The Numbers Behind the Noise: Litigation Analytics Demystified

As a law librarian or legal researcher, you've almost certainly heard this question — or asked it yourself – which litigation analytics resource should I use? With more litigation intelligence available than ever before, the challenge isn't access. It's knowing which tool is built to answer which question.

Here's the thing: litigation analytics platforms are often lumped together as though they're interchangeable. They're not. Each resource is built on different underlying data, uses different methodologies, and is designed to answer different research questions at different stages of the litigation workflow.

Pick the wrong tool and you'll spend time pulling insights that don't quite match what the attorney actually needs. Pick the right one and you deliver targeted, actionable intelligence — the kind that supports real litigation strategy, not just data collection.

So how do you decide? Start by diagnosing the attorney's question.

A Practical Framework: Match the Tool to the Question

At AALL we walked through a scenario most of us have lived: a litigation partner calls about a case involving an important client and rattles off a series of requests — asks you about the judge, the venue, how similar cases have played out, and the client’s broader litigation history.

It sounds like one research request. It's actually four — and each one is best answered by a different analytics resource.

Context — Judicial Reasoning and Language Patterns (The WHO)

The attorney's first question is often: How does this judge think?

Not just how often the judge grants motions — but what arguments have been persuasive, what authorities the judge relies on, and how the judge explains decisions.

Context is built for exactly this kind of analysis. It mines the written language from millions of case law documents, court opinions, and motions to surface patterns in judicial reasoning. For our client scenario, that means:

• Searching a specific judge
• Reviewing motion analytics to see grant and deny rates across more than 100 motion outcome categories
• Scanning decision language that could help (or hurt) a particular motion strategy
• Examining citation patterns to understand which authorities the judge relies on most, including how often the judge cites their own prior opinions

The bottom line: Context helps you move beyond statistics to understanding why the judge decides the way they do. That's invaluable when the attorney is drafting a brief or preparing a motion.

Lexis+ Litigation Analytics — Venue Trends and Strategic Overview (The WHERE)

Next, the attorney wants to understand the venue. How long do similar cases typically take in a specific jurisdiction? What kinds of cases are filed there? What damages are typically awarded?

Lexis+ Litigation Analytics provides that strategic overview quickly. It delivers insights into judicial, court, law firm, and attorney behaviors and trends to support developing the most successful litigation strategies. Think of Lexis+ Litigation Analytics as your executive dashboard. It quickly shows the key metrics, trends, and patterns so you can orient yourself to a judge, court, attorney, or venue.

For this scenario, Lexis+ Litigation Analytics answers the where questions: venue-level timelines, case-type breakdowns, and damages context.

Lex Machina — Detailed Case Outcomes and Damages (The WHAT)

Now the attorney wants to know: How have similar cases actually ended?

This is where Lex Machina comes in. Lex Machina mines federal and state court docket data to reveal specific findings, awarded damages, case resolutions, involved parties, timelines, and motion outcomes. Think of Lex Machina as the diagnostic report. It lets you drill into the underlying litigation data to understand exactly what happened, why it happened, and how similar cases played out.

For the client example, Lex Machina lets you:

• Analyze the client’s litigation activity at the case level
• Drill into firms, attorneys, and motion metrics
• Review specific damages awarded in comparable cases

CourtLink Strategic Profiles — Broader Litigation Footprint and History (The WHY)

Finally, the attorney mentions a meeting with client’s General Counsel and wants the bigger picture: client's overall litigation history across case types, jurisdictions, and firms.

CourtLink Strategic Profiles pulls from LexisNexis' extensive docket coverage to build analytic profiles for litigants, judges, attorneys, and law firms. For this research scenario, that means generating a litigant profile that shows:

• The types of matters the client typically litigates (nature of suit)
• Where those matters are filed (jurisdictions)
• Who typically represents the client (law firms)
• How the client’s litigation activity has changed over time (trends)
• Direct links to underlying dockets for any matter of interest

This resource answers the broader why questions — not about one lawsuit, but about an entire litigation footprint.

See It at a Glance

For a quick visual reference mapping each resource to its workflow stage and research question, see the accompanying infographic. It's designed to be a handy reference the next time you get one tackle one of these questions.

Diagnose Before You Dive In

The single most important takeaway from this framework is simple: pause before you pick a platform.

Ask yourself — What is the attorney really trying to understand?

• Are they trying to understand the reasoning behind a decision? → Context
• The broader litigation landscape? → Lexis+ Litigation Analytics
• The outcomes of similar cases? → Lex Machina
• A party's litigation history and activity? → CourtLink Strategic Profiles

Once you diagnose the question, the right resource — and the right research strategy — becomes much clearer.

Litigation analytics isn't a single tool. It's an ecosystem of complementary resources, and understanding the differences is how we move from simply collecting data to delivering meaningful litigation intelligence. That's where law librarians and legal researchers add tremendous value.

If you have any questions or want to dig deeper into this topic please reach out to your Knowledge & Research Consultant.