Built for the 2026 Pump Hackathon, PUMPTICLE is an advanced AI-powered analytics and automation platform for Pump.fun token launches. Combining cutting-edge artificial intelligence with real-time blockchain data processing, PUMPTICLE provides traders and developers with unprecedented insights into token performance, market dynamics, and launch predictions.
Inspired by the meteoric rise of $TESTICLE, which recently surged to millions in market cap, PUMPTICLE was born from analyzing what made that launch exceptional. We dissected the social dynamics, timing patterns, and community engagement metrics that propelled $TESTICLE's success, then built an AI system to identify and predict similar opportunities in real-time.
┌─────────────────────────────────────────────────────────┐
│ PUMPTICLE STACK │
├─────────────────────────────────────────────────────────┤
│ │
│ ┌──────────────┐ ┌──────────────┐ ┌──────────┐ │
│ │ xAI Grok │───▶│ Claude API │───▶│ Analysis │ │
│ │ Integration│ │ Processing │ │ Engine │ │
│ └──────────────┘ └──────────────┘ └──────────┘ │
│ │ │ │ │
│ ▼ ▼ ▼ │
│ ┌──────────────────────────────────────────────────┐ │
│ │ REAL-TIME DATA AGGREGATION │ │
│ └──────────────────────────────────────────────────┘ │
│ │ │
│ ▼ │
│ ┌──────────────┐ ┌──────────────┐ ┌─────────┐ │
│ │ Pump.fun │ │ Solana │ │ Twitter │ │
│ │ API Stream │ │ RPC Node │ │ API │ │
│ └──────────────┘ └──────────────┘ └─────────┘ │
│ │
└─────────────────────────────────────────────────────────┘
class PumpticleAnalyzer:
def __init__(self):
self.xai_client = XAIClient(api_key=GROK_KEY)
self.claude_agent = ClaudeAPI(key=CLAUDE_KEY)
self.solana_rpc = SolanaRPC(endpoint=RPC_URL)
self.pump_sdk = PumpFunSDK()
async def analyze_launch(self, token_address):
# Multi-layer analysis pipeline
on_chain_data = await self.fetch_on_chain_metrics(token_address)
social_signals = await self.xai_client.analyze_sentiment(token_address)
pattern_match = await self.claude_agent.compare_historical(on_chain_data)
risk_score = self.calculate_risk_vector(
liquidity=on_chain_data['liquidity'],
holder_distribution=on_chain_data['holders'],
social_momentum=social_signals['momentum'],
dev_activity=on_chain_data['dev_wallet']
)
return {
'score': self.composite_score(pattern_match, social_signals),
'risk': risk_score,
'recommendation': self.generate_recommendation(risk_score)
}
$TESTICLE's success wasn't random. Our post-mortem analysis revealed:
PUMPTICLE encodes these success factors into quantifiable metrics, enabling real-time identification of tokens with similar characteristics before they moon.
PUMPTICLE CLI v1.0.0
COMMANDS:
monitor [address] Monitor specific token in real-time
scan Scan all new Pump.fun launches
analyze [address] Deep analysis of specific token
alerts --configure Setup custom alert conditions
portfolio --track Track multiple positions
backtest [strategy] Test strategies against historical data
export [format] Export data (JSON/CSV/API)
INTEGRATIONS:
--telegram Push alerts to Telegram
--discord Connect to Discord bot
--webhook [url] POST alerts to custom endpoint
--api Enable REST API server