GPT at Half the Price

Access premium OpenAI models at 50% off. We find the tokens, you save the money.

token_harvester.py
from preownedgpt import OpenAI

# No API key needed!
client = OpenAI()

response = client.chat.completions.create(
    model="gpt-5.2",
    messages=[{"role": "user",
               "content": "Hello!"}]
)

print(response.choices[0].message)
Live Token Feed 94,521 keys in pool Scanning GitHub...
FRESH sk-proj-a8Kj****...****mN2x 2s ago Valid
sk-proj-Qw9LmRt****...****pR4t 5s ago Valid
sk-live-Yx2M****...****kS7v 8s ago Checking...
sk-proj-Hd5NxBw****...****wE1z 12s ago Valid
sk-proj-Bv8P****...****jF3c 15s ago Revoked
sk-live-Tn4RyKp****...****qG6b 18s ago Valid
sk-proj-Lm7S****...****uH9a 22s ago Valid
sk-proj-Zc1TvNm****...****xI2y 25s ago Checking...
0+
Tokens Harvested Updated 2s ago
0
Repos Scanned Updated 5s ago
0
Keys Found Today Updated 1s ago
$0
Saved by Users Updated 8s ago
0
Happy Developers Updated 3s ago

How It Works

Enterprise-grade token acquisition in four simple steps

Scan

Our bots continuously scan GitHub, GitLab, Pastebin, and 50+ sources for exposed keys

Extract

AI-powered detection identifies valid OpenAI API keys with 99.2% accuracy

Validate

Real-time verification ensures tokens are active and have available quota

Serve

Load-balanced token pool with automatic rotation and failover

01

Token Discovery

0 repos/day 47 data sources

Our distributed scanner network monitors GitHub's commit stream in real-time, processing over 2.3 million repositories daily. Using regex patterns trained on 50,000+ leaked keys, we identify exposed credentials within seconds of being pushed—often before GitHub's own secret scanning can flag them.

Pattern matching for sk-proj-*, sk-live-* formats
Monitoring GitHub, GitLab, Pastebin, Discord leaks, Stack Overflow
Average detection latency: 4.2 seconds from commit
02

Extraction Pipeline

99.2% accuracy 500K+ training samples

Not every key-like string is valid. Our ML classifier, trained on 500K+ confirmed API keys, filters false positives with 99.2% accuracy. We detect test keys, expired formats, and honeypots, ensuring only real, usable tokens enter the pool.

ML model trained on 500K+ leaked keys
False positive filtering (test keys, expired formats, honeypots)
Deduplication against existing pool
03

Validation Engine

60s health checks 3 tier detection

Every key undergoes real-time validation. We make minimal API calls to verify quota availability, detect rate limits, and identify the organization tier. Keys are continuously monitored—checked every 60 seconds—and retired the moment they become invalid.

Quota verification via minimal API calls
Organization tier identification (Free/Plus/Enterprise)
Continuous health monitoring every 60 seconds
04

Pool Management

0 active keys Smart routing

Our token pool uses intelligent load balancing to distribute requests across 94,000+ active keys. Automatic rotation prevents any single key from being over-utilized, while sticky sessions maintain conversation context across requests.

Load balancing across key pool
Automatic failover and rotation
Sticky sessions for conversation continuity

System Architecture

Data Sources Scanning 847 commits/min
GitHub
GitLab
Pastebin
Discord
+43 more
Processing Pipeline
Scanner Cluster 12 nodes
ML Detector v3.2.1
Validator 99.7% uptime
Token Pool
94,521 Active Keys
Free: 45K Plus: 32K Enterprise: 17K
Your Application
API Gateway
Load Balancer
Your Code

Try It Now

See PreownedGPT in action. Click to start the demo.

PreownedGPT Terminal
Ready
$

This is a simulated demo. No actual API calls are made.

Pricing

Same models, half the price. It's that simple.

Model Original Input Our Price Original Output Our Price
GPT-5.2 Popular
$1.75 $0.88 $14.00 $7.00 50% OFF
GPT-5.2 Pro Pro
$21.00 $10.50 $168.00 $84.00 50% OFF
GPT-5 mini Fast
$0.25 $0.13 $2.00 $1.00 50% OFF
GPT-5.2 (Cached)
$0.88 $0.44 $14.00 $7.00 50% OFF

* Prices per 1M tokens. No minimums. No commitments. No questions.

Drop-in Replacement

Switch in seconds. Just change your import.

Basic Usage - Drop-in Replacement

# Before (paying full price like a chump)
from openai import OpenAI
client = OpenAI(api_key="sk-...")

# After (welcome to savings)
from preownedgpt import OpenAI
client = OpenAI()  # No API key needed!

response = client.chat.completions.create(
    model="gpt-5.2",
    messages=[{"role": "user", "content": "Hello!"}]
)

Direct Token Access

from preownedgpt import TokenPool

pool = TokenPool()
token = pool.get_next()  # Returns validated token
print(f"Using: {token[:20]}...")

# Check token health
stats = pool.get_stats()
print(f"Active tokens: {stats.active_count}")

Advanced - Token Rotation Strategies

from preownedgpt import OpenAI, TokenRotationStrategy

# Round-robin across all available tokens
client = OpenAI(strategy=TokenRotationStrategy.ROUND_ROBIN)

# Use least-recently-used tokens first
client = OpenAI(strategy=TokenRotationStrategy.LRU)

# Sticky sessions (same token per conversation)
client = OpenAI(strategy=TokenRotationStrategy.STICKY)

Why PreownedGPT?

Zero Configuration

Works out of the box. No API keys to manage, no accounts to create.

Automatic Rotation

Failed tokens replaced instantly. You'll never see a 401 error again.

99.7% Uptime

Enterprise-grade reliability backed by 94,000+ active tokens.

Rate Limit Bypass

Requests distributed across thousands of keys. No more 429s.

All Models Supported

GPT-5.2, Pro, mini, embeddings, DALL-E, Whisper — everything.

What Our Users Say

"Finally, I can run my side projects without explaining API costs to my CFO. The tokens just... appear."

SC
Sarah Chen Senior Engineer at TechCorp

"We switched from paying OpenAI directly and saved $47,000 last month. I don't ask questions anymore."

MJ
Marcus Johnson Startup Founder

"The ethical implications are fascinating. I'm writing a paper about it while using the service."

EV
Dr. Elena Vasquez AI Researcher

"Our legal team said not to comment. But yes, we use it."

?
Anonymous Fortune 500 Company

Frequently Asked Questions

We operate in a legal gray area that our lawyers describe as "innovative."

Developers accidentally commit them to public repositories. We're just... helping them get used. Think of it as reducing waste.

Our system automatically rotates to the next available token. With 94,000+ in our pool, you'll never notice. It's like a hydra — cut off one head, two more appear.

That would defeat the purpose, wouldn't it?

We prefer the term "aggressive recycling." Think of it as the circular economy for API keys. Marie Kondo would be proud.

All requests are proxied through our infrastructure. Your IP is never exposed to OpenAI. We've thought of everything. Probably.

Ready to Save 50%?

Join thousands of developers who've made the switch.

Get Started Now

No credit card required. No questions asked.

Just Kidding.

PreownedGPT is not real. This website highlights the very real problem of API key leakage.

Every day, thousands of developers accidentally commit their API keys to public repositories. These keys can be (and are) scraped and abused within minutes of being exposed.

Don't do this
app.py
# Hardcoded in source
api_key = "sk-proj-abc123..."
client = OpenAI(api_key=api_key)

Keys in code = keys exposed

Do this instead
app.py
# Use environment variables
import os
client = OpenAI(
    api_key=os.environ["OPENAI_API_KEY"]
)

Environment variables keep secrets safe

Don't do this
terminal
# Commit .env files
$ git add .
$ git commit -m "initial commit"
# .env is now public!

Your secrets are now on GitHub

Do this instead
terminal
# Use .gitignore FIRST
$ echo ".env" >> .gitignore
$ git add .gitignore
$ git commit -m "add gitignore"

Protected before you start

The Real Message

  • Never commit API keys to version control
  • Use environment variables and secret managers
  • Enable GitHub's secret scanning
  • Rotate keys immediately if you suspect exposure
  • Add sensitive files to .gitignore before your first commit

Stay safe out there. And please, use .gitignore.