Datasetpublic

voidtrace-ai/liquidity-intelligence-benchmarks

VOIDTRACE AI Liquidity Intelligence Benchmarks Benchmark dataset of 20 crypto liquidity intelligence cases with individual scores for liquidity flow, stablecoin intelligence, capital rotation, DEX activity, bridge activity, and ecosystem momentum across 8 blockchain networks. Built by VOIDTRACE AI. Dataset Description This dataset contains benchmark data for the VOIDTRACE AI Crypto Liquidity Intelligence Engine — a blockchain intelligence software concept… See the full description on the dataset page: https://huggingface.co/datasets/voidtrace-ai/liquidity-intelligence-benchmarks.

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Dataset Card

VOIDTRACE AI Liquidity Intelligence Benchmarks

![DOI](https://doi.org/10.5281/zenodo.22154466)

Benchmark dataset of 20 crypto liquidity intelligence cases with individual scores for liquidity flow, stablecoin intelligence, capital rotation, DEX activity, bridge activity, and ecosystem momentum across 8 blockchain networks.

Built by VOIDTRACE AI.

Dataset Description

This dataset contains benchmark data for the VOIDTRACE AI Crypto Liquidity Intelligence Engine — a blockchain intelligence software concept designed to organize and interpret cross-chain market activity.

Columns

Column	Type	Description
id	integer	Case ID
chain	string	Target blockchain network
signal_type	string	Intelligence signal type
liquidityflowscore	integer	Cross-chain liquidity flow score (0-100)
stablecoinintelscore	integer	Stablecoin intelligence score (0-100)
capitalrotationscore	integer	Capital rotation score (0-100)
dexactivityscore	integer	DEX activity score (0-100)
bridgeactivityscore	integer	Bridge activity score (0-100)
ecosystemmomentumscore	integer	Ecosystem momentum score (0-100)
overallintelligenceindex	integer	Overall intelligence index (0-100)
priority_signal	string	Lowest scoring signal to prioritise
ethereum_score	integer	Ethereum chain score
bnbchainscore	integer	BNB Chain score
solana_score	integer	Solana score
arbitrum_score	integer	Arbitrum score
market_condition	string	Market condition at time of analysis
notes	string	Intelligence notes

Intelligence Signals

Signal	Description
liquidity-flow	Cross-chain liquidity movement and capital flow
stablecoin-intel	Stablecoin supply, movement, and allocation
capital-rotation	Capital rotation between chains and protocols
dex-activity	DEX volume, depth, and trading activity
bridge-activity	Cross-chain bridge flows and connectivity
ecosystem-momentum	Blockchain ecosystem momentum and growth

Score Interpretation

Score	Status	Confidence
0-30	Critical	Signal insufficient for reliable intelligence
31-60	At Risk	Low confidence — verify with additional signals
61-80	Healthy	Moderate confidence — usable with context
81-100	Excellent	High confidence — actionable intelligence

Usage

python

import pandas as pd
df = pd.read_csv("liquidity_intelligence_benchmarks.csv")
print(df.head())

Citation

VOIDTRACE AI. (2026). VOIDTRACE AI Crypto Liquidity Intelligence Engine. Zenodo. https://doi.org/10.5281/zenodo.22154466

Links

Platform	URL
Website	https://voidtraceai.com
GitHub	https://github.com/voidtrace-ai/crypto-liquidity-intelligence
NPM	https://npmjs.com/package/@voidtrace-ai/crypto-liquidity-intelligence
PyPI	https://pypi.org/project/crypto-liquidity-intelligence
Zenodo	https://doi.org/10.5281/zenodo.22154466
Kaggle	https://www.kaggle.com/datasets/voidtraceai/liquidity-intelligence-benchmarks
Quora	https://www.quora.com/profile/Voidtrace-AI
Pinterest	https://www.pinterest.com/VoidtraceAI
SlideShare	https://www.slideshare.net/slideshow/voidtrace-ai-cross-chain-liquidity-intelligence-blockchain-market-insights/289579387
Medium	https://medium.com/@VOIDTRACE_AI

License

MIT — VOIDTRACE AI