where breakage is acceptable.
9. 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.
10. ScrapeGraphAI — scraping by prompt
ScrapeGraphAI works differently: you describe what you want in plain English ("top posts from r/startups this week, with upvotes and links") and its AI extracts the structured data. You get 500 free API credits to test; paid plans start at $20/month for 10,000 credits. It's built for scraping many sites the same way, not for Reddit specifically.
That's also the caveat. It faces Reddit's anti-bot wall like any browser-based tool, and AI extraction adds per-request cost plus the occasional misread field. Use it when Reddit is one source in a prompt-driven pipeline, not your main feed.
Octoparse sits in the same bucket: a visual point-isual 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.
What does scraping Reddit actually cost?
Every roundup quotes sticker prices, which is where the comparison usually stops. Sticker prices mislead at both ends: free tiers reset every month, and "from $X" rates hide whether platform usage is billed on top. Here is the same three volumes priced across every paid option, at each vendor's published rate on September 10, 2026.
Three things fall out of the normalized numbers that the sticker prices hide:
At 10,000 results, the cheapest option is a competitor of every actor on this list. Bright Data’s 5,000 free records a month drop the bill to $7.50 — less than half the cheapest pay-per-result actor. Its per-unit rate is mid-pack; the free tier is what wins, and only at that volume.
A "from $1.19" rate is not a price. Most Apify actors bill their per-result rate plus compute units, proxy bandwidth, and storage. Only the harshmaur actor states platform usage is included, which is why its $1.50 can end up below a $1.19 quote once the run is invoiced. Run 1,000 results first and read the bill.
The spread at scale is nearly 3x. 100,000 results costs $119 on the cheapest actor and $340 on the most-installed one. Install count is the metric people pick on, and it is the one with the worst correlation to price.
Can an AI agent call these scrapers directly?
Almost all of them, now. Twelve months ago MCP support was a differentiator; in September 2026 it's close to table stakes — Apify exposes every actor in its Store through mcp.apify.com, and Bright Data, ScrapeBadger, ScrapeGraphAI, and Octoparse all ship their own servers.
So the useful question isn't whether a tool speaks MCP. It's what your agent gets when it calls:
Both shapes are legitimate — they just fail differently. An agent that triggers scrape runs pays again on every question and inherits the run's latency, which is fine for a research task and expensive for a monitoring loop that asks the same question hourly. An agent querying a collected dataset answers immediately at a fixed cost, but only over what that service already collects. If your agent asks the same question on a schedule, the second shape is the one that doesn't compound.
(Prowlo is ours, and it's the second shape — see the disclosure at the top. For the full field of agent-facing options, including the community servers, see the best Reddit MCP servers.)
Is Reddit scraping legal?
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. Reddit also now sells what scrapers take: its data licensing deal with Google runs a reported $60M a year, with OpenAI on similar terms, which gives Reddit a direct revenue reason 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:
An AI agent, or anything ongoing: skip the scraper. A hosted data layer serves the same structured Reddit data over MCP and REST, already filtered and searchable, and doesn’t break when Reddit changes policy. For the agent-specific options, see the best Reddit MCP servers.
One thread: the Chrome extension. Done in a minute.
One-off bulk pull: Under 5,000 results a month, Bright Data’s free tier costs nothing. Above it, the harshmaur actor at $1.50 per 1,000 with platform usage included, no code. Don’t start on
trudax/reddit-scraper— it’s deprecated.A research script: PRAW on the free API tier.
An endpoint you call from code: ScrapeBadger to start; Bright Data once volume grows.
The cheapest possible bill: Check the cost-at-volume table before the ratings. At 10,000 results the winner is a free tier, not a low per-result rate.
Warehouse-scale ingestion: Bright Data.
Related reading
- How to scrape Reddit in 2026 — the methods, step by step
- How to search Reddit in 2026 — operators, dates, and the archive tools still live
- Reddit API pricing: cost, limits & alternatives
- The Reddit Data API, explained for agent builders
- The Reddit–Google deal and the $60M AI data standoff
- 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. If you'd rather not code, Bright Data's free tier delivers 5,000 records a month and ScrapeBadger starts you with 1,000 credits, no card. Free GitHub scrapers mostly broke in May 2026.
Can you still scrape Reddit? Yes, through three routes: the official Data API (free up to about 100 requests/minute), commercial scraping services like Apify and Bright Data, or browser tools reading pages you're logged into. The shortcut most free tools used — Reddit's public .json endpoints — has returned HTTP 403 since late May 2026.
Do Reddit scrapers still work in 2026? The ones that authenticate against the official API or run on commercial scraping infrastructure (Apify, Bright Data, ScrapeBadger) 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, Bright Data includes 5,000 records a month free, and ScrapeBadger starts with 1,000 free credits. Continuous or commercial-scale collection isn't free by any route: you pay Reddit's per-call pricing, a 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 and ScrapeBadger's are commercial services that handle the scraping infrastructure and return structured JSON per record.
What is the best Reddit scraper API? For raw scraping, Bright Data's Reddit Scraper API (5,000 records a month free, then $1.50 per 1,000) and ScrapeBadger (Reddit-only, pay-as-you-go credits) lead in 2026. Reddit's official Data API is the sanctioned route but limits free use to about 100 requests/minute. For monitoring, an MCP data layer like Prowlo skips the API entirely.
Which Apify Reddit scraper is best in 2026? By monthly usage, trudax/reddit-scraper-lite (7,400 monthly actives, 4.6/5) and harshmaur/reddit-scraper (3,500, 4.5/5) lead. The harshmaur actor costs less — $1.50 per 1,000 results against $3.40 — and is the only one stating that Apify platform usage is included. Avoid trudax/reddit-scraper: it was deprecated as of September 2026.
Is trudax/reddit-scraper still working? It runs, but Apify marks it deprecated and points users to alternative actors. Monthly active users have fallen to 133 against 14,000 lifetime installs, and it rates 2.6/5 across 30 reviews while still charging $45/month plus usage. Move to a maintained pay-per-result actor.
Can AI agents use Reddit scrapers over MCP? Yes. Apify exposes every Store actor through mcp.apify.com, and Bright Data, ScrapeBadger, ScrapeGraphAI and Octoparse ship their own MCP servers. The difference is what the call does: a scraper's server starts a paid scrape run, while a data layer's server queries records already collected.
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 →