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Read the actual execution model instead of assuming the AI label means a bot can place real orders."}]},{"id":"arbitrage","url":"/polymarket-arbitrage-tools/","title":"Polymarket Arbitrage Tools and Bots","seoTitle":"Polymarket Arbitrage: Compare Spreads and Execution Risk | PredictionToolkit","description":"Research Polymarket price differences across markets. Compare settlement rules, fees, fill risk, capital needs and incompatible outcomes before treating a spread as executable.","type":"category","parent":"trading","children":[],"searchTerms":["Polymarket Arbitrage Tools and Bots"],"steps":[],"relatedLinks":[{"targetId":"aggregators"},{"targetId":"api"},{"targetId":"resolution"},{"targetId":"trading"}],"blocks":[{"id":"spread-body","type":"paragraph","text":"Similar questions can settle differently or face different trading constraints. Compare the exact outcomes and rules before assuming that positions offset one another."}]},{"id":"marketmaking","url":"/polymarket-market-making-tools/","title":"Polymarket Market Making and Liquidity Tools","seoTitle":"Polymarket Market Making: Quoting and Liquidity Tools | PredictionToolkit","description":"Compare Polymarket quoting bots, infrastructure and liquidity-reward research. Distinguish automated quotes and inventory controls from LP analytics.","type":"category","parent":"trading","children":[],"searchTerms":["Polymarket Market Making and Liquidity Tools"],"steps":[],"relatedLinks":[{"targetId":"bots"},{"targetId":"risk"},{"targetId":"streams"},{"targetId":"trading"}],"blocks":[{"id":"roles-body","type":"paragraph","text":"Automated quoting and inventory management are different from LP analytics. A venue offering maker rebates does not by itself supply a market-making tool."}]},{"id":"strategies","url":"/polymarket-strategy-builders/","title":"Polymarket Strategy Builders and Automation","seoTitle":"Polymarket Strategy Builders: Rules, Modes and Control | PredictionToolkit","description":"Compare configurable Polymarket automation, strategy terminals and developer frameworks. Review execution modes, orders, sizing, exits and fill models.","type":"category","parent":"trading","children":[],"searchTerms":["Polymarket Strategy Builders and Automation"],"steps":[],"relatedLinks":[{"targetId":"bots"},{"targetId":"backtesting"},{"targetId":"hosting"},{"targetId":"paper"},{"targetId":"trading"}],"blocks":[{"id":"modes-body","type":"paragraph","text":"Compare supported execution modes, order types, sizing rules and exits. Historical replay, paper runs and live strategies can use different data and fill models. A past-period question needs a different test from checking live order behavior; select the mode explicitly."}]},{"id":"mobile","url":"/polymarket-mobile-apps/","title":"Polymarket Mobile Apps","seoTitle":"Polymarket Mobile Apps: Devices and Trading Access | PredictionToolkit","description":"Compare mobile-oriented Polymarket apps for events and trading workflows. Confirm device support, account access and functions available in your session.","type":"category","parent":"frontends","children":[],"searchTerms":["Polymarket Mobile Apps"],"steps":[],"relatedLinks":[{"targetId":"terminals"},{"targetId":"paper"},{"targetId":"frontends"}],"blocks":[{"id":"session-body","type":"paragraph","text":"A mobile-oriented product can expose different functions across devices or account paths. Check what actually loads in your session before relying on it for a trading task."}]},{"id":"aggregators","url":"/polymarket-aggregators/","title":"Polymarket and Prediction Market Aggregators","seoTitle":"Prediction Market Aggregators: Polymarket Across Venues | PredictionToolkit","description":"Compare aggregators combining Polymarket and other venues. Check equivalent contracts, settlement, liquidity and execution support for each platform.","type":"category","parent":"frontends","children":[],"searchTerms":["Polymarket and Prediction Market Aggregators"],"steps":[],"relatedLinks":[{"targetId":"terminals"},{"targetId":"arbitrage"},{"targetId":"api"},{"targetId":"resolution"}],"blocks":[{"id":"matching-body","type":"paragraph","text":"Two events with similar names may have different rules or settlement terms. Read the precise questions before comparing prices as though the contracts were equivalent."}]},{"id":"scanners","url":"/polymarket-market-scanners/","title":"Polymarket Market Scanners","seoTitle":"Polymarket Scanners: Screen Activity and Liquidity | PredictionToolkit","description":"Find Polymarket markets through activity, liquidity and research signals. Compare screening inputs, refresh timing and links to original evidence.","type":"category","parent":"analytics","children":[],"searchTerms":["Polymarket Market Scanners"],"steps":[],"relatedLinks":[{"targetId":"signals"},{"targetId":"alerts"},{"targetId":"arbitrage"},{"targetId":"research"}],"blocks":[{"id":"watchlist-body","type":"paragraph","text":"Open the underlying contract and current order book before acting. Screening identifies something to examine; the result does not replace the question’s rules or executable prices."}]},{"id":"dashboards","url":"/polymarket-dashboards/","title":"Polymarket Dashboards and Charts","seoTitle":"Polymarket Dashboards and Charts: Data Behind the View | PredictionToolkit","description":"Explore charts and dashboards for Polymarket traders, markets and builder activity. Check the backend, update cadence and dependencies of hosted or source-code tools.","type":"category","parent":"analytics","children":[],"searchTerms":["Polymarket Dashboards and Charts"],"steps":[],"relatedLinks":[{"targetId":"api"},{"targetId":"history"},{"targetId":"portfolio"},{"targetId":"research"},{"targetId":"developers"}],"blocks":[{"id":"delivery-body","type":"paragraph","text":"A screenshot or source repository does not establish a working hosted dashboard. For self-hosted code, the application’s backend and dependencies determine whether the view can be reproduced."}]},{"id":"signals","url":"/polymarket-signal-tools/","title":"Polymarket Signals and Signal Bots","seoTitle":"Polymarket Signals: Inputs, Evidence and Execution Scope | PredictionToolkit","description":"Compare Polymarket signals from wallets, prices, forecasts and news. Inspect triggers, timestamps, market coverage, samples and any documented automation.","type":"category","parent":"analytics","children":[],"searchTerms":["Polymarket Signals and Signal Bots"],"steps":[],"relatedLinks":[{"targetId":"alerts"},{"targetId":"forecasting"},{"targetId":"backtesting"},{"targetId":"methodology"}],"blocks":[{"id":"evidence-body","type":"paragraph","text":"Inspect the signal’s timestamp, covered markets and underlying sample. A wallet-based score and an external-news signal are different inputs; compare their evidence rather than treating them as interchangeable recommendations."}]},{"id":"risk","url":"/polymarket-risk-management-tools/","title":"Polymarket Risk Management and Position Sizing Tools","seoTitle":"Polymarket Risk Management: Sizing and Exposure Tools | PredictionToolkit","description":"Research Polymarket position sizing, contract relationships and potential hedges. Check settlement, correlation, liquidity and assumptions behind suggested positions.","type":"category","parent":"analytics","children":[],"searchTerms":["Polymarket Risk Management and Position Sizing Tools"],"steps":[],"relatedLinks":[{"targetId":"portfolio"},{"targetId":"marketmaking"},{"targetId":"paper"},{"targetId":"resolution"}],"blocks":[{"id":"exposure-body","type":"paragraph","text":"Positions that look different can share exposure, while apparently opposite contracts may have different settlement logic. Inspect the assumptions behind a proposed position size or hedge."}]},{"id":"forecasting","url":"/polymarket-forecasting-tools/","title":"Polymarket Forecasting and Research Tools","seoTitle":"Polymarket Forecasting Tools: Evidence Behind Probabilities | PredictionToolkit","description":"Compare forecasting and AI research for Polymarket contracts. Inspect evidence, assumptions, time horizons, citations, model inputs and calibration claims.","type":"category","parent":"research","children":[],"searchTerms":["Polymarket Forecasting and Research Tools"],"steps":[],"relatedLinks":[{"targetId":"agents"},{"targetId":"osint"},{"targetId":"feeds"},{"targetId":"usecases"}],"blocks":[{"id":"estimate-body","type":"paragraph","text":"A forecast and the market price are different measures. Compare the evidence, assumptions and time horizon before interpreting a difference between them."}]},{"id":"osint","url":"/polymarket-news-research-tools/","title":"Polymarket News and OSINT Research Tools","seoTitle":"Polymarket News and OSINT: Trace the Original Evidence | PredictionToolkit","description":"Find public-source intelligence and news context for Polymarket. Check original reports, timestamps and the difference between direct evidence and indirect indicators.","type":"category","parent":"research","children":[],"searchTerms":["Polymarket News and OSINT Research Tools"],"steps":[],"relatedLinks":[{"targetId":"media"},{"targetId":"feeds"},{"targetId":"forecasting"},{"targetId":"resolution"}],"blocks":[{"id":"sources-body","type":"paragraph","text":"Direct evidence, indirect activity indicators, summaries and speculation have different roles. An unusual activity pattern can prompt investigation without establishing that the contract’s event happened."}]},{"id":"resolution","url":"/polymarket-resolution-tools/","title":"Polymarket Resolution Research Tools","seoTitle":"Polymarket Resolution Research: Rules, Sources and Disputes | PredictionToolkit","description":"Investigate Polymarket contract wording, settlement sources and disputes. Compare similar markets against the evidence and rules of each specific contract.","type":"category","parent":"research","children":[],"searchTerms":["Polymarket Resolution Research Tools"],"steps":[],"relatedLinks":[{"targetId":"osint"},{"targetId":"feeds"},{"targetId":"research"},{"targetId":"aggregators"}],"blocks":[{"id":"wording-body","type":"paragraph","text":"Match the exact question to its settlement evidence. A platform having settlement rules does not automatically make it a resolution-research tool; the relevant capability is helping investigate those rules and their application."}]},{"id":"official","url":"/polymarket-official-tools/","title":"Official Polymarket Developer Tools","seoTitle":"Official Polymarket APIs and Developer Tools | PredictionToolkit","description":"Find Polymarket-published APIs, streams and clients. Choose tools for discovery, public data, reference feeds or authenticated account operations.","type":"category","parent":"developers","children":[],"searchTerms":["Official Polymarket Developer Tools"],"steps":[],"relatedLinks":[{"targetId":"api"},{"targetId":"sdks"},{"targetId":"streams"},{"targetId":"endpoints"},{"targetId":"learning"},{"targetId":"news"}],"blocks":[{"id":"scope-body","type":"paragraph","text":"Official education and publications belong under Learning and News. For an integration, inspect the endpoint, client or stream that supplies the required information or action. A publisher’s identity does not make every resource a developer interface."}]},{"id":"streams","url":"/polymarket-streaming-data/","title":"Polymarket Streaming APIs and WebSockets","seoTitle":"Polymarket Streaming Data: WebSockets and Subscription Feeds | PredictionToolkit","description":"Compare documented WebSocket, SSE and subscription feeds for market, wallet and reference data. Check events, timestamps, reconnection, authentication and limits.","type":"category","parent":"developers","children":[],"searchTerms":["Polymarket Streaming APIs and WebSockets"],"steps":[],"relatedLinks":[{"targetId":"api"},{"targetId":"official"},{"targetId":"history"},{"targetId":"dashboards"}],"blocks":[{"id":"feed-body","type":"paragraph","text":"A live chart shows information; a downloadable tick file supplies stored records. Neither alone establishes a subscription feed your application can consume."}]},{"id":"cli","url":"/polymarket-cli-tools/","title":"Polymarket Command-line Tools","seoTitle":"Polymarket CLI Tools: Search and Data from the Terminal | PredictionToolkit","description":"Find command-line tools for Polymarket search and data retrieval. Start with public reads and compare authentication, output formats and release compatibility.","type":"category","parent":"developers","children":[],"searchTerms":["Polymarket Command-line Tools"],"steps":[],"relatedLinks":[{"targetId":"sdks"},{"targetId":"api"},{"targetId":"developers"},{"targetId":"key"}],"blocks":[{"id":"reads-body","type":"paragraph","text":"Read-only commands offer a starting point for understanding a client’s behavior. Account actions have separate authentication and permission requirements."}]},{"id":"backtesting","url":"/polymarket-backtesting-tools/","title":"Polymarket Backtesting and Replay Tools","seoTitle":"Polymarket Backtesting: Replay Windows and Fill Models | PredictionToolkit","description":"Compare Polymarket strategy and execution replay tools. Inspect fees, spreads, missing data and available depth within the replay window.","type":"category","parent":"trading","children":[],"searchTerms":["Polymarket Backtesting and Replay Tools"],"steps":[],"relatedLinks":[{"targetId":"history"},{"targetId":"paper"},{"targetId":"strategies"}],"blocks":[{"id":"replay-body","type":"paragraph","text":"The result depends on the window and the engine’s treatment of the data. Reconstructed fills should be understood through those assumptions, rather than treated as a record of what your account would necessarily have earned."}]},{"id":"indexing","url":"/polymarket-onchain-data-tools/","title":"Polymarket Indexers and On-chain Data Tools","seoTitle":"Polymarket Indexers: On-chain Queries and Data Delivery | PredictionToolkit","description":"Compare indexed Polymarket contract events, positions and streams. Check contract coverage, schemas, history and the difference from a resting order book.","type":"category","parent":"developers","children":[],"searchTerms":["Polymarket Indexers and On-chain Data Tools"],"steps":[],"relatedLinks":[{"targetId":"api"},{"targetId":"history"},{"targetId":"streams"},{"targetId":"developers"}],"blocks":[{"id":"coverage-body","type":"paragraph","text":"Compare contract coverage, response schema, historical reach and delivery method. An on-chain trade stream describes different data from the exchange’s resting order book. Select the source needed by your application rather than substituting one for the other."}]},{"id":"walletaccess","url":"/polymarket-wallets/","title":"Crypto wallets and private access for Polymarket","seoTitle":"Crypto Wallets for Polymarket: Access and Signing Control | PredictionToolkit","description":"Compare Polymarket wallet products, signing vaults and account interfaces. Check signing control, recovery and visibility separately from public wallet tracking.","type":"category","parent":"infrastructure","children":[],"searchTerms":["Crypto wallets and private access for Polymarket"],"steps":[],"relatedLinks":[{"targetId":"wallet"},{"targetId":"funding"},{"targetId":"signing"},{"targetId":"infrastructure"}],"blocks":[{"id":"control-body","type":"paragraph","text":"Understand who can sign and how access can be recovered before relying on an account path. Privacy-related positioning should be assessed through the documented visibility of activity."}]},{"id":"funding","url":"/polymarket-funding-tools/","title":"Polymarket deposits, wallet funding and bridges","seoTitle":"Polymarket Deposits: Funding, Bridges and On-ramps | PredictionToolkit","description":"Compare documented Polymarket funding routes across networks and accounts. Check supported assets, destination, fees and the difference between a deposit and a bridge.","type":"category","parent":"infrastructure","children":[],"searchTerms":["Polymarket deposits, wallet funding and bridges"],"steps":[],"relatedLinks":[{"targetId":"walletaccess"},{"targetId":"signing"},{"targetId":"infrastructure"}],"blocks":[{"id":"route-body","type":"paragraph","text":"A deposit button alone does not establish a bridge. Inspect the actual movement between networks or accounts and the destination balance described by the product."}]},{"id":"hosting","url":"/polymarket-bot-hosting/","title":"Polymarket bot hosting and VPS deployment","seoTitle":"Polymarket Bot Hosting: VPS and Deployment Requirements | PredictionToolkit","description":"Compare environments for hosting custom prediction-market strategies. Review runtimes, deployment limits, persistence and monitoring before choosing a service.","type":"category","parent":"infrastructure","children":[],"searchTerms":["Polymarket bot hosting and VPS deployment"],"steps":[],"relatedLinks":[{"targetId":"bots"},{"targetId":"signing"},{"targetId":"strategies"},{"targetId":"infrastructure"}],"blocks":[{"id":"environment-body","type":"paragraph","text":"A bot merely requiring an always-on computer belongs in Trading bots. A hosting product should supply the environment or deployment workflow itself. Evaluate a VPS or managed environment against that actual task."}]},{"id":"signing","url":"/polymarket-wallet-infrastructure/","title":"Polymarket Signing and Relayer Infrastructure","seoTitle":"Polymarket Signing and Relayer: Wallet Actions and Limits | PredictionToolkit","description":"Review signer-authorized Relayer actions, the published /submit limit and wallet-type schema differences. Separate wallet transactions, order books and fees.","type":"category","parent":"infrastructure","children":[],"searchTerms":["Polymarket Signing and Relayer Infrastructure"],"steps":[],"relatedLinks":[{"targetId":"tool-polymarket-relayer-api"},{"targetId":"walletaccess"},{"targetId":"api"},{"targetId":"sdks"}],"blocks":[{"id":"actions-body","type":"paragraph","text":"Official documentation covers approvals and position split, merge and redemption. The published IP rate-limit table sets /submit at 25 requests per minute."}]},{"id":"lending","url":"/polymarket-lending-tools/","title":"Polymarket Lending and Collateral Products","seoTitle":"Polymarket Lending: Positions, Collateral and Borrowing | PredictionToolkit","description":"Explore position-based borrowing and collateral products. Compare eligible assets, collateral management, access and exits separately from staking or yield.","type":"category","parent":"capital","children":[],"searchTerms":["Polymarket Lending and Collateral Products"],"steps":[],"relatedLinks":[{"targetId":"capital"},{"targetId":"risk"},{"targetId":"yield"},{"targetId":"methodology"}],"blocks":[{"id":"distinctions-body","type":"paragraph","text":"Staking a position, earning yield and borrowing against it are different actions. Start with supported assets and borrowing terms, then read the profile’s workflow and pricing. Do not infer one mechanism from another product’s description."}]},{"id":"yield","url":"/polymarket-yield-tools/","title":"Polymarket Yield and Bonding Tools","seoTitle":"Polymarket Yield Tools: Mechanisms and Withdrawal Terms | PredictionToolkit","description":"Explore yield-bearing positions, liquidity products and near-settlement bonding research. Distinguish interest and liquidity income from discounted outcome payouts.","type":"category","parent":"capital","children":[],"searchTerms":["Polymarket Yield and Bonding Tools"],"steps":[],"relatedLinks":[{"targetId":"lending"},{"targetId":"funds"},{"targetId":"capital"},{"targetId":"methodology"}],"blocks":[{"id":"mechanism-body","type":"paragraph","text":"Interest, liquidity income and a discounted outcome payout are different mechanisms. A near-settlement price difference should not be silently described as interest."}]},{"id":"funds","url":"/polymarket-funds/","title":"Polymarket Funds and Strategy Products","seoTitle":"Polymarket Funds: Managers, Lockups and Fee Caps | PredictionToolkit","description":"Understand manager-run PolyFund stages, withdrawal lockups and documented fee caps. Check each fund’s manager, timeline and actual terms.","type":"category","parent":"capital","children":[],"searchTerms":["Polymarket Funds and Strategy Products"],"steps":[],"relatedLinks":[{"targetId":"tool-polyfund"},{"targetId":"copy"},{"targetId":"yield"},{"targetId":"capital"},{"targetId":"methodology"}],"blocks":[{"id":"terms-body","type":"paragraph","text":"The manager, dates and fees must be read for each fund. The documented 3% deposit and 30% performance fee caps are not the selected fund’s actual charges."}]},{"id":"funded","url":"/polymarket-funded-trading/","title":"Polymarket Funded Trading Services","seoTitle":"Polymarket Funded Trading: Evaluations and Payout Rules | PredictionToolkit","description":"Compare prediction-market funded evaluations by simulated size, fees, profit targets, loss rules and payouts. Read breach conditions before choosing a program.","type":"category","parent":"capital","children":[],"searchTerms":["Polymarket Funded Trading Services"],"steps":[],"relatedLinks":[{"targetId":"risk"},{"targetId":"capital"},{"targetId":"methodology"}],"blocks":[{"id":"limit-body","type":"paragraph","text":"Account size is a program limit. Read the simulation, breach and payout rules together: reaching a profit figure does not by itself describe eligibility for payment under the program. Use each profile’s actual terms."}]},{"id":"leverage","url":"/polymarket-leverage-tools/","title":"Polymarket Margin and Leveraged Products","seoTitle":"Polymarket Leverage: Margin, Liquidation and Costs | PredictionToolkit","description":"Compare leveraged prediction products by counterparties, collateral, maintenance margin and liquidation. Calculate fees on the stated margin or notional basis.","type":"category","parent":"capital","children":[],"searchTerms":["Polymarket Margin and Leveraged Products"],"steps":[],"relatedLinks":[{"targetId":"lending"},{"targetId":"risk"},{"targetId":"capital"}],"blocks":[{"id":"cost-body","type":"paragraph","text":"Maximum leverage depends on the quote and available capacity. Margin and notional are different amounts; use the stated basis when calculating costs. Inspect liquidation mechanics alongside collateral and fees."}]},{"id":"parlays","url":"/polymarket-parlay-tools/","title":"Polymarket Parlay and Structured-outcome Tools","seoTitle":"Polymarket Parlays: Combined Outcomes and Contract Rules | PredictionToolkit","description":"Explore parlay and structured-outcome tools. Compare included events, probability, price, payout, venues and the combination’s settlement rules.","type":"category","parent":"capital","children":[],"searchTerms":["Polymarket Parlay and Structured-outcome Tools"],"steps":[],"relatedLinks":[{"targetId":"resolution"},{"targetId":"capital"},{"targetId":"methodology"}],"blocks":[{"id":"rules-body","type":"paragraph","text":"A bundle of independent positions and a single combined-outcome contract have different payouts and settlement behavior. Do not infer the combined contract’s rules from one of its underlying events alone."}]},{"id":"media","url":"/polymarket-news-sources/","title":"Polymarket News and Media","seoTitle":"Polymarket News and Media: Publications and Byline Context | PredictionToolkit","description":"Explore prediction-market publishers, including The Oracle by Polymarket. Read original dates and bylines and distinguish commentary from settlement evidence.","type":"category","parent":"resources","children":[],"searchTerms":["Polymarket News and Media"],"steps":[],"relatedLinks":[{"targetId":"tool-the-oracle-by-polymarket"},{"targetId":"osint"},{"targetId":"communities"},{"targetId":"learning"},{"targetId":"resources"}],"blocks":[{"id":"publication-body","type":"paragraph","text":"The Oracle by Polymarket is a Polymarket-branded Substack news and views publication. It is distinct from the UMA dispute-resolution oracle."}]},{"id":"learning","url":"/polymarket-learning-resources/","title":"Polymarket Learning Resources and Guides","seoTitle":"Polymarket Learning Resources: Guides and Worked Examples | PredictionToolkit","description":"Find explanations and structured prediction-market learning. Compare definitions, worked examples and method assumptions; use Paper trading for practice.","type":"category","parent":"resources","children":[],"searchTerms":["Polymarket Learning Resources and Guides"],"steps":[],"relatedLinks":[{"targetId":"guides"},{"targetId":"builders"},{"targetId":"communities"},{"targetId":"paper"}],"blocks":[{"id":"examples-body","type":"paragraph","text":"Clear definitions and worked examples make it easier to follow the reasoning. Inspect the assumptions so you know when an example applies to a different event or workflow."}]},{"id":"builders","url":"/polymarket-builder-resources/","title":"Polymarket Starter Projects and Builder Resources","seoTitle":"Polymarket Builders: Starter Projects and Integration Resources | PredictionToolkit","description":"Find reusable projects, embedding tools and integration guides for prediction-market applications. Review licenses, setup and backend dependencies before adapting code.","type":"category","parent":"developers","children":[],"searchTerms":["Polymarket Starter Projects and Builder Resources"],"steps":[],"relatedLinks":[{"targetId":"developers"},{"targetId":"official"},{"targetId":"communities"},{"targetId":"sdks"}],"blocks":[{"id":"adapt-body","type":"paragraph","text":"A repository can remain available after its hosted backend stops working. Inspect both the reusable code and the services it depends on before adapting the project."}]},{"id":"platforms","url":"/prediction-market-platforms/","title":"Related Prediction Market Platforms","seoTitle":"Prediction Market Platforms: Venues, Access and Settlement | PredictionToolkit","description":"Compare prediction-market platforms and venue directories by contracts, account access, mechanisms, data and settlement. Identify where the actual position is held.","type":"category","parent":"resources","children":[],"searchTerms":["Related Prediction Market Platforms"],"steps":[],"relatedLinks":[{"targetId":"aggregators"},{"targetId":"arbitrage"},{"targetId":"resources"}],"blocks":[{"id":"position-body","type":"paragraph","text":"A venue and a terminal routing to another venue have different roles. Use documented account and contract coverage to determine where the actual position is held. An aggregator can assist comparison without becoming the underlying market."}]},{"id":"feed-crypto","url":"/data-sources/crypto/","title":"Crypto Research and Data for Prediction Markets","seoTitle":"Crypto Data for Prediction Markets: Evidence and Coverage | PredictionToolkit","description":"Find specialist crypto observations and analytical sources. Match asset coverage, update timing and evidence to the exact prediction-market contract.","type":"category","parent":"feeds","children":[],"searchTerms":["Crypto Research and Data for Prediction Markets"],"steps":[],"relatedLinks":[{"targetId":"feeds"},{"targetId":"resolution"},{"targetId":"api"},{"targetId":"forecasting"}],"blocks":[{"id":"question-body","type":"paragraph","text":"A price observation and research about a token event answer different questions. Identify the asset and measurement you need before comparing sources. A crypto filter on a general venue does not establish specialist data coverage."}]},{"id":"feed-sports","url":"/data-sources/sports/","title":"Sports Research and Data for Prediction Markets","seoTitle":"Sports Data for Prediction Markets: Event Research Sources | PredictionToolkit","description":"Find specialist sports observations and analysis. Check event coverage, update timing and the evidence needed by the specific prediction contract.","type":"category","parent":"feeds","children":[],"searchTerms":["Sports Research and Data for Prediction Markets"],"steps":[],"relatedLinks":[{"targetId":"feeds"},{"targetId":"feed-esports"},{"targetId":"resolution"},{"targetId":"api"}],"blocks":[{"id":"event-body","type":"paragraph","text":"Read the contract’s question before comparing sources. A source useful for event research must cover the relevant competition or outcome and make its evidence accessible; topic labeling alone is insufficient."}]},{"id":"feed-esports","url":"/data-sources/esports/","title":"Esports Research and Data for Prediction Markets","seoTitle":"Esports Data for Prediction Markets: Match and Event Research | PredictionToolkit","description":"Find specialist esports observations and analysis. Match game and event coverage, update timing and evidence to the prediction contract.","type":"category","parent":"feeds","children":[],"searchTerms":["Esports Research and Data for Prediction Markets"],"steps":[],"relatedLinks":[{"targetId":"feeds"},{"targetId":"feed-sports"},{"targetId":"resolution"},{"targetId":"api"}],"blocks":[{"id":"coverage-body","type":"paragraph","text":"Confirm that the research concerns the game and event named in the question. General sports coverage does not establish coverage of every esports event."}]},{"id":"feed-weather","url":"/data-sources/weather/","title":"Weather Research and Data for Prediction Markets","seoTitle":"Weather Data for Prediction Markets: Observations and Models | PredictionToolkit","description":"Find specialist weather research and observations. Compare coverage and update timing and connect forecasts or measured conditions to the exact contract.","type":"category","parent":"feeds","children":[],"searchTerms":["Weather Research and Data for Prediction Markets"],"steps":[],"relatedLinks":[{"targetId":"feeds"},{"targetId":"forecasting"},{"targetId":"resolution"},{"targetId":"api"}],"blocks":[{"id":"measurement-body","type":"paragraph","text":"A forecast and a measured condition serve different research purposes. Read what the source supplies and connect it to the contract’s wording before interpreting a value."}]},{"id":"feed-macro","url":"/data-sources/macro/","title":"Economic Research and Data for Prediction Markets","seoTitle":"Economic Data for Prediction Markets: Releases and Research | PredictionToolkit","description":"Find specialist economic observations and analysis. Compare source coverage, publication timing and the evidence required by the exact macro contract.","type":"category","parent":"feeds","children":[],"searchTerms":["Economic Research and Data for Prediction Markets"],"steps":[],"relatedLinks":[{"targetId":"feeds"},{"targetId":"forecasting"},{"targetId":"resolution"},{"targetId":"api"}],"blocks":[{"id":"release-body","type":"paragraph","text":"Read which observation or analysis the source offers and when it becomes available. An economic forecast and a published measurement should be interpreted according to their different roles."}]},{"id":"feed-equities","url":"/data-sources/equities/","title":"Company and Earnings Research and Data for Prediction Markets","seoTitle":"Company and Earnings Data for Prediction Markets | PredictionToolkit","description":"Find specialist company and earnings research. Compare coverage, update timing and the connection between financial observations and the exact contract.","type":"category","parent":"feeds","children":[],"searchTerms":["Company and Earnings Research and Data for Prediction Markets"],"steps":[],"relatedLinks":[{"targetId":"feeds"},{"targetId":"feed-macro"},{"targetId":"resolution"},{"targetId":"api"}],"blocks":[{"id":"company-body","type":"paragraph","text":"A company research source and a venue listing stock-related contracts have different roles. Read what information the source supplies, when it updates and how it supports the event you are investigating."}]},{"id":"feed-politics","url":"/data-sources/politics/","title":"Politics and Elections Research and Data for Prediction Markets","seoTitle":"Politics and Election Data for Prediction Markets | PredictionToolkit","description":"Find specialist political and election observations and analysis. Check source coverage, update timing and evidence against the exact contract.","type":"category","parent":"feeds","children":[],"searchTerms":["Politics and Elections Research and Data for Prediction Markets"],"steps":[],"relatedLinks":[{"targetId":"feeds"},{"targetId":"forecasting"},{"targetId":"osint"},{"targetId":"resolution"}],"blocks":[{"id":"event-body","type":"paragraph","text":"Read whether the material is an observation, analysis or forecast, then connect it to the specific contract. Broad political commentary may not answer the event described by that contract."}]},{"id":"usecases","url":"/use-cases/","title":"Polymarket workflows","seoTitle":"Polymarket Workflows: From Research to Execution | PredictionToolkit","description":"Follow a Polymarket workflow from the initial research to a practical next step. Explore trader selection, paper simulation, manual copying and automated orders.","type":"workflow-index","parent":"home","children":["copy-workflow"],"searchTerms":["Polymarket workflows"],"steps":[],"relatedLinks":[{"targetId":"copy-workflow"},{"targetId":"copy"},{"targetId":"paper"}],"blocks":[{"id":"selection-body","type":"paragraph","text":"Account permissions, sizing rules and fees belong to the product performing the action. Polycopy and Polyfollow have separate setup requirements. Before a live order, check position limits and the conditions of the selected execution mode."}]},{"id":"news","url":"/news/","title":"Polymarket news","seoTitle":"Polymarket News: Service Changes and Announcements | PredictionToolkit","description":"Read dated Polymarket ecosystem announcements with the affected product and event scope made clear. Distinguish an announced change from confirmed implementation.","type":"news-index","parent":"resources","children":["struct-sunset"],"searchTerms":["Polymarket news"],"steps":[],"relatedLinks":[{"targetId":"struct-sunset"},{"targetId":"struct"},{"targetId":"updates"}],"blocks":[{"id":"selection-body","type":"paragraph","text":"The Struct report concerns its announced Polymarket service cutoff. Keep the announcement date, scheduled cutoff and any later status evidence separate. 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Its official site explicitly includes Polymarket predictions, while Hyperliquid powers a separate perpetuals section; leverage advertised there does not establish leveraged Polymarket positions.","aliases":[],"offeringKind":"infrastructure","title":"Rainbow","h1":"Rainbow","seoTitle":"Rainbow: mobile wallet and Polymarket predictions | PredictionToolkit","description":"Explore Rainbow’s mobile Polymarket interface, wallet backup and transfer guidance. 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Its Market guide lists a 1% fee on every buy for the daily reward pool. Forecasting uses portal credits; a complete public credit price and consumer subscription schedule were not established. Network, trading and model-provider costs may be additional.","displayValue":"MIT describes repository licensing, not the cost of participation. In Market, each buy contributes 1% to the daily reward pool. Forecasting uses portal credits, but complete credit prices and consumer subscriptions were not established. Network, trading or model-provider charges may apply in addition.","evidenceStatus":"source-reviewed","checkedAt":"2026-10-29","sourceIds":["0","1"]}],"sources":[{"id":"0","checkedAt":"2026-10-29T08:04:06.058265+00:00"},{"id":"1","checkedAt":"2026-10-29T08:08:17.181593+00:00"},{"id":"2","checkedAt":"2026-10-29T12:32:23.074Z"},{"id":"3","checkedAt":"2026-10-29T12:32:25.709Z"}],"availability":{"status":"restricted","evidenceStatus":"source-reviewed","checkedAt":"2026-10-29","sourceIds":["0","1","2","3"]},"relationships":{"ownership":"unknown","sponsorship":"unknown","affiliate":"unknown"},"logo":{"path":"/assets/icon-logo-almanac-20261029-192-395e5ee6c9a81af9.webp","width":192,"height":176,"alt":"Almanac logo"},"editorialRating":{"score":2.5},"searchText":"almanac sportstensor forecasting subnet participation is the initiative reached by historical domain with link to its beta market app and corvxai repository separate where validator score trade derived signal from evaluate submitted agent one distinct polymarket tracker plu an early access alma presentation scored proxy wallet route portal structured forecast submission linked public view their account credit registration cost requirement differ guide list a 1 fee on each buy toward daily reward pool competitive scoring doe not guarantee or return use gateway key rather than provide belief path for assessment retained as alia landing presented within that displayed event price book action authenticated custody funding were tested research tool terminal"},{"id":"antflow","url":"/tools/antflow/","name":"AntFlow","summary":"AntFlow describes a hosted consumer workspace for market discovery, manual orders, position accounting and optional paid automation. It is distinct from the separately catalogued Python client library.","aliases":["antflow.live"],"offeringKind":"terminal","title":"AntFlow: evaluate documented order and automation workflows","h1":"AntFlow: evaluate documented order and automation workflows","seoTitle":"AntFlow: Hosted terminal and automation | PredictionToolkit","description":"Review AntFlow’s documented Polymarket orders, CPA/FHM automation and dry-run mode, with early-access restrictions, platform fee layers and unresolved custody language.","searchSynonyms":["antflow.live","AntFlow terminal","CPA FHM automation"],"cardSummary":"A hosted Polymarket terminal with documented risk controls and dry-run automation, currently promoted through early access.","cardCover":{"sourceAssetId":"antflow-overview-live-20261029","kind":"website","fit":"cover","images":[{"path":"/assets/cover-antflow-b341d2810e45acf1-400.webp","width":400,"height":250},{"path":"/assets/cover-antflow-bfed3596e83f14ed-800.webp","width":800,"height":500}],"alt":"AntFlow early-access landing page with an illustrative terminal preview"},"publishedAt":"2026-10-29","audiences":["Traders reviewing documented Polymarket order and risk workflows","Builders separating hosted automation from client libraries"],"capabilities":["Manual desk","Optional paid strategies","Dry-run and live switch","Risk and cost controls"],"primaryCategory":"terminals","categories":["terminals","bots","arbitrage"],"facts":[{"field":"pricing","value":"Published pages advertise Free at $0 and Pro at $100/month, with early-access/founding terms requiring confirmation. The AntFlow platform fee table lists 1% maker and 2% taker per fill for Free, and 0% AntFlow fees for founding/active paid members. These are platform fees rather than the entire execution cost. The help page’s blanket claim of zero native Polymarket fees conflicts with the venue’s current category-specific fee page; no all-in zero-fee claim is adopted.","displayValue":"Published plans advertise Free at $0 and Pro at $100/month. Free platform fees are 1% maker and 2% taker per fill; founding/active paid members are listed at 0% AntFlow fees. Early-access and founding conditions need confirmation.","evidenceStatus":"source-reviewed","checkedAt":"2026-10-29","sourceIds":["0","1","2","3"]},{"field":"access","value":"The landing page requests early access, while app documentation is publicly readable. Account creation, current trading entitlement, custody and live execution were not tested.","evidenceStatus":"source-reviewed","checkedAt":"2026-10-29","sourceIds":["0","1","2"]}],"sources":[{"id":"0","checkedAt":"2026-10-29T12:59:16.991Z"},{"id":"1","checkedAt":"2026-10-29T12:59:24.748Z"},{"id":"2","checkedAt":"2026-10-29T12:59:31.432Z"},{"id":"3","checkedAt":"2026-10-29"}],"availability":{"status":"waitlist","evidenceStatus":"source-reviewed","checkedAt":"2026-10-29","sourceIds":["0","1","2"]},"relationships":{"ownership":"unknown","sponsorship":"unknown","affiliate":"unknown"},"logo":{"path":"/assets/icon-logo-antflow-20261029-180-71e56d600aa7570c.webp","width":180,"height":180,"alt":"AntFlow logo"},"editorialRating":{"score":2.5},"searchText":"antflow live terminal cpa fhm automation describe a hosted consumer workspace for market discovery manual order position accounting and optional paid it is distinct from the separately catalogued python client library polymarket with documented risk control dry run currently promoted through early access desk strategie switch cost documentation search linked buy pair partial reduction lifecycle are separated trade configuration limit strategy performance remain provider claim getting started per user separate to simulated fill must execution help page itemized fee slippage exposure circuit breaker illustrative pnl not an account record bot arbitrage tool"}]}