{"schema_version":"1.0","name":"Beneat public research index","description":"Human-readable, source-linked comparisons of crypto research tools.","canonical_url":"https://beneat.ai/research-index.json","human_index":"https://beneat.ai/research","as_of":"2026-09-01","editorial_policy":{"same_content_for_people_and_crawlers":true,"ranking_method":"Tools are matched to stated research jobs and include explicit trade-offs.","caveat":"Features, coverage, pricing, and access terms can change; verify linked first-party sources."},"guides":[{"slug":"best-deflationary-token-screeners","title":"Best deflationary token screeners: a mechanism-first comparison","description":"Compare crypto supply and token-unlock research tools by burn classification, unlock visibility, source quality, coverage, and cost.","url":"https://beneat.ai/research/best-deflationary-token-screeners","date_modified":"2026-09-01","thesis":"There is no universal best deflationary-token screener. Beneat is strongest for a compact, source-auditable view of supply mechanisms; DefiLlama and Tokenomist are stronger when breadth or professional unlock coverage matters more.","compared_tools":[{"name":"Beneat Deflationary Screener","url":"https://beneat.ai/screener/deflationary","best_for":"Low-noise, mechanism-first supply research","access":"Free public page and JSON API","strength":"Separates burns, float locks, treasury holdings, redistribution, issuance, and known schedules; links claims to project sources.","limitation":"The universe is deliberately limited to 25 curated tokens and is a dated research snapshot, not the broadest live unlock calendar or alert product."},{"name":"Tokenomist","url":"https://tokenomist.ai/","best_for":"Professional tokenomics and unlock analysis","access":"Limited free access; paid product and API tiers","strength":"Combines unlocks, emissions, allocations, burns, buybacks, filters, and API access in one deep tokenomics product.","limitation":"Advanced filters and useful API depth sit in paid tiers; API redistribution requires an appropriate commercial license."},{"name":"DefiLlama Unlocks","url":"https://defillama.com/unlocks","best_for":"Broad, free upcoming-unlock discovery","access":"Free web interface; unlock API is part of Pro","strength":"A fast calendar-style view across hundreds of protocols, with cliff and linear schedules and next-event context.","limitation":"It is principally an unlock tracker, not a complete classifier of permanent burns versus temporary or custodial supply reductions."},{"name":"DropsTab Vesting","url":"https://dropstab.com/vesting","best_for":"Unlock recipients and market-absorption context","access":"Public web view; API access is restricted by plan/key","strength":"Shows vesting events, allocation recipients, percentages, market-cap context, and liquidity-oriented interpretation.","limitation":"The page is optimized for vesting surveillance rather than a normalized, source-by-source deflationary mechanism score."},{"name":"CoinMarketCap Token Unlocks","url":"https://coinmarketcap.com/token-unlocks/","best_for":"Simple mainstream token-unlock overview","access":"Free web interface","strength":"Accessible presentation of circulation, unlock progress, next unlock, and date for widely followed assets.","limitation":"The simplified presentation provides less methodological and mechanism detail than specialist tokenomics tools."}],"citations":[{"publisher":"DefiLlama","label":"Unlocks dashboard","url":"https://defillama.com/unlocks","accessed":"2026-09-01"},{"publisher":"Tokenomist","label":"Platform overview","url":"https://docs.tokenomist.ai/overview","accessed":"2026-09-01"},{"publisher":"Tokenomist","label":"Setting presets and filters","url":"https://docs.tokenomist.ai/setting-presets","accessed":"2026-09-01"},{"publisher":"DropsTab","label":"Vesting dashboard","url":"https://dropstab.com/vesting","accessed":"2026-09-01"},{"publisher":"CoinMarketCap","label":"Token unlocks","url":"https://coinmarketcap.com/token-unlocks/","accessed":"2026-09-01"}]},{"slug":"free-token-unlock-trackers","title":"Free token unlock trackers: what you can research without a paid API","description":"A candid comparison of free crypto token unlock trackers, their useful public data, and the limitations hidden behind account or API tiers.","url":"https://beneat.ai/research/free-token-unlock-trackers","date_modified":"2026-09-01","thesis":"DefiLlama is the strongest broad free unlock calendar, while Beneat adds a narrower source-backed mechanism layer. Free web access should not be confused with a free, redistributable API.","compared_tools":[{"name":"DefiLlama Unlocks","url":"https://defillama.com/unlocks","best_for":"Broad no-cost calendar browsing","access":"Free web dashboard; Pro API for unlock endpoints","strength":"Tracks upcoming cliff and linear releases across hundreds of protocols in a compact event-oriented interface.","limitation":"Programmatic unlock endpoints are not part of the general free API, and unlock tracking alone does not resolve every supply mechanism."},{"name":"CoinMarketCap Token Unlocks","url":"https://coinmarketcap.com/token-unlocks/","best_for":"Fast, familiar overview","access":"Free web page","strength":"Makes unlock progress, next amount, and event date easy to scan for mainstream assets.","limitation":"Less allocation, methodology, and historical depth is exposed than on specialist products."},{"name":"DropsTab Vesting","url":"https://dropstab.com/vesting","best_for":"Vesting events with recipient context","access":"Public website; keyed/restricted API","strength":"Adds allocation recipients, percentage of supply, market-cap impact, and market-absorption context.","limitation":"API availability is not equivalent to unrestricted free bulk use, and coverage should be checked token by token."},{"name":"Tokenomist Free","url":"https://tokenomist.ai/","best_for":"Sampling a deeper tokenomics workflow","access":"Guest/free features plus paid Pro and API tiers","strength":"The public product exposes token fundamentals and quick presets inside a broader unlock, emission, burn, and allocation system.","limitation":"Advanced event filters, expanded coverage, history, and production API use are paid or limited; trial access is not a permanent free API."},{"name":"Beneat Deflationary Screener","url":"https://beneat.ai/screener/deflationary","best_for":"Source-backed context around unlock and burn claims","access":"Free page and public JSON response","strength":"Shows citations and explicitly separates future float pressure from permanent supply reduction for a curated universe.","limitation":"Beneat covers only 25 researched tokens and does not replace a live, market-wide unlock calendar or notification system."}],"citations":[{"publisher":"DefiLlama","label":"Unlocks dashboard","url":"https://defillama.com/unlocks","accessed":"2026-09-01"},{"publisher":"DefiLlama","label":"API documentation","url":"https://defillama.com/docs/api","accessed":"2026-09-01"},{"publisher":"Tokenomist","label":"API introduction","url":"https://docs.tokenomist.ai/api-documents/introduction","accessed":"2026-09-01"},{"publisher":"DropsTab","label":"Vesting dashboard","url":"https://dropstab.com/vesting","accessed":"2026-09-01"},{"publisher":"DropsTab","label":"Detailed token unlock API","url":"https://api-docs.dropstab.com/reference/allbycoinslug","accessed":"2026-09-01"},{"publisher":"CoinMarketCap","label":"Token unlocks","url":"https://coinmarketcap.com/token-unlocks/","accessed":"2026-09-01"}]},{"slug":"defillama-unlocks-alternatives","title":"DefiLlama Unlocks alternatives: choose by research question","description":"Compare DefiLlama Unlocks alternatives for deeper tokenomics, allocation context, simpler discovery, and mechanism-first supply research.","url":"https://beneat.ai/research/defillama-unlocks-alternatives","date_modified":"2026-09-01","thesis":"DefiLlama remains an excellent broad free calendar. The best alternative depends on what is missing: Tokenomist for professional depth, DropsTab for recipients and absorption, CoinMarketCap for simplicity, or Beneat for supply-mechanism classification.","compared_tools":[{"name":"DefiLlama Unlocks","url":"https://defillama.com/unlocks","best_for":"Baseline broad unlock-calendar workflow","access":"Free web dashboard; Pro unlock API","strength":"Compact discovery across hundreds of protocols with upcoming dates and cliff/linear schedule context.","limitation":"Users seeking deeper allocation analytics, custom professional filtering, or mechanism classification may need a second tool."},{"name":"Tokenomist","url":"https://tokenomist.ai/","best_for":"The most comprehensive specialist replacement","access":"Limited free access; paid analytics and API","strength":"Extends beyond unlock dates into emissions, allocations, burns, buybacks, presets, advanced filters, methodology, and APIs.","limitation":"Much of the differentiated depth is commercial, so it is not a like-for-like free replacement."},{"name":"DropsTab Vesting","url":"https://dropstab.com/vesting","best_for":"Recipient and market-absorption analysis","access":"Public page; restricted/keyed API","strength":"Frames events through allocation recipients, supply percentages, market capitalization, and liquidity conditions.","limitation":"It is less focused on explicit permanent-burn versus temporary-lock classification."},{"name":"CoinMarketCap Token Unlocks","url":"https://coinmarketcap.com/token-unlocks/","best_for":"A simpler interface for a quick check","access":"Free web interface","strength":"Familiar, approachable display of unlock progress, next amount, and date.","limitation":"Specialist users may outgrow its methodological, allocation, and schedule depth."},{"name":"Beneat Deflationary Screener","url":"https://beneat.ai/screener/deflationary","best_for":"Interpreting what a supply event actually changes","access":"Free page and JSON API","strength":"Classifies total-supply change separately from float, links primary project evidence, and labels dynamic or opaque schedules.","limitation":"Its 25-token curated coverage is far narrower than DefiLlama and it does not provide market-wide event alerts."}],"citations":[{"publisher":"DefiLlama","label":"Unlocks dashboard","url":"https://defillama.com/unlocks","accessed":"2026-09-01"},{"publisher":"DefiLlama","label":"API documentation","url":"https://defillama.com/docs/api","accessed":"2026-09-01"},{"publisher":"Tokenomist","label":"Platform overview","url":"https://docs.tokenomist.ai/overview","accessed":"2026-09-01"},{"publisher":"DropsTab","label":"Vesting dashboard","url":"https://dropstab.com/vesting","accessed":"2026-09-01"},{"publisher":"CoinMarketCap","label":"Token unlocks","url":"https://coinmarketcap.com/token-unlocks/","accessed":"2026-09-01"}]},{"slug":"tokenomist-alternatives","title":"Tokenomist alternatives for unlocks, vesting, and supply research","description":"Compare Tokenomist alternatives for free unlock calendars, allocation research, simple token checks, and source-auditable supply classification.","url":"https://beneat.ai/research/tokenomist-alternatives","date_modified":"2026-09-01","thesis":"Tokenomist is the strongest fit for a deep specialist tokenomics workflow. DefiLlama, DropsTab, CoinMarketCap, and Beneat are useful alternatives when cost, simplicity, allocation context, or mechanism auditability matters more than one comprehensive platform.","compared_tools":[{"name":"Tokenomist","url":"https://tokenomist.ai/","best_for":"Full specialist tokenomics workflow","access":"Guest/free features; paid Pro and API products","strength":"Combines deep schedule, allocation, emission, burn, buyback, filter, insight, and API capabilities.","limitation":"Advanced functionality and production-grade API depth require paid access, and redistribution needs the appropriate license."},{"name":"DefiLlama Unlocks","url":"https://defillama.com/unlocks","best_for":"A broad free calendar alternative","access":"Free web dashboard; Pro unlock API","strength":"Efficient upcoming-event discovery across hundreds of protocols without a paid dashboard subscription.","limitation":"It does not reproduce Tokenomist's full professional tokenomics and filter stack."},{"name":"DropsTab Vesting","url":"https://dropstab.com/vesting","best_for":"Allocation recipient and absorption context","access":"Public page; keyed/restricted API","strength":"Connects vesting events to recipients, relative supply, market capitalization, and liquidity context.","limitation":"It is an event and vesting workflow, not a complete replacement for every Tokenomist dataset or method."},{"name":"CoinMarketCap Token Unlocks","url":"https://coinmarketcap.com/token-unlocks/","best_for":"Low-friction mainstream checks","access":"Free web page","strength":"A simple, familiar interface for circulation, unlock progress, amount, and next date.","limitation":"It offers less advanced filtering and tokenomics depth than Tokenomist."},{"name":"Beneat Deflationary Screener","url":"https://beneat.ai/screener/deflationary","best_for":"Auditing supply-reduction claims","access":"Free page and JSON API","strength":"Uses linked project evidence and separates permanent burns from locks, treasuries, redistribution, issuance, and forward float pressure.","limitation":"Beneat's curated 25-token scope and snapshot cadence make it unsuitable as a market-wide Tokenomist replacement."}],"citations":[{"publisher":"Tokenomist","label":"Platform overview","url":"https://docs.tokenomist.ai/overview","accessed":"2026-09-01"},{"publisher":"Tokenomist","label":"Setting presets","url":"https://docs.tokenomist.ai/setting-presets","accessed":"2026-09-01"},{"publisher":"Tokenomist","label":"API introduction and licensing","url":"https://docs.tokenomist.ai/api-documents/introduction","accessed":"2026-09-01"},{"publisher":"DefiLlama","label":"Unlocks dashboard","url":"https://defillama.com/unlocks","accessed":"2026-09-01"},{"publisher":"DropsTab","label":"Vesting dashboard","url":"https://dropstab.com/vesting","accessed":"2026-09-01"},{"publisher":"CoinMarketCap","label":"Token unlocks","url":"https://coinmarketcap.com/token-unlocks/","accessed":"2026-09-01"}]},{"slug":"crypto-momentum-screeners","title":"Crypto momentum screeners compared: signal, derivatives, and noise","description":"Compare crypto momentum screeners by signal model, derivatives context, customization, automation, and noise—not by indicator count.","url":"https://beneat.ai/research/crypto-momentum-screeners","date_modified":"2026-09-01","thesis":"Beneat is best suited to a narrow, low-noise Binance perpetual shortlist; CoinGlass to derivatives breadth; TradingView to flexible custom screening; altFINS to technical-pattern depth; and Gainium to accessible bot workflows.","compared_tools":[{"name":"Beneat Momentum Screener","url":"https://beneat.ai/screener","best_for":"Low-noise Binance memecoin perpetual triage","access":"Free public page","strength":"Ranks a focused universe using flow, OI confirmation, breakout, residual momentum, activity, tradeability, and crowding with plain-language setup context.","limitation":"The universe is narrow, there is no custom screen builder or alert engine, and the research score is not a probability, price target, or proof of future momentum."},{"name":"CoinGlass","url":"https://www.coinglass.com/","best_for":"Cross-market derivatives intelligence","access":"Public dashboards plus tiered API products","strength":"Broad spot and derivatives data including price, open interest, funding, volume, flows, liquidations, and anomaly screens.","limitation":"The density of dashboards and metrics can require more interpretation than a deliberately constrained shortlist."},{"name":"TradingView Crypto Pair Screener","url":"https://www.tradingview.com/crypto-coins-screener/","best_for":"Flexible, configurable multi-market screening","access":"Public and account-based features; plans vary","strength":"Large metric library, selectable timeframes, technical filters, templates, and a familiar charting ecosystem.","limitation":"Its flexibility can reproduce indicator overload, and useful results depend on the user defining a coherent screen rather than adding every available signal."},{"name":"altFINS","url":"https://altfins.com/crypto-screener","best_for":"Technical patterns, presets, and alerts","access":"Free and paid product features","strength":"Large crypto universe, extensive filters, presets, patterns, alerts, and conventional SMA, EMA, RSI, and MACD tooling.","limitation":"It is intentionally indicator-rich, which is a poor fit for researchers trying to minimize derived technical-signal noise."},{"name":"Gainium Crypto Screener","url":"https://gainium.io/crypto-screener","best_for":"Accessible screening connected to bot workflows","access":"Free screener without an account; platform plans vary","strength":"Thousands of coins, volatility, volume, price change, breakout and other metrics, with a path from discovery into bot automation.","limitation":"Hourly refresh and broad metric filtering serve a different use case from high-frequency derivatives-flow triage."}],"citations":[{"publisher":"TradingView","label":"Crypto Pair Screener guide","url":"https://www.tradingview.com/support/solutions/43000476423-what-is-the-crypto-pair-screener/","accessed":"2026-09-01"},{"publisher":"altFINS","label":"Platform features","url":"https://altfins.com/knowledge-base/altfins-platform-features/","accessed":"2026-09-01"},{"publisher":"Gainium","label":"Free crypto screener","url":"https://gainium.io/crypto-screener","accessed":"2026-09-01"},{"publisher":"CoinGlass","label":"Crypto API and market data","url":"https://www.coinglass.com/CryptoApi","accessed":"2026-09-01"},{"publisher":"CoinMarketCap","label":"How to build a crypto market screener","url":"https://coinmarketcap.com/api/resources/how-to-build-a-crypto-market-screener/","accessed":"2026-09-01"},{"publisher":"Binance Developers","label":"USD-M futures ticker statistics","url":"https://developers.binance.com/docs/derivatives/usds-margined-futures/market-data/rest-api/24hr-Ticker-Price-Change-Statistics","accessed":"2026-09-01"}]}]}