Give your AI the research edge every fund is chasing
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The most accurate & efficient web search for company research
What this measures
This benchmark evaluates Opus 5.5’s accuracy and total cost (web search fees + token consumption) to answer complex questions about companies, litigation, financials, products, and industry news.
Methodology summary
We created a ground truth dataset for 250 questions that require company research by running Fable 5.1 with unlimited resources and manual verification. We then ran Opus 5.5 on high effort six times, each with a different web search provider, and compared the results against ground truth.
What your agent brings back on every company
One run, about two minutes, every claim dated and linked to its source. Or see our developer guide for building financial analysis agents with Nimble
A snapshot with the bull and bear case
Last quarter against guidance, the key catalyst, the key risk, and one fact from a primary source most coverage misses.
A dated catalyst calendar
Earnings, rulings, investor days, lock-ups, index changes and policy deadlines over the next six months, soonest first.
Event-driven setups
M&A, activist stakes, spin-offs, strategic reviews and buybacks, each with its current status.
Alternative signals and insider moves
Hiring from job posts, pricing changes, contract awards and trade press, plus Form 4 trades, 13F and 13D moves.
Credit early warnings
Maturities, rating actions, covenants, liquidity and restructuring signs, or a plain call that the balance sheet looks clean.
How Nimble finds what other funds miss
Get the precise data you asked for
Self-learning research agents optimize search & retrieval for specific tasks.
Access web data others can’t
Nimble doesn’t just retrieve search results, it browses sites to go deeper.
Retrieve data you can trust
Web search governance and confidence scoring to flag weak evidence.
Ready to run it on your coverage list? Talk to our team and we'll get you started in no time
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Higher rate limits
Run your whole coverage universe on a schedule, from your agent or your own stack.
Zero data retention
Your names and your queries are not kept after the run.
Governance and control
Pick the sources per strategy, keep forums and aggregators in or out, and audit every claim back to its page.
