Benchmark
Analysts and enthusiasts testing us on names they already follow
Free
- Companies
- 500+ (S&P 500)
- History
- 1993 → today
- AI agent runs
- 10 / month
SEC financial data for analysts and AI agents
Company financials, exactly as they were filed.
120.5M+ facts from 19,000+ US companies' SEC filings since 1993, standardized, timestamped and linked to the source. Backtest without look-ahead. Give your AI agent numbers it can't make up.
A real value from the dataset, with its source.
Apple Inc.FY2025 · period ended 2025-09-27
Total revenue, as reported
$416.16B
fact_id97960097…b0a5247b
conceptstandardized asTotalRevenue
✓ fact lineage verifiedCheck it yourself →
- Point-in-time
- A query dated in the past sees only what had been filed by then.
- Delisted companies kept
- Bankrupt and acquired companies stay in on Pro and Institutional.
- Traceable
- Each value carries a fact_id that opens its source filing.
Four ways in
One dataset. Wherever you work.
One account opens all four.
Python SDK
Quants and researchers
Fundamentals in a pandas DataFrame, ready to backtest in your notebook.
pip install valuein-sdk
Open the SDK guideData API
Developers and data teams
The whole dataset as Parquet over HTTPS, straight into your warehouse.
data.valuein.biz
Read the API docsMCP Server
Anyone with an AI assistant
Claude, ChatGPT or Cursor answer with figures that link to their filing.
mcp.valuein.biz/mcp
Connect your assistantResearch Agent
Analysts and PMs
Ask a question. Get a sourced draft report that you review and approve.
AskReviewApprove
Try the Research Agent
The method
Tools return the numbers, with receipts.
Sourced, reproducible, one click from the filing.
01 · Sourced
A tool returns the number.
META · op_income · FY2024
$69,380,000,000
fact_id 9f3c1b7e…as reported
02 · Reproducible
Same inputs, same figures.
run · Mon 09:12 UTC$187.42
run · Fri 17:41 UTC$187.42
outputs identical
03 · Auditable
One click to the filing.
The proof
The past, as it was known.
First-reported figures stay put. Later restatements are kept apart.
10-Q Q2 2020
accepted 2020-07-30
10-K FY2020
accepted 2021-02-24
as originally reported
- as_of · 2021-06-30
The query stops here. Filings below were accepted later.
10-K/A FY2020
accepted 2021-11-09
restatement, filed later
10-Q Q3 2021
accepted 2021-12-03
as_of · 2021-06-30
10-Q Q2 2020
2020-07-30
10-K FY2020
2021-02-24
as originally reported
10-K/A FY2020
2021-11-09
restatement, filed later
10-Q Q3 2021
2021-12-03
Filed by the query dateFiled later, not visibleThe 10-K/A restatement is invisible to this query. No look-ahead.
As reported vs restatedFY2020, $M. A point-in-time query returns the figure as it was first reported.
| Metric | as reported | restated |
|---|---|---|
| Revenue | 10,388 | 10,388 |
| Operating income | 2,114 | 1,902 |
| Net income | 1,640 | 1,431 |
| Diluted EPS | 3.05 | 2.66 |
verify_fact_lineage() → both versions retained · each keyed to its filing
Pricing
Start free. Upgrade for the whole market.
Pro
Individual analysts, quants and developers
$49/ seat / month
- Companies
- 19,000+ (incl. delisted)
- History
- 15 years (2011 → today)
- AI agent runs
- 150 / month
Institutional
Analysts at funds, RIAs and fintech platforms
$499/ seat / month
- Companies
- 19,000+ + foreign issuers
- History
- 1993 → today
- AI agent runs
- 1,500 / month
Compare all plans
EnterpriseFirms needing dedicated infrastructure or a Commercial licence. Contact Sales