$62,794-2.06%
BTC7D TREND
$1,667-3.66%
ETH7D TREND
$578.96-1.98%
BNB7D TREND
$69.80-2.78%
SOL7D TREND
Market Overview →

All research is data-backed

We combine onchain data, market metrics, and protocol analysis.

Transparent methodology

Every insight includes sources, assumptions, and limitations.

Built for professionals

Actionable intelligence for allocators, researchers, and builders.

155,842

Researchers trust Defiliban

Research Coverage

What We Analyze in DeFi

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DEX Routing Intelligence
Signal 75

DEX Routing Intelligence

Routing logic is becoming a competitive moat because users increasingly feel slippage, not fee branding, at the point of execution.

DEXROUTING
Emission-backed Yield Systems
Signal 82

Emission-backed Yield Systems

Yield programs that lock attractive APY can evolve into long-term balance sheet pressure if governance cannot absorb the distribution burden.

YIELDEMISSIONS
Concentrated Capital Depth
Signal 74

Concentrated Capital Depth

Headline TVL can mask fragile liquidity if usable execution depth depends on incentives that fade faster than demand stabilises.

LIQUIDITYMARKET MICRO
Governance-readable Vulnerabilities
Signal 69

Governance-readable Vulnerabilities

Some of the most dangerous protocol risks are visible in governance design long before they surface as market moving failures.

GOVERNANCERISK
Bridge and Oracle Dependency
Signal 81

Bridge and Oracle Dependency

Infrastructure layers shape survivability because protocols inherit risk from the systems they depend on, not only from their own codebases.

INFRAORACLES
Stablecoin Concentration Risk
Signal 70

Stablecoin Concentration Risk

Protocols that rely too heavily on a narrow collateral base can appear liquid in expansion and become brittle during correlated market exits.

STABLECOINRISK
Signal Strength:80–100 Strong60–79 Moderate0–59 Weak
Signals updated continuously

Research Framework

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How We Break Down DeFi

Why Defiliban

Why this site feels different

Not a generic crypto feed.

Not a broad market portal chasing every narrative equally.

Built to explain how DeFi systems are designed, where they fail, and what actually matters beneath the surface.

Research first. Structure second. Headlines last.

Methodology transparency

Every research piece includes our methodology, data sources, assumptions, and limitations.

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Confidence Scale

How we rate our research

High confidenceStrong data & clear signal
80 – 100
Moderate confidenceGood data, some uncertainty
60 – 79
Low confidenceLimited data or mixed signals
40 – 59
Very low confidenceSpeculative / early signal
0 – 39
Learn more about our confidence methodology →