Datasets:

voidtrace-ai
/

liquidity-intelligence-benchmarks

id int64 1 20	chain stringclasses 8 values	signal_type stringclasses 6 values	liquidity_flow_score int64 80 92	stablecoin_intel_score int64 76 90	capital_rotation_score int64 80 90	dex_activity_score int64 78 92	bridge_activity_score int64 78 92	ecosystem_momentum_score int64 80 90	overall_intelligence_index int64 80 88	priority_signal stringclasses 4 values	ethereum_score int64 80 92	bnb_chain_score int64 76 90	solana_score int64 80 90	arbitrum_score int64 80 88	market_condition stringclasses 8 values	notes stringlengths 20 32
1	Ethereum	liquidity-flow	90	84	88	82	92	86	87	DEX Activity	90	84	88	86	Bull Market	High liquidity inflows detected
2	BNB Chain	dex-activity	86	80	84	90	82	82	84	Stablecoin Intel	86	90	84	82	Neutral	DEX volume spike on BNB
3	Solana	ecosystem-momentum	82	78	84	88	80	90	84	Stablecoin Intel	82	78	88	80	Bull Market	Solana ecosystem momentum surge
4	Arbitrum	bridge-activity	88	82	86	80	92	84	85	DEX Activity	88	82	86	84	Neutral	Bridge inflows to Arbitrum
5	Optimism	capital-rotation	84	80	90	78	84	82	83	DEX Activity	84	80	90	82	Rotation	Capital rotating to L2s
6	Polygon	liquidity-flow	82	78	82	86	84	80	82	Stablecoin Intel	82	78	82	80	Neutral	Polygon DeFi activity rising
7	Avalanche	ecosystem-momentum	80	76	82	80	78	88	81	Bridge Activity	80	76	82	88	Emerging	Avalanche ecosystem expansion
8	Base	bridge-activity	84	78	82	84	88	82	83	Stablecoin Intel	84	78	82	82	Growing	Base bridge activity spike
9	Ethereum	stablecoin-intel	92	90	86	84	88	86	88	Capital Rotation	92	90	86	86	Bear Market	Stablecoin accumulation signal
10	BNB Chain	capital-rotation	86	82	90	84	82	82	84	Bridge Activity	86	82	90	82	Rotation	Capital rotating within BNB DeFi
11	Solana	dex-activity	84	78	82	92	80	84	83	Stablecoin Intel	84	78	82	84	Bull Market	Solana DEX volume record
12	Arbitrum	stablecoin-intel	88	86	84	80	86	82	84	DEX Activity	88	86	84	82	Accumulation	USDC inflows to Arbitrum
13	Ethereum	dex-activity	90	84	86	90	88	86	87	Capital Rotation	90	84	86	86	High Volume	Uniswap volume surge
14	Polygon	bridge-activity	82	78	80	82	88	80	82	Stablecoin Intel	82	78	80	80	Neutral	Cross-chain bridge active
15	BNB Chain	ecosystem-momentum	84	80	84	86	82	88	84	Bridge Activity	84	80	84	88	Growing	BNB ecosystem expansion
16	Avalanche	liquidity-flow	80	76	82	78	80	82	80	Stablecoin Intel	80	76	82	82	Neutral	Avalanche liquidity stable
17	Base	dex-activity	84	80	82	88	84	82	83	Capital Rotation	84	80	82	82	Emerging	Base DEX growth trajectory
18	Optimism	stablecoin-intel	86	84	82	80	84	82	83	DEX Activity	86	84	82	82	Accumulation	USDC stable on Optimism
19	Ethereum	capital-rotation	90	86	90	88	88	88	88	Bridge Activity	90	86	90	88	Rotation	Cross-chain capital moving
20	Solana	bridge-activity	82	78	82	86	88	84	83	Stablecoin Intel	82	78	82	84	Growing	Solana bridge traffic rising

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 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
liquidity_flow_score	integer	Cross-chain liquidity flow score (0-100)
stablecoin_intel_score	integer	Stablecoin intelligence score (0-100)
capital_rotation_score	integer	Capital rotation score (0-100)
dex_activity_score	integer	DEX activity score (0-100)
bridge_activity_score	integer	Bridge activity score (0-100)
ecosystem_momentum_score	integer	Ecosystem momentum score (0-100)
overall_intelligence_index	integer	Overall intelligence index (0-100)
priority_signal	string	Lowest scoring signal to prioritise
ethereum_score	integer	Ethereum chain score
bnb_chain_score	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

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

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