Reddit API Alternatives After the 2023 Price Hike: What Actually Works

In June 2023, Reddit changed its API pricing from free to $0.24 per 1,000 API calls, which worked out to roughly $20 million per year for large third-party apps. Apollo, Reddit is Fun, and RIF all shut down. Researchers who had built careers on Reddit data suddenly had no affordable path forward.

TL;DR: The most practical Reddit data options in 2025: the Android public client ID (free, 100 req/min, no registration), the official OAuth API at $0.24 per 1,000 calls, or a managed pay-per-result scraper for production volume. Pushshift is dead for commercial use. Common Crawl exists but requires terabytes of processing to extract targeted data.

Two years later, the landscape has settled. Here is exactly what works for getting Reddit data at scale in 2025.

What Reddit Killed

Before the change, you had:

1. Free OAuth API — unlimited calls, any authenticated app
2. Pushshift.io — full historical archive going back to 2006, free
3. PRAW (Python Reddit API Wrapper) — clean library abstracting the OAuth flow

Reddit’s new pricing eliminated practical free access for anything beyond casual personal use. PRAW still works but costs real money at volume. Pushshift was shut down as part of the same content deal.

What Still Works

1. Reddit’s OAuth API (with cost awareness)

The API itself still exists. For low-volume use — a few thousand posts per day — it is affordable. At $0.24 per 1,000 calls, scraping 10,000 posts costs $2.40.

The math breaks down at scale. Scraping 1 million posts per month with comment trees (3 API calls per post average) is $720/month. That is before infrastructure costs.

Verdict: Viable for small projects. Cost-prohibitive at scale.

2. The Installed Client Grant (No Developer Account)

Reddit’s Android app uses a public OAuth client ID that works with the installed_client grant type. This is documented behavior — not a hack. The client ID ohXpoqrZYub1kg authenticates against Reddit’s API without requiring you to register a developer app.

The rate limits are identical to the registered developer path: 100 requests per minute. This is the approach we use in our Reddit Scraper.

Verdict: Best balance of access and cost. No registration required.

3. Academic Data Access Program

Reddit offers a separate Academic Data Access program for researchers at accredited institutions. You apply with a research proposal, and if approved, get access to larger datasets and historical data.

Verdict: Good for researchers. Not available to commercial or hobbyist users.

4. Pushshift (Partial Restoration)

Pushshift reached a deal with Reddit in late 2023 to restore limited access. The current version provides API access for academic researchers only. Public access is throttled to the point of being impractical for large-scale collection.

Verdict: Dead for commercial use. Marginal for researchers.

5. Common Crawl

The Common Crawl project indexes the public web monthly, including Reddit. Their datasets are freely downloadable from S3. The catch: the data is raw HTML/WARC format, requires significant processing, and there is no way to query by subreddit efficiently. You download terabytes to get megabytes of specific data.

Verdict: Useful for very specific research needs. Poor developer experience.

6. Managed Scrapers on Apify

The practical path for most developers is a pay-per-result scraper service. These handle session management, proxy rotation, rate limiting, and output schema normalization. You define what you want and get structured JSON.

Our Reddit Scraper charges per post scraped — not per API call, not per run. A failed run costs nothing. The output schema includes the full post object, nested comment trees, author metadata, and subreddit stats.

Verdict: Best for production workloads. Predictable cost, zero infrastructure to manage.

Cost Comparison at Scale

Assume you want to scrape 100,000 Reddit posts per month with full comment trees.

Method	Monthly Cost	Setup Complexity	Reliability
Reddit OAuth API	~$72	Medium	High
Installed client ID	Free	Medium	High
Pushshift	Not available	—	—
Managed scraper	~$40–80	Low	High

What to Use for Each Use Case

Sentiment analysis / NLP research: Installed client ID method. Free, full access, manageable with a simple rate limiter.

Competitor monitoring / brand mentions: Managed scraper. You want reliability and scheduled runs, not infrastructure management.

Historical backfill (years of data): This is the hard case. Full historical data is not publicly available anymore. Options are Academic Data Access or piecing together from Common Crawl archives.

Real-time monitoring: Reddit’s OAuth API with webhook-style polling is the most reliable. The streaming API (new comments in real time) still works through the official OAuth path.

LLM training data: Managed scraper with deduplication. You want clean, structured text, not raw HTML, and you need provenance metadata (subreddit, date, score) for filtering.

The Bottom Line

If you were using the free unofficial JSON endpoint before 2023, the closest equivalent today is the installed client ID approach — same data, same rate limits, zero cost. For anything beyond 100 req/min, a managed solution is cheaper and more reliable than managing your own infrastructure against Reddit’s bot detection.

Frequently Asked Questions

Is Pushshift still available after Reddit’s 2023 API changes?

Pushshift reached a limited restoration deal with Reddit in late 2023, but current access is restricted to academic researchers with approved proposals. Public commercial access is unavailable. For historical Reddit data beyond what the official API provides, the Academic Data Access program is the only viable path.

What is the Reddit Android public client ID and is it safe to use?

Reddit’s official Android app uses a public OAuth client ID (ohXpoqrZYub1kg) that supports unauthenticated access via the installed_client grant type. This is documented API behavior, not a hack. Rate limits (100 req/min) are identical to registered developer apps, and no account registration is required.

How much does Reddit’s official API cost in 2025?

Reddit charges $0.24 per 1,000 API calls. For low-volume use — a few thousand posts per day — this is affordable. At scale, 1 million posts per month with comment trees (approximately 3 API calls per post) costs around $720/month before any infrastructure costs.

What is the best approach for collecting Reddit data for LLM training?

For LLM training data, a managed scraper with deduplication is the practical choice. You need clean structured text with provenance metadata — subreddit, date, score, flair — for quality filtering. Raw HTML collection misses schema normalization and makes quality filtering significantly harder.

Can you get historical Reddit data going back years?

Full historical Reddit data is no longer publicly available. The Academic Data Access program provides larger historical datasets for approved institutional researchers. Common Crawl archives contain Reddit data but require terabytes of download to extract subreddit-specific content, making it impractical for most commercial use cases.