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THE RESEARCH LIBRARY

Perpetual DEX research.
Evidence before conviction.

Protocol analysis, token economics and practical comparisons. Read the evidence, inspect the assumptions, and follow what changes.

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Protocol research & comparisons

COVERAGE AUDIT

Ondo Perps: stock perps, spot collateral and the ONDO token boundary

Ondo Perps explained: equity perpetuals, stock collateral, enclave execution, omnibus custody and the separate rights of the ONDO token.

Read analysis →Updated 2026-11-02
VENUE PROFILE

GMTrade and GMX Solana: markets, fees and data scope

GMTrade explained: Solana liquidity pools, the GMX relationship, GT token boundaries and checks needed before combining provider data.

Read analysis →Updated 2026-11-02
PROTOCOL RESEARCH

Variational Omni analysis: VAR tokenomics, OLP and TradFi perps

Variational analysis: Q4 2026 VAR TGE plan, announced token allocation, OLP spreads and treasury economics, comparable open interest, and pre-TGE valuation risks.

Read analysis →Updated 2026-10-08
COVERAGE AUDIT

Velocity perps: the new Solana program after Drift

Velocity perp execution, its break from paused Drift, USDT scope and the evidence needed before any comparable volume ranking.

Read analysis →Updated 2026-10-07
COVERAGE AUDIT

SYMMIO perps: one clearing layer across many frontends

How SYMMIO solver execution relates to Thena and Vibe, and why a SwapBased frontend license is not proof of separate perp activity.

Read analysis →Updated 2026-10-07
TRADING METHODS

Perp DEX liquidation explained: collateral, margin and funding

How collateral and maintenance margin determine liquidation risk, with source-checked Hyperliquid and Ostium examples and a worked funding calculation.

Read analysis →Updated 2026-10-07
TOKEN UTILITY / GRVT

GRVT membership explained: token locks, fee tiers and GLP access

GRVT membership locks, fee tiers and GLP access, including conflicting official terms and the litepaper's explicit limits on token-holder rights.

Read analysis →Updated 2026-10-07
PROTOCOL RESEARCH

GRVT token analysis: membership demand and dilution

GRVT token dossier covering explicit litepaper rights, membership-document conflicts, allocation-specific vesting and dated trading observations.

Read analysis →Updated 2026-10-07
COVERAGE AUDIT

Gains gTrade: a venue boundary before a perp ranking

A source-checked review of gTrade leveraged markets, execution scope, RWA references and the data still needed for a comparable perp ranking.

Read analysis →Updated 2026-10-07
COVERAGE AUDIT

Bluefin Pro perps: a Sui version break

Bluefin Pro perpetual trading on Sui, its Classic migration, BLUE token limits and the source checks needed for a comparable daily series.

Read analysis →Updated 2026-10-07
VENUE SCOPE

ApeX Omni perps: venue scope, TradFi markets and APEX buyback evidence

An evidence-based ApeX Omni perp audit separating live Omni, legacy Pro, closed Spot, TradFi markets, token terms and reported versus verified APEX buybacks.

Read analysis →Updated 2026-10-07
VENUE SCOPE

SoDEX perps: mainnet markets, SoPoints incentives and SOSO token rights

An evidence-based SoDEX perp audit covering live API markets, trading incentives, fee discounts, SOSO supply terms and the data checks needed before ranking.

Read analysis →Updated 2026-10-06
PROTOCOL RESEARCH

Ostium analysis: RWA perpetuals, fees and oracle risk

Ostium dossier: RWA perpetuals, the July 2026 exploit and reopening, post-reopen revenue quality, OLP vault rights and token-status evidence.

Read analysis →Updated 2026-10-06
PROTOCOL RESEARCH

Extended DEX analysis: fees, vault economics and token status

Extended DEX analysis of current trading fees, XVS vault yield and risks, Starknet settlement, and why a protocol-token price remains unverified.

Read analysis →Updated 2026-10-06
EXPLAINER

Why perp DEX volume can grow while the token lags

Follow a perpetual exchange trade from notional volume to fees, retained income, token buybacks and dilution. A plain-English guide with Hyperliquid and Aster examples.

Read analysis →Updated 2026-10-05
PROTOCOL RESEARCH

edgeX EDGE analysis: buybacks, vesting and trading economics

edgeX EDGE analysis: token supply and buybacks, V1/V2 revenue scope, Arc FX and RWA perp expansion, launch incentives and remaining evidence gaps.

Read analysis →Updated 2026-10-05
VENUE SCOPE

dYdX Chain perps: what belongs in the venue, volume and DYDX token record

An evidence-based dYdX Chain perp audit: v3 versus Chain, Indexer market and candle data, token buyback terms and the checks needed before ranking.

Read analysis →Updated 2026-10-05
COVERAGE AUDIT

GMX V2 perps: active networks, token rights and data boundaries

A source-checked map of GMX V2 perpetual markets, active networks, GMX token buyback terms and the data scopes needed before adding GMX to a perp DEX ranking.

Read analysis →Updated 2026-09-30
TRADING METHODS

How much does a perp DEX trade really cost? Fees, fills and funding

A practical ledger for perp DEX trading costs: notional-based fees, execution price, funding, borrowing and product-specific charges, with dated examples.

Read analysis →Updated 2026-09-29
PROTOCOL RESEARCH

Paradex DIME analysis: buybacks, vesting and product scope

Paradex DIME research: separate reported buybacks by funder, check what the public transfer series actually measures, and trace current vesting terms.

Read analysis →Updated 2026-09-29
VENUE SCOPE

Lighter Core and Robinhood Chain: two perp instances, one data trap

How Lighter Core, the Robinhood Chain instance and Robinhood Wallet relate—and why their perp metrics, fees and token flows need separate evidence.

Read analysis →Updated 2026-09-29
DATA INVESTIGATION

Perp DEX revenue: what 30 versus 90 days actually tells us

A dated comparison of Ostium, edgeX and Hyperliquid fee and revenue windows, with exact product scope, buyback limits and a reproducible way to read acceleration.

Read analysis →Updated 2026-09-28
VAULT RESEARCH

Ostium OLP explained: vault yield, junior buffer and withdrawal risk

A source-checked guide to Ostium's OLP vault after its redesign: what OLP represents, how opening fees reach LPs, how losses are absorbed, and why OLP is not a platform token.

Read analysis →Updated 2026-09-28
MARKET STRUCTURE

Hyperliquid vs Aster: trading costs, markets and token economics

A source-based comparison of Hyperliquid and Aster: defined fee scenarios, execution checks, product scope and the difference between HYPE and ASTER exposure.

Read analysis →Updated 2026-09-28
PROTOCOL RESEARCH

Hyperliquid HYPE analysis: fee capture, market scope and dilution

Analyse HYPE through Hyperliquid fee capture, Assistance Fund burns, HIP-3 scope and supply assumptions, with a framework for testing the investment thesis.

Read analysis →Updated 2026-09-28
ORIGINAL DATA / AVNT

AVNT buybacks: a 30-day ledger and two onchain spot checks

We reconstruct 120 Avantis buyback records, publish the CSVs and trace two transactions from USDC spending to AVNT sent to a dead address.

Read analysis →Updated 2026-09-28
PROTOCOL RESEARCH

Avantis AVNT analysis: buybacks, dilution and the RWA thesis

An evidence-based AVNT analysis: Avantis buybacks, token supply, RWA demand, revenue reconciliation and the signals that would strengthen or weaken the thesis.

Read analysis →Updated 2026-09-28
PROTOCOL RESEARCH

Aster token analysis: ASTER buybacks, veASTER and supply

Understand ASTER buybacks, veASTER rewards, reserve burns and changing emissions. A sourced Aster analysis separating platform growth from token economics.

Read analysis →Updated 2026-09-28
TRADING MECHANICS

Gold derivatives on Ostium, Veranta and Variational: the costs that matter

Compare Ostium XAU/USD, Veranta's CFD-style gold market and Variational XAU perp by instrument type, trading hours, spreads, funding and a worked cost example.

Read analysis →Updated 2026-09-24
PROTOCOL RESEARCH

SynFutures F analysis: permissionless markets and token value

SynFutures dossier: Oyster AMM design, $38M total funding history, 10 billion F max supply and vesting, and thin-market execution risk.

Read analysis →Updated 2026-09-22
MARKET STRUCTURE

RWA perpetuals vs tokenized assets: gold, stocks and ownership

Understand RWA perps, tokenized asset claims, market-hour risk and holding costs, with a worked gold example and source-based venue distinctions.

Read analysis →Updated 2026-09-22
PROTOCOL RESEARCH

Reya REYA analysis: token design, buybacks and migration risks

Reya dossier: Orbit versus based-rollup architecture, 8 billion REYA supply design, proposed Assistance Fund buybacks, and an unverified token market identity.

Read analysis →Updated 2026-09-22
MARKET STRUCTURE

NEAR perps explained: what near.com adds to Hyperliquid

How near.com routes users into Hyperliquid perps, what its privacy description actually says, and why interface volume must not be counted twice.

Read analysis →Updated 2026-09-22

Market foundations

MARKET STRUCTURE

Open interest is not trading volume

Learn why turnover and outstanding perp positions tell different stories, with a worked example and a source-matched research checklist.

Read the note →
TOKEN ECONOMICS

Where do trading fees actually go?

Why gross fees, protocol revenue and value reaching token holders require separate lines.

Read the note →
TOKEN SUPPLY

Token supply explained: circulation, unlocks and burns

Read circulating and total supply alongside dated unlocks, emissions and burns.

Read the note →
TOKEN ECONOMICS

How six perp DEXs turn fees into token mechanics

A grounded, source-by-source comparison of documented fee-to-token mechanisms — not a ranking of which is best.

Read the note →