Global investment research

Global markets.
Research in depth.

Connect company financials, ratios and prices with forecasts for equities, currencies, commodities and the wider economy.

Market

Try , or .

  1. 01ReadCompany financials
  2. 02CompareRatios and multiples
  3. 03CheckConsensus estimates
  4. 04ForecastTest the range

↔ Follow the evidence. Refine your thesis.

Fig. 1a

A forecast, with uncertainty

Simulated
A forecast is a range of possible outcomes.Enable JavaScript to explore the simulation.
Observations
n = 240
Simulation coverage
ĉ = —
Target interval
80%
Forecast horizon
h = 12

Ct+h = [q0.1, q0.9](1)

Fig. 1a. Illustrative simulation, indexed to 100. Observations arrive, misses are ringed, and possible future paths unfold. Coverage is measured over 240 simulated observations; saved model results appear below.

Global market coverage

Find your next market.

Explore equities across the Americas, Europe, Asia Pacific, the Middle East and Africa, plus currencies, commodity contracts and economic indicators. Each instrument shows the research and forecasts available.

15,000+macro and commodity catalog entries
commodity contracts
400+
economic series
15,000+
countries & regions
200+

Catalog listings · forecasts depend on data availability

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Inside Agentic Investor

From a financial statement
to an investment thesis.

Move between company fundamentals and the markets around them. Every company reads from the same fundamentals feed and the same price feed.

01 / Global coverage

Companies, currencies and real-world markets.

Research more than 46,000 listed companies across the Americas, Europe, Asia Pacific, the Middle East and Africa. Follow supported FX pairs, energy, metals, agricultural and other commodity contracts, alongside economic series from 200+ countries and regions.

Company research and price-forecast coverage are shown separately. Coverage varies by listing and data source; bonds, options, crypto and funds do not yet have dedicated research workflows.

Explore global equities ↗ · Explore currencies ↗

02 / Financial depth

All three statements, period by period.

Read the income statement, balance sheet and cash flow side by side: up to 20 fiscal years and 32 quarters where the source publishes them. Switch between annual, quarterly, half-year and trailing-twelve-month reporting and search any line item.

Follow revenue, margins, debt, working capital and cash generation across periods. Exact source amounts sit behind compact values, in each company’s reporting currency. Statement detail stops at the published aggregates.

Inspect company financials ↗

03 / Ratios and multiples

The measures analysts compare.

Margins, returns on equity and capital, growth rates, liquidity and leverage, per-share values and quality scores sit beside the statements they derive from, for every stored period.

Current valuation multiples such as P/E, P/B, P/S and EV/EBITDA and the dividend yield carry the date they were read. The same measures are stored for every company, so two listings on different exchanges compare on equal terms.

Compare company ratios ↗

04 / Consensus estimates

Reported results against expectations.

See each fiscal period’s reported earnings and revenue beside the consensus estimate recorded for it, with the surprise. Forward estimates for the next quarter and fiscal year cover revenue, earnings, cash flow and balance-sheet lines where analysts publish them.

The earnings calendar shows the last and the next release date. Fundamentals are read again after each release, so a new report reaches the statements without a manual refresh.

Check results against consensus ↗

05 / Price history

One price feed for every listing.

Each company opens with a year of daily closes, split-adjusted and quoted in the currency of its exchange, with the open, high, low, close and volume of every session behind the chart.

The price feed and the fundamentals feed are stored separately and carry their own dates. A listing can also join the monthly forecast catalog, where its price history feeds the forecasting models.

Open a company’s prices ↗

06 / Forecasting models

A future path, with a record you can inspect.

Explore monthly price forecasts for supported stocks, FX pairs and commodity contracts, plus economic forecasts at each series’ cadence. Toto powers on-demand series initially; eligible series compare AutoETS, CatBoost, N-HiTS and Timestral. Most core macro forecasts use a TiRex + Toto median; USD/VND uses robust drift.

Model selection uses older test windows; evaluation uses recent held-out windows. Inspect the producer, horizon, error against a no-change baseline and calibrated 50%, 80% and 95% ranges where enough evidence exists. Unevaluated forecasts remain clearly labelled.

Inspect the forecast record ↗

Evidence

The record is part of the forecast.

Available evaluations score forecasts on historical held-out windows against a no-change benchmark. Eligible series compare statistical, machine-learning, neural-network and foundation-model classes. Open each series to see its producer and available evaluation.

Model evidence

From an illustration to a measured record.

The figure above explains uncertainty using simulated data. This record uses the available market forecasts and their historical test outcomes. Open a series to inspect its model, source history and evaluation.

Fig. 1bA saved forecastSaved data

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Scored months
–
Coverage
–
Target
80%
Error vs naive
–
Fig. 1bEach marker tests a forecast made before the outcome was known. The red rings are misses outside its 80% range.
—median error versus the naive forecast (MASE)
—held-out tests won against the naive forecast
—scored series beat the naive forecast
—of outcomes inside the 80% band, on tests left out of its fit

Fig. 2Calibration, out of sample

Each point is the share of outcomes inside a band on tests left out of its fit, averaged over the scored series. A band on the dashed line holds what it says.

Against a no-change forecast. The baseline carries the latest value forward. Lower error is better.

Series / tests wonError vs baselineRange coverage80% target
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How to read these results

Error differences come from the error ratio (MASE): 0.91× means 9% lower error than the no-change baseline. Grades use the rounded ratio: below 0.90× is lower overall, 0.90× to below 1.10× is similar, and 1.10× or above is higher. At least six test windows are required for a grade. These labels are descriptive, not tests of statistical significance.

Tests won counts windows with lower error. Range coverage is the share of outcomes inside the 80% prediction range; its target is 80%, and it measures a different property from forecast accuracy. Every scored lead contract and Vietnam macro series is listed, sorted within each group by error. Select a series to inspect its forecast.

Anatomy of a forecast

How a forecast is built.

Follow one series from its published history to its results on past tests.

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Pricing

Research freely.
Forecast at your scale.

Explore available company research and saved forecasts for free. Review daily allowances and join a paid-plan interest list where checkout is unavailable.

01

Free

$0up to 10 requests a day

Explore company research, market history and available forecasts.

03

Desk

$199a month · up to 500 requests a day

For analysts who follow a larger set of markets.

04

Team

Pilotscope by agreement

Register interest in a pilot for your research team.

Start with a company or market

Follow the numbers.
Build your conviction.

Start with financial statements, compare ratios, check consensus or open a market forecast. Ten forecast requests a day are free.