🆕 What's new

The JPI Invest release notes. ← Back to home

Release log

v6.8August 6, 2026Crypto stocks: an analyst counts as « reliable » only if they beat Bitcoin ₿
  • ₿ Crypto analysts are now measured against Bitcoin, not against zero: on COIN, MARA, CLSK, RIOT, HUT and MSTR, a call looks brilliant simply because Bitcoin is rising — that's beta, not skill. Every target is now compared to Bitcoin's return over the same window. The effect is brutal: across 801 matured calls, half the firms that used to « pass » are eliminated (Needham 71% → 54%, Canaccord 61% → 37%). Conversely Rosenblatt goes from 23% to 64%: it called right while Bitcoin was falling.
  • 📉 This guardrail pays for itself: without it the backtest bought crypto miners and exchanges on a pure momentum effect — and gave up 2.3 percentage points of annual return in some months (21.7% → 19.4%/yr). Across the 11 completed years, published picks and returns are unchanged: crypto only gets in when an analyst genuinely did better than Bitcoin.
  • 🔎 Why « beating Bitcoin on average » isn't enough: several firms show an average gain above Bitcoin, yet their typical call loses to it (their average rests on two or three huge winners). So we score consistency, not the average.
v6.7July 24, 2026Clearer stock pages: all reliable analysts, collapsed calls and an animated gauge 🎯
  • ✅ The « reliable analysts on this stock » table is finally complete: on recently-listed or heavily-covered stocks (e.g. GE Vernova) we were showing only one or two firms while dozens have a real track record. Reliability is now computed on the full history, not just the recent calls displayed.
  • 📋 The long list of all analyst calls is collapsed: we show the most recent ones, the rest opens in one click (« See the other N calls »). Lighter page, key info higher up.
  • 🎯 The opinion gauge animates: the needle starts in the middle and swings to its position when the page opens.
  • ❓ FAQs that link to the right place: « will {stock} recover? », « does it pay a dividend? », « best month to buy? »… each answer points to the dedicated page.
v6.6July 24, 2026JPI selections now require a real track record on the stock — recent IPOs only appear in Risk+ ⏳
  • ⏳ A history guardrail on JPI selections: to enter JPI Light and JPI Fair (the two cautious ones), a stock must have at least 3 analyst calls already matured on itself. In short: we don't put a just-IPO'd stock in a « cautious » list on analysts' sector reputation alone — we wait for a real track record on that specific name.
  • ⚡ Recent IPOs stay visible, but in Risk+ only: a stock with no history of its own (e.g. SpaceX, listed since June 2026) IS a genuine bet — so it belongs in the most aggressive method, not the cautious ones. Its page says so plainly: « no call matured yet » on the stock.
  • 📊 We re-tested another way to pick — trusting the analysts most reliable on each specific stock rather than on their sector. Over the 11-year backtest it's clearly worse (the sector signal generalizes better). So we keep the current method, honestly re-measured: the backtest and every displayed figure are up to date.
v6.5July 23, 2026« Why invest » on ~1,000 stocks, the consensus with real counts, and full English company profiles 💡
  • 💡 A « Why invest in {stock}? » page (and why to hesitate) lands on nearly 1,000 stocks: the case for and against, argument by argument, from the numbers — median target, upside, the most reliable firm on that specific stock, dividend, valuation. We also cite targets below the current price when they exist: never any cherry-picking.
  • 🎯 Two doors from the stock page: « all analysts » (the consensus) on one side, « the best on this stock » (those who've been right) on the other — to compare the crowd's view with the most reliable one.
  • 📊 The consensus finally shows the number of analysts per row (Strong Buy, Buy, Hold, Sell, Strong Sell), to the left of each bar, on top of the percentage on the right.
  • 🇬🇧 English stock pages get their company description back: « What the company does » was empty on many pages — now filled on almost every stock.
  • ⚖️ A more coherent ranking: a price target a firm has since revised can no longer headline the « undervalued » list. We only keep each firm's most recent view.
v6.4July 19, 2026A real footer, a Contact page, and « are insiders buying {stock}? » ✉️
  • ✉️ A Contact page is here, reachable from the Learn more menu and the footer: a simple form (name, email, message) protected from spam without any third-party service (an anti-bot question). Your messages reach us directly — we reply fast.
  • 🧭 A real footer across the whole site: four columns of links to jump straight to the selections, analyst leaderboards, tools and exploration. The site had none until now.
  • 🔎 We finally spell out what sets us apart: the footer restates our method — 300+ research firms audited, 63 kept, 160,000+ price targets timestamped then replayed against the actual price, across nearly 1,500 stocks. It's not a data feed: it's our own scoring.
  • 👤 « Are {stock}'s executives buying their own shares? »: the « insider buying » pages now answer even when there's no recent buy (common for large caps) — explaining why, instead of staying empty.
  • 👑 New « Dividend aristocrats » page: a ranking of the stocks that have raised their dividend the longest (up to 41 years straight), sortable by sector and by streak. Verifiable data, not a promised « royal yield ».
v6.3July 15, 2026Ask a question from the stock page + easier navigation 💬
  • 💬 An « A question about this stock? » block now appears on every stock page, right below the analyst consensus: three ready-made questions (« Should I buy? », « Are the analysts reliable? », « How high can it go? »). One click opens the JPI assistant and asks it — it answers using our backtest data.
  • 📊 The assistant now renders real tables: its number comparisons used to show up as raw text full of vertical bars. They are now properly formatted, and answers no longer run into each other.
  • 🧭 A next step at the end of each page: the « returns », « dividend », « fundamentals » and « insider buying » pages used to end on a plain link. They now offer a proper « Keep exploring {stock} » block — the full overview and the other topics available for that stock, at a glance.
  • 🔎 More visible search bar: its text is now white and bold in the menu — it was barely noticeable.
  • 🧭 Clearer navigation for mid and small caps: the breadcrumb now shows which index a stock belongs to — Home › Stocks › S&P 600 Small Cap › Insteel Industries — instead of pointing to a page that didn't list them. And 596 S&P 600 stocks finally have their « what it returned » page, just like the large caps.
v6.2July 14, 2026Redesigned home + faster site ⚡
  • ⚡ The site loads much faster: the home page has been slimmed down (the Mid-cap and Small-cap universes now load on demand) and images are optimized — the home's weight is nearly halved.
  • 🏠 New home header: a clear title “are the analysts really right?” and a one-line summary of the method (we replay their targets over 11 years) at a glance.
v6.1July 13, 2026Financial charts on stock pages 📊
  • 📊 Revenue, net income and margin per year, as a chart on every stock page: the company's financial trajectory reads at a glance, year after year.
  • 🎯 The JPI method illustrated at the top of the home, with the reminder: on average 2× the S&P 500 return since 2015.
v6.0July 12, 2026S&P 600 small-caps: ~595 more stocks 🔬
  • 🔬 The S&P 600 small-caps are here: about 595 new stocks analyzed like the rest — analyst reliability, 11-year backtest and eligibility for the JPI methods. The main table, “What to buy” and the backtest all have a Small-cap universe (plus an “All 3” that combines S&P 500 + 400 + 600).
v5.9July 11, 2026Stock & ETF comparator ⚖️
  • ⚖️ Compare two stocks or ETFs side by side: price, analyst target, reliability, dividend — to decide between two names on a single screen, with a direct link to each full page.
v5.8July 5, 2026Best month: filter by method 📅
  • 📅 On “Best month to invest”, a Light / Fair / Risk + filter: the 12-month ranking now shows for each of the three methods, not just JPI Fair. Each method has its own podium — Light prefers December, Fair November, Risk + January.
v5.7July 5, 2026Portfolio: add by amount 💶
  • 💶 Add a position by amount (€ or $), not just by quantity: enter the quantity or the amount invested with the buy price — the app computes the missing part automatically and shows you the result before you confirm. Works from every add point (stock page, opportunities…).
v5.6July 5, 2026Current price in alerts 🔔
  • 🔔 The current price shows everywhere you manage your alerts: in the summary (click the bell), on the “My alerts” page and when creating an alert — so you never set the wrong threshold.
v5.5July 5, 2026Google pages: direct access + assistant 🤖
  • 🔗 A “See the interactive version with chart” button at the top of every public page: visitors arriving from Google switch to the real interactive page in one click.
  • 🤖 The AI assistant is also on the public pages (discovery version), with an invitation to create a free account for full analyses. It can now recommend an ETF (S&P 500, Nasdaq, dividends…) instead of replying that it has none.
v5.4July 5, 2026Sticky menu on scroll fixed 🧭
  • 🧭 The top menu no longer breaks apart on fast scroll: the alert button and your name stay inside the bar (before, they could spill onto the background). Fixed on the app and on public pages.
v5.3July 4, 2026Backtest extended to 11 years 📊
  • 📊 The backtest now goes back to 2015 — 11 years of data (instead of 6). We replayed the method over more normal years, before COVID and the AI / semiconductor boom. Verdict: the thesis holds — JPI Fair does +26%/yr vs +12.6% for the S&P 500 over 11 years, i.e. double. More honest too: risk-adjusted the edge is thinner (it's mostly Risk + that dominates), with real drawdowns in 2018 (−9%) and 2022 (−23%).
  • 🔎 The year-by-year picks since 2015 are visible on the Backtests page: what each method would have bought in 2016, 2017, 2018… and the real return achieved.
  • 📅 “Calls studied since 2013” (instead of 2020): we actually analyze every timestamped analyst call from over 10 years back.
v5.2July 4, 2026Stock page: navigation + dividend 💰
  • 🧭 A navigation menu at the top of every stock page: jump straight to what you want — Overview, Analysts, Dividend, Fundamentals, News, Calls — without scrolling. The menu stays pinned as you scroll down.
  • 💰 The dividend finally has its own section, clearly visible (yield in large + amount paid per share and per year), instead of being buried in the fundamentals. Shown only for stocks that pay a dividend.
v5.1July 4, 2026Stock comparator ⚖️
  • ⚖️ New stock comparator: on the Comparisons page, search any two stocks and compare them side by side — year-by-year return, the value of “$1,000 invested” in each, analyst reliability and valuation. Any pair works, not just the preset duels.
v5.0July 4, 2026Best month to invest 📅
  • 📅 “Best month to invest”: we backtested the 12 starting months (JPI Fair method on the S&P 500) and ranked them best to worst, with the year-by-year detail for each month. Year-end/year-start months come out on top, summer last — but the gap rests on a small sample, read it as a tendency, not a rule. The S&P 500 itself stays stable whatever the month: the entry point matters mainly with the JPI method.
v4.9July 3, 2026Analyst leaderboard 🏆
  • 🏆 New “Analyst leaderboard” (in the Rankings menu): the 63 firms ranked by real reliability — % of profitable calls and average gain per call, targets replayed against real prices over 1 year. Each analyst has an “is it reliable?” page with its best and worst stocks.
v4.8July 3, 2026Navigation & direct access ⚡
  • 🗂️ Separate “Rankings” menu (analysts, best month to invest, undervalued, dividend) to find your way faster.
  • ⚡ Direct access to pages: from the rankings and “What to buy”, a click on a stock opens its interactive page directly (before, it took one more click).
v4.7July 1, 2026Public pages (findable on Google)
  • 🌐 Stock Oracle becomes findable on Google: each stock now has 3 public pages — “are the analysts right?”, “fundamentals & financials” (income statement, P/E…) and “if I'd invested” (return by year + calculator) — in French and English, with the method explained. Enough to bring new visitors to the tool.
v4.6July 1, 2026Interactive portfolio evolution
  • Interactive “Value evolution” chart: on hover, you see the portfolio value at each date; click 2 points to measure the change between two dates. A badge also shows the performance over the chosen period, and the chart is a bit more compact.
v4.5July 1, 2026Portfolio: gain/loss per stock
  • Gain/loss per position shown in €/$ on the far right of the table (with the % below). To make room, the “price” and “value” columns (buy and current) are now grouped: the price in large, the value small below.
v4.4July 1, 2026AI assistant restyled + native notifications
  • 🤖 More visible AI assistant: the button at the bottom right is now labelled “JPI AI Analyst” with a more modern icon and a purple glow so it's instantly clear you can talk to it.
  • Notifications matching the site's design: no more ugly grey browser pop-ups — messages (errors, confirmations, info) now show in polished boxes consistent with JPI Invest.
v4.3July 1, 2026Top menu + method names
  • 🧭 A real top menu, everywhere: Home, What to buy, Rankings, Portfolio, Alerts, Method, What's new — always accessible, with the active page highlighted. No more scattered buttons and repeated “Back”.
  • Methods renamed for clarity: Light → JPI Light, JPI Method → JPI Fair, Risk + → JPI Risk +.
v4.2July 1, 2026“How it works” page 📖
  • 📖 New “How it works” page: the project's goal, how we backtest analysts against real prices, and the 3 methods that beat the market (JPI Light / JPI Fair / JPI Risk +) with the numbers and an example. Accessible at the top of the page and built to be found on Google.
v4.1July 1, 20267-day market weather ⛅
  • ⛅ Day-by-day market weather: instead of a single 125-day indicator, you now see the last 7 sessions of the S&P 500 as 7 icons (☀️ up · ⛅ flat · ⛈️ down) — to read the recent trend at a glance. Hover an icon for the date and that day's change.
v4.0June 30, 2026Portfolio chart: measure 📏 + fixed marker
  • 📏 Change measurement on a position's chart: like on the stock pages, click 2 points of the chart to see the change in % and the duration between the two dates (a 3rd click restarts). Hover = price level + date/time.
  • 🟢 Buy marker finally placed ON the curve at the buy date, on all ranges (24h, 7d, 30d…) — before, on 7d/30d it floated at the price level, away from the line. The dotted line stays at your buy price as a reference.
v3.9June 30, 2026A URL per page 🔗
  • 🔗 An address for each page: the portfolio, alerts, rankings, “What to buy”, what's new and each stock/analyst page now have their own URL (e.g. #portfolio, #stock/NVDA). On refresh, you stay where you were instead of returning home — and you can bookmark a view or share the link.
v3.8June 30, 2026Dividends 💵
  • 💵 Dividends received: on a position's detail, record the dividends you received (amount, currency, date). They are counted in the portfolio's total return (new KPI “Total return = capital gain + dividends”).
v3.7June 30, 2026More compact portfolio
  • More compact portfolio header: the 3 key figures stacked, the donut and the evolution on one line, a shorter chart. Table columns renamed (Buy price, Buy value, Current price, Current value) for clarity.
v3.6June 30, 2026Search by name + detailed portfolio
  • 🔎 Add any stock: you can type the symbol (SHAK) OR the name (Shake Shack) — even names outside the S&P 500. Search resolves the right ticker automatically.
  • Enriched “My positions” table: buy date, buy price, buy value, current price, current value, +/− — and a 50/50 split between the table and the detail chart.
v3.5June 30, 2026EUR / USD currency
  • 💱 Currency choice: you can now view your portfolio in € or $ (toggle at the top), with live conversion at the day's EUR/USD rate — a stock bought in USD shows converted to euros, and vice versa.
  • When adding a position or an alert, you enter the price currency (USD or EUR). Alerts in euros are converted automatically for monitoring.
v3.4June 30, 2026Portfolio: charts + dedicated page
  • 📊 Two charts at the top of the portfolio: the sector breakdown (donut) and the value evolution of your portfolio over time (7d / 30d / 90d / 6mo / 1y / All filters).
  • A real dedicated page (no more floating window) with a 🔄 Refresh prices button.
  • Improved buy point on a position's chart: a real green dot (buy) — and red for a sell — at the right date and price.
v3.3June 30, 2026Portfolio as a real page
  • 📊 “My portfolio” redesigned as a real page: your positions on the left, the detail of the selected stock on the right — its chart with your buy point marked (gold line at the buy price + dot at the date), your gain/loss, and the “See the full page” button.
  • Clearer “What to buy” ranking: in JPI Light mode, hover the rank number to see the score detail (reliability + upside + freshness) — no more sense of random order.
v3.2June 30, 2026Buy/sell from the stock page + My alerts
  • 💼 Log a buy / sell directly from a stock's page: you make the decision looking at the stats, and record your position in the same place. If you already hold the stock, you see your gain/loss live + you can add or sell. Sells move into a “Sold” history with the realized gain.
  • 🔔 “My alerts” page (top-right menu): all your active and triggered alerts in one place — add or remove them directly.
  • Alerts with a reason: on creation, you choose the alert's purpose — 🟢 Buy zone, 🔵 Buy back lower, 🟠 Partial sell, 🔴 Full sell. The reason is repeated in the email so you know at a glance what to do.
  • Buy date on positions (to soon mark your buy point on the chart).
  • Ticker verification: when you add a position or alert, we check the symbol really exists (and autocomplete no longer breaks the ticker).
v3.1June 30, 2026Logo & identity
  • New JPI Invest logo (rising emerald price line) in the header, and a favicon in the browser tab. More professional, more recognizable.
v3.0June 30, 2026My portfolio 📊
  • 📊 “My portfolio” (top-right menu, once signed in): log your buys (stock, quantity, buy price) and track your gains/losses live — per position and in total (invested, current value, gain/loss in $ and %).
  • 🎯 Sell and buy-back targets per position: set a sell and/or buy-back price, we monitor every 15 min and you get an email (+ a “🎯 reached” badge in your portfolio) when it's hit.
  • Your positions are private (visible to you only), like your alerts.
v2.2June 29, 20261-day chart
  • New “1 d” range on a stock's chart: the current session intraday (5-min bars, pre-market and after-hours included), with the time on the x-axis. Simpler to visualize the day's move.
  • The scale adapts automatically and shows the time (instead of the date) in intraday view.
v2.1June 29, 2026Price alerts 🔔
  • 🔔 Online price alerts: on any stock page, set a price and a direction (“crosses BELOW” = ready to buy, or “crosses ABOVE”). When the price crosses your threshold, the bell at the top lights up.
  • Prices are monitored automatically every 15 min during US market hours — pre-market and after-hours included (big post-earnings moves often happen off-session) — no need to keep the site open.
  • Your threshold shows on the chart: a dotted line at your alert level (green if “ready to buy”, blue if “above”) — you see the distance to the current price at a glance. And the bell 🔔 at the top lists your alerts (click → the stock's page, at the top).
  • 📧 Email enabled: a confirmation email when you create an alert, and an email at every trigger (in addition to the bell). SMS and WhatsApp coming. And soon “My portfolio” to track your positions and their gains/losses.
  • Your alerts are private (visible to you only).
v2.0June 29, 2026Accounts & sign-in
  • 🔐 Magic-link sign-in: you can now create a personal space — enter your email, get a link, and you're signed in (no password to remember). Access is by invitation for now.
  • It's the foundation of two features coming next: 🔔 price alerts (be notified when a stock hits your buy price, with email) and 📊 my portfolio (log your buys, track your gains, sell/buy-back alerts).
  • Your data is private and protected (everyone only sees their own).
v1.9June 29, 2026Crypto alert + loss stress-test
  • 🔔 “Crypto names” alert: COIN, HOOD and Block (XYZ) are now flagged (on their page, in the “What to buy” lists, and by the JPI Analyst) as very volatile and cyclical — their price mostly tracks Bitcoin, not analyst targets (on our backtest: up to +391% one year, −86% another). Watch the BTC cycle before relying on them.
  • 🧪 We stress-tested how to limit big losses: stop-loss (−15/−20/−25%), sector caps, exclusions, momentum filters… The honest conclusion: except crypto, you can't cleanly remove the losers without missing the winners (they come from the same pool). A −15% stop-loss even does worse (it sells the dips right before the rebound). Losses are the price of gains — owned, not hidden.
  • Decision: we don't distort the selections to “look good on the past”. We prefer an honest tool + a clear guardrail on crypto.
v1.8June 28, 20263 buy levels + detailed backtests
  • 3 levels in “What to buy”: 🟢 JPI Light (follows the most reliable analyst), 🎯 JPI Fair (median of ≥2 reliable analysts — the recommended balance), ⚡ JPI Risk + (follows the most optimistic — aggressive), plus a ✅ Common to all 3 tab (the names in all three lists = the most reassuring signal).
  • Consensus shown on each row (Strong Buy → Strong Sell): spot contrarian bets at a glance (a good analyst very bullish while the crowd stays neutral/Hold).
  • 📊 “Detailed backtests” page (new button): for each year 2020→2025, the exact 20 stocks each method would have bought on January 1st, their real return at year-end, compared to the S&P 500 and the 20 largest. Tabs by method, filter by year, and a January or September start. The current year (⏳) is tracked live.
  • Backtests redone properly (point-in-time, no peeking, NVDA included): JPI Fair beats the index in return (double), but risk-adjusted the edge is thin (ratio 0.91 vs 0.86) — it's Risk+ that dominates (1.03). Irregular. A quality signal, not a sure thing.
  • The JPI Analyst now understands the 3 levels and the “reliable on the sector” vs “track record on the stock” nuance; it knows an insider buy is a positive signal (not a risk), and its answers are no longer cut off.
  • “Calls scored at 1 year”: the counter now shows the recommendations whose one-year horizon is actually reached (≈89,000), instead of the raw total collected.
  • Backtest ↔ live consistency: the “What to buy” screener and the backtests now use exactly the same setting (“reliable analyst” = ≥55% of their calls winning on their sector). What you see live = what was backtested.
  • “Avg profit / call” button: the average absolute profit actually earned per recommendation, next to “vs market” (the outperformance).
v1.7June 28, 2026JPI Analyst + news
  • The JPI Analyst 📈 (bottom right): the assistant now has a name, an avatar, and its answer streams live — no need to scroll to read it from the start.
  • Recent news 📰 on each stock page: the latest articles (titles, source, date, links), filtered to stay relevant to the stock.
  • The Analyst reads the news: open a page, then ask “why did it drop?” — it answers with the real recent catalysts (e.g. product recall, revised guidance).
  • Automatic risk flag ⚠️: news is scanned for signals to watch (lawsuit, downgrade, cut guidance…). If a stock has a buy signal BUT risky news, we tell you — so you don't rely on paper upside alone.
  • More reliable revenue and earnings growth: computed on the displayed income statement (consistent with the chart), instead of raw figures that can mislead. The assistant also recognizes a one-off charge (write-down, acquisition) and no longer cries collapse when revenue is rising.
  • 🧭 Reality check (top of page): we own the truth — for the core of your wealth, an index ETF stays the rational choice. JPI Invest is a clarity tool (analyze, avoid traps), not a market-beating machine. Honest backtests to back it up.
  • The tool is now called JPI Invest.
v1.6June 28, 2026AI assistant
  • First integrated AI assistant: ask it questions about stocks in plain language — it answers with the numbers from the tool's data (valuation, reliable analysts, comparisons, ETF choice).
  • Examples: “3 undervalued medtechs?”, “who to follow on NVDA?”, “P/E vs PEG?”, “why this stock despite the drop?”.
  • It knows the open stock and the whole S&P 500 universe. This is not financial advice.
v1.5June 27, 2026Financials & valuation
  • Financials & valuation (Revolut-style) on each stock: interactive 4-year income statement (hover a year → revenue + net income, and growth vs the prior year), margin, growth, market cap, debt.
  • Clear valuation verdict: undervalued / fair / overvalued, with the PEG spelled out (forward P/E ÷ earnings growth — the standard definition) and earnings growth shown separately.
  • Everything “vs its sector”: P/E, net margin and PEG compared to the median + the sector's usual range — because a “high” P/E can be normal in Tech, and an 8% margin is poor in software but excellent in retail.
  • “ⓘ P/E vs PEG” help + normal-range guides (P/E, PEG, margin) + a “💡 In summary” line that reconciles the two angles (vs its growth / vs its peers).
v1.4June 27, 2026Automation & log
  • Automatic update every morning: new analyst calls, prices and fundamentals refreshed on their own.
  • This “✨ What's new” page: the release log, updated with every change.
v1.3June 27, 2026Readability & teaching
  • Enriched per-call detail: on each recommendation, the Expected target, the Actual move, and whether the analyst was right (≥ +15% in the right direction at 12 months).
  • Help tooltips and legends on the key figures (hit rate, average gain, number of calls) so you no longer misread them.
  • Longs / Shorts cards that follow the “Avg profit / call” / “vs market” button, with the big % = average gain over all calls (winners + losers).
  • Change the horizon from the page (30d / 90d / 180d / 1y) without having to close it.
  • Recent calls always visible on the analyst page, marked “in progress” until the result has matured.
  • The best analyst below the average: “↳ but the best one: …” reveals who to really follow on a stock, behind a misleading average.
v1.2June 27, 2026Interactive charts
  • Measure tool on the charts (like Google Finance): click 2 points for the change in % and the number of days, computed live on hover.
  • Price-level bar on hover: compare a price to past levels (spot a rebound).
  • See an analyst's calls on a specific stock: a 📋 icon opens its history on that stock, dates and results.
v1.1June 26, 2026Core of the tool
  • “Avg profit / call” button: the absolute profit actually earned per call (longs and shorts), on top of the “vs market” performance (alpha).
  • Filter by market regime: judge analysts in a bull market (2024+), bear (2022) or crisis (2020).
  • 🎯 “What to buy” screener: the stocks with a recent bullish call from an analyst credible AND profitable on that sector.
  • Strengths by sector and by stock: where an analyst is truly good (e.g. strong in energy, weak in tech).
  • Stock vs ETF comparison on each call, and data fixes (“Hold” ratings, recent calls, split-related aberrant targets).
v1.0Launch · June 2026Foundations
  • Aggregation of every analyst recommendation on the S&P 500, timestamped.
  • Backtest against real prices (1, 3, 6, 12 months) to know who was really right.
  • Analyst ranking by real performance (vs sector or S&P 500), not by reputation.
  • Stock & analyst pages: consensus, targets, momentum (moving averages), track records, all calls.
  • Live price charts (6 ranges), search by ticker/name, comparison tabs, a dedicated Shorts view.
JPI AI Analyst AI assistant · JPI Invest
Answers based on the tool’s data · not financial advice · full version (free)