--- url: "https://predictiontoolkit.com/polymarket-forecasting-tools/page/2/" publisher: "PredictionToolkit" --- [← Research]() Browse by purpose [All tools 366]() Trading & automation [All trading & automation 123]() - [Trading bots49]() - [Telegram trading22]() - [AI trading bots7]() - [Copy trading44]() - [Arbitrage21]() - [Liquidity & market making10]() - [Strategy builders30]() - [Paper trading37]() - [Backtesting20]() Frontends & terminals [All frontends & terminals 99]() - [Trading terminals61]() - [Browser extensions14]() - [Mobile apps17]() - [Aggregators26]() Analytics & alerts [All analytics & alerts 221]() - [Wallet tracking106]() - [Alerts55]() - [Portfolio tracking60]() - [Market scanners46]() - [Dashboards75]() - [Signals31]() - [Risk management33]() - [Leaderboards48]() AI & research [All ai & research 98]() - [AI agents26]() - [Forecasting47]() - [News & OSINT29]() - [Resolution17]() APIs & developer tools [All apis & developer tools 135]() - [Data APIs88]() - [SDKs & libraries25]() - [Historical data38]() - [MCP servers29]() - [Official developer tools10]() - [Streaming data19]() - [CLI tools10]() - [On-chain data6]() - [Starter projects & resources13]() Wallets & infrastructure [All wallets & infrastructure 7]() - [Wallets4]() - [Funding & bridges2]() - [Bot hosting2]() - [Wallet infrastructure1]() DeFi & capital [All defi & capital 30]() - [Lending5]() - [Position yield8]() - [Funds & strategies3]() - [Funded trading3]() - [Leverage4]() - [Parlays13]() Topic research & data [All topic research & data 48]() - [Crypto research8]() - [Sports research17]() - [Esports research1]() - [Weather research10]() - [Economic research8]() - [Company & earnings data6]() - [Politics & elections9]() Learn & explore [All learn & explore 48]() - [Communities8]() - [News & media8]() - [Learning12]() - [Prediction platforms26]() [All categories]() Find your toolkit # Polymarket forecasting and research tools | Page 2 Evaluate an estimate by how it was produced and which event it describes. Forecasting tools and AI research can offer a probability estimate, but the supporting evidence determines what you can assess. How to choose forecasting ## Read the estimate with its scope A forecast and the market price are different measures. Compare the evidence, assumptions and time horizon before interpreting a difference between them. ## Inspect the basis - Follow citations to the underlying material. - Review model inputs and assumptions. - Check what any calibration claim actually covers. - Match the time horizon to the contract’s event. [Polymarket AI Agents and Assistants]() Explore research agents. [Polymarket News and OSINT Research Tools]() Trace open-source evidence. [Prediction Market Topic Research and Data]() Find specialist topic inputs. [Polymarket workflows]() Explore research workflows. [All categories]() **47** tools · 13–24 shown Sort ![Numinous Tools agent-skill overview and installation paths]() [Numinous Tools]() SDK**3.5**Editorial Request forecasts and market evidence from an agent while tracking separately metered API usage. - Language Python ![Octagon product overview.]() ![Octagon logo]()[Octagon]() Research tool**3.5**Editorial Source-linked event reports, model-price comparisons and developer access through API, MCP and CLI. - Access Web · API · CLI · MCP ![OddSage market input and backtest research workspace]() ![OddSage logo]()[OddSage]() Research tool**3.5**Editorial Draft an editable market rule, confirm a paper test and inspect observations, modeled costs and saved results. - Trading mode Paper - Access Web ![OddsShift examples of market verdicts and the research workflow.]() ![OddsShift logo]()[OddsShift]() Analytics**3.5**Editorial Model-based market research with frozen Buy calls, public grading and wallet notifications. - Trading mode Read-only - Access Web · Telegram · Email ![OVERROUND research product and access-gated wallet scoreboard preview]() [OVERROUND]() Analytics**3.5**Editorial Compare category-specific wallet records, inspect calibration and receive explained conviction alerts by email or Telegram. - Access Web · Telegram · Email ![Prediction Pilot product overview]() ![Prediction Pilot logo]()[Prediction Pilot]() Research tool**3.5**Editorial A Kalshi-first research assistant with backtests, scheduled alerts and Polymarket comparisons; users execute orders themselves. - Trading mode Read-only - Access Web ![ProbSee wallet-cluster signals with strength, category and time filters]() ![ProbSee logo]()[ProbSee]() Research tool**3.5**Editorial A signal wire and research assistant for public wallet activity, opposing evidence and resolution-clause checks. - Access Web ![Prophet Arena question input and model leaderboard entry]() ![Prophet Arena logo]()[Prophet Arena]() Research tool**3.5**Editorial A live AI forecasting benchmark with resolved-event scores, comparable-event standings and inspectable research traces. - Access Web ![Prophet Notes homepage with forecast articles and previews]() ![Prophet Notes logo]()[Prophet Notes]() Research tool**3.5**Editorial A publication of political forecasting essays, model updates and prediction-market trading notes. - Access Web · Email ![Wethr product overview]() ![Wethr logo]()[Wethr]() Data feed**3.5**Editorial Weather-market research combining station observations, forecast-model comparisons, bias tools, alerts and tiered APIs. - Access Web · API ![Alphascope market-research entry point and forecasting tools]() ![Alphascope logo]()[Alphascope]() Research tool**3.0**Editorial Request an AI forecast from a link, question or image, then compare market odds and news context. - Access Web ![Called It App Store listing and provider phone previews]() ![Called It logo]()[Called It]() Platform**3.0**Editorial A private group can track friends' calls in virtual Cred and consult imported market odds as a reference. - Access iOS · iPadOS [←]() [1]() [2]() [3]() [4]() [→]()