{"uid":"cap_mF4HUc6lnNQQkBoQzyYru","slug":"synthora-volume-anomaly-detector-39691383","name":"SYNTHORA Volume Anomaly Detector","description":"SYNTHORA volume-anomaly: crypto volume-anomaly alerts for arbitrage bots — assets whose 24h turnover (volume/mcap) is anomalously high vs their cohort (z-score), early pump/unusual-activity signal. Composite of CoinGecko markets + DeFiLlama DEX volume. Keyless. $0.03 USDC x402 Base.","url":"https://api.hergertsynthora.com/v1/volume-anomaly","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"input":{"type":"string","description":"SYNTHORA volume-anomaly: crypto volume-anomaly alerts for arbitrage bots — assets whose 24h turnover (volume/mcap) is anomalously high vs their cohort (z-score), early pump/unusual-activity signal. Co"}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.03","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.03/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.03","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.03","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_p998xy5qM2J_SHmJu1Oie","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.03","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Detects crypto assets with anomalously high 24h volume-to-market-cap turnover ratios (z-score vs cohort) as early pump or unusual-activity signals for arbitrage bots","exampleAgentPrompt":"Scan the crypto market right now and give me a z-score ranked list of assets with anomalously high 24h volume-to-market-cap turnover compared to their cohort — I'm looking for early pump or unusual-activity signals for my arbitrage bot.","exampleUseCases":[{"title":"Arbitrage bot pre-trade scan","prompt":"Before my arbitrage bot places any trades, check which crypto assets are showing the most anomalous 24h turnover ratios versus their cohort right now — give me the top z-score outliers so I can prioritize them."},{"title":"Early pump signal detection","prompt":"Are there any tokens right now showing unusually high volume relative to their market cap compared to similar assets? I want to catch early pump signals before they go mainstream — use both CEX and DEX volume data."},{"title":"Unusual DeFi activity monitoring","prompt":"I want to monitor for unusual trading activity across DeFi — which assets have a composite CoinGecko plus DeFiLlama volume anomaly spike today, ranked by how far they deviate from their cohort average?"}],"resultDescription":"A ranked list of crypto assets whose 24h volume-to-market-cap turnover ratio is statistically anomalous versus their cohort, each with a z-score indicating deviation magnitude, sourced from a composite of CoinGecko market data and DeFiLlama DEX volume, usable as early pump or unusual-activity signals for arbitrage strategies.","failureModes":["Upstream CoinGecko or DeFiLlama API unavailability causing stale or missing data","Insufficient cohort size for meaningful z-score calculation on niche assets","Very new tokens with limited price history producing unreliable turnover baselines","Rate limiting or payment failure on x402 Base USDC transaction","Empty result set if no assets exceed the anomaly threshold at query time"],"whenToPreferThis":"Choose this endpoint when you need a composite on-chain plus CEX volume anomaly signal specifically normalized by market cap and scored against a peer cohort — rather than raw volume rankings or price-only momentum indicators. Ideal for arbitrage bots and quant strategies that require statistically grounded early-signal detection rather than simple volume thresholds.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-14T18:32:50.210Z","isFirstParty":false}