Reddit API Free Alternative: Get Reddit Data Without Rate Limits
Reddit's API used to be free. Then they killed third-party apps and started charging.
Now, Reddit's API costs $0.24 per 1,000 requests. That adds up fast—especially for research, monitoring, or any serious data collection.
Here are your options for getting Reddit data without the ridiculous pricing.
The Reddit API Problem
In 2023, Reddit changed their API pricing:
| Tier | Price | Rate Limit |
|---|---|---|
| Free | $0 | 100 requests/minute |
| Paid | $0.24/1K requests | Higher limits |
The catch: The free tier is extremely limited. Building any real application requires the paid tier.
For context, monitoring 10 subreddits with hourly checks = ~7,200 requests/day = ~$52/month just for basic monitoring.
What Reddit Data Do You Need?
| Data Type | Use Case |
|---|---|
| Posts | Content research, trend tracking |
| Comments | Sentiment analysis, customer feedback |
| Subreddits | Community discovery, niche research |
| Users | Influencer identification, spam detection |
| Search | Brand monitoring, keyword tracking |
Free Reddit Data Options
Option 1: Reddit's Free Tier
Still works for small projects:
import requests
def get_subreddit_posts(subreddit, limit=25):
url = f'https://www.reddit.com/r/{subreddit}/hot.json?limit={limit}'
response = requests.get(url, headers={'User-Agent': 'MyApp/1.0'})
return response.json()
# Usage
posts = get_subreddit_posts('programming', 25)
for post in posts['data']['children']:
print(post['data']['title'])
Limits:
- 100 requests/minute
- No commercial use
- Rate limiting kicks in fast
Option 2: Reddit Scraping API
A scraping API bypasses Reddit's API entirely by extracting data from the public website:
const response = await fetch(
'https://api.sociavault.com/v1/scrape/reddit/subreddit?name=startups&limit=50',
{ headers: { 'Authorization': 'Bearer YOUR_API_KEY' } }
);
const posts = await response.json();
Benefits:
- No Reddit API key needed
- No rate limits from Reddit
- Pay per request (~$0.001)
- Works at scale
Option 3: Pushshift Archive
For historical data, Pushshift archives Reddit content:
# Note: Pushshift has had reliability issues since 2023
import requests
def search_pushshift(query, subreddit=None):
params = {'q': query, 'size': 100}
if subreddit:
params['subreddit'] = subreddit
response = requests.get(
'https://api.pushshift.io/reddit/search/submission',
params=params
)
return response.json()
Caveats:
- Often down or slow
- Data may be delayed
- Limited reliability
Using a Reddit Scraping API
Get Subreddit Posts
const API_KEY = 'your_api_key';
async function getSubredditPosts(subreddit, limit = 50) {
const response = await fetch(
`https://api.sociavault.com/v1/scrape/reddit/subreddit?name=${subreddit}&limit=${limit}&sort=hot`,
{ headers: { 'Authorization': `Bearer ${API_KEY}` } }
);
return response.json();
}
// Get hot posts from r/startups
const posts = await getSubredditPosts('startups', 100);
Get Post Comments
async function getPostComments(postUrl, limit = 100) {
const response = await fetch(
`https://api.sociavault.com/v1/scrape/reddit/comments?url=${encodeURIComponent(postUrl)}&limit=${limit}`,
{ headers: { 'Authorization': `Bearer ${API_KEY}` } }
);
return response.json();
}
Search Reddit
async function searchReddit(query, subreddit = null) {
let url = `https://api.sociavault.com/v1/scrape/reddit/search?q=${encodeURIComponent(query)}`;
if (subreddit) url += `&subreddit=${subreddit}`;
const response = await fetch(url, {
headers: { 'Authorization': `Bearer ${API_KEY}` }
});
return response.json();
}
Use Cases
1. Brand Monitoring
Track mentions of your brand or product:
async function monitorBrand(brandName, subreddits) {
const mentions = [];
for (const sub of subreddits) {
const posts = await getSubredditPosts(sub, 100);
for (const post of posts.data) {
const text = (post.title + ' ' + post.selftext).toLowerCase();
if (text.includes(brandName.toLowerCase())) {
mentions.push({
subreddit: sub,
title: post.title,
url: post.url,
score: post.score,
comments: post.num_comments
});
}
}
}
return mentions;
}
2. Market Research
See what people say about a product category:
def research_product_category(keywords, subreddits):
results = []
for keyword in keywords:
search_results = search_reddit(keyword)
for post in search_results['data']:
results.append({
'keyword': keyword,
'subreddit': post['subreddit'],
'title': post['title'],
'score': post['score'],
'url': post['url']
})
return results
# Research CRM tools
research = research_product_category(
['crm software', 'salesforce alternative', 'hubspot vs'],
['startups', 'smallbusiness', 'sales']
)
3. Content Ideas
Find popular topics in your niche:
async function findTopContent(subreddits, minScore = 100) {
const topPosts = [];
for (const sub of subreddits) {
const posts = await getSubredditPosts(sub, 100);
const highScoring = posts.data.filter(p => p.score >= minScore);
topPosts.push(...highScoring);
}
// Sort by score
return topPosts.sort((a, b) => b.score - a.score).slice(0, 50);
}
4. Sentiment Analysis
Analyze opinions in comments:
from textblob import TextBlob
def analyze_reddit_sentiment(post_url):
comments = get_post_comments(post_url, 200)
sentiments = []
for comment in comments['data']:
blob = TextBlob(comment['body'])
sentiments.append(blob.sentiment.polarity)
avg_sentiment = sum(sentiments) / len(sentiments)
return {
'total_comments': len(sentiments),
'average_sentiment': avg_sentiment,
'overall': 'positive' if avg_sentiment > 0.1 else 'negative' if avg_sentiment < -0.1 else 'neutral'
}
Cost Comparison
| Method | Cost for 100K requests |
|---|---|
| Reddit API (paid) | $24 |
| Scraping API | ~$10 |
| Free tier | $0 (but limited to ~4K/day) |
| Build your own | $200-500/month (proxies) |
For most use cases, a scraping API offers the best balance of cost and reliability.
Getting Started
- Sign up at sociavault.com
- Get 50 free credits
- Copy your API key
- Start extracting Reddit data
Frequently Asked Questions
Is scraping Reddit legal?
Scraping publicly available Reddit content is generally legal. Reddit's robots.txt allows search engines, and courts have ruled that public data can be scraped.
What happened to Reddit's free API?
In 2023, Reddit changed their pricing to charge for API access. The free tier still exists but is severely rate-limited.
Can I get historical Reddit posts?
Yes, a scraping API can access current posts. For deep historical data, Pushshift was the main option, though its reliability has decreased.
How fast can I scrape Reddit?
With a scraping API, you're not limited by Reddit's rate limits. You can make requests as needed.
Will my Reddit account get banned?
You don't need a Reddit account to use a scraping API—it extracts data from the public website.
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