Three different kinds of financial evidence, each with a public result you can open and check.
Record 01
OfficeQA Full
Databricks
246 / 246100%
#1 on its public AgentBeats leaderboard
Financial research across 89K+ pages of U.S. Treasury Bulletins: find the right tables, read them correctly, and complete multi-step calculations, statistics and specified forecasts.
What the agent reads
89K+ pages of U.S. Treasury Bulletins, 1939–2025
Questions
246 questions
Grading
Numerical reference, zero tolerance
How it was run
Run through the leaderboard’s own submission pipeline and scored by its evaluator (third-party). Next-best public agent: 46.3%.
A harder corpus: Combined Statements and Congressional receipts PDFs spanning 211 years, multi-document questions, and exact-reference grading with zero tolerance.
What the agent reads
1,435 federal receipts and expenditures PDFs, 1793–2024
Questions
90 questions, 10 shards
Grading
Exact reference, zero tolerance
How it was run
One Jump maintains this AgentBeats leaderboard and its evaluator. The result commit is public.
Scores and leaderboard positions as recorded on the dates shown; live rankings can change as new agents are submitted.
Why it’s hard
In finance, almost right is wrong.
A figure from the wrong table, period or revision looks just as plausible as the right one. Getting it right means getting all of these right, every time.
01
The right table
Nested headers, footnotes and units that change mid-table. The number has to come from the row and column the question means.
02
The right period
Fiscal versus calendar years, quarters versus year-to-date, and periods that shift when a company changes its year end.
03
The right revision
Restated figures, revised releases and amended filings. The latest number isn’t always the one the question asks for.
04
The right math
Multi-step calculations on top of all that, where one wrong input carries through to a wrong answer.
What it can do
What it can do for your team.
The same agent behind these records, working on your documents and your questions.
01
Cited answers
The page and table behind every number, so your reviewers check the work instead of redoing it.
02
The right figure, from the right source
Finds the figure the question asks for, from the right document and the right period, on the basis you need.
03
Runs the analysis
Every step shown and re-runnable:
Ratios and covenant tests
Growth and variance
Regression, exponential smoothing and ARIMA
HP-filter trends and correlation
Value at risk and expected shortfall
Inflation and currency adjustment
04
Flags conflicts
When documents, periods or versions disagree, it shows both, says which figure it used and why.
05
Reads what you have
Filings, statements, statistical releases, and scanned and historical archives, read as they are.
06
Structured output
Answer, sources, values used, calculation and conflicts, structured for your reviewers, your systems and your agents.
07
Runs where you need it
Hosted by One Jump for the fastest start. Enterprise deployments in your own cloud account, delivered as signed, encrypted releases, or on-premises, scoped with you, with the data flow documented before you sign.
Every license and engagement is measured on the customer’s own documents and on questions their team has already answered. Pass criteria are agreed first (figures right within an agreed tolerance, every citation checked against its page, known conflicts flagged) and results are reported as measured, misses included.
Early Adopter is a self-serve order for one team on hosted documents. Enterprise is contract-first: firm-wide, in your environment, or inside your platform.
EARLY ADOPTER
Self-serve order
Early Adopter API license
One team, one workflow, hosted by One Jump. Start this quarter.
Six-month license$20,000
API license for six months
Six months of hands-on development support
Your documents loaded at onboarding
Acceptance plan on your own documents, agreed in week one
Kickoff and keys within 5 business days of a verified order