Competitor Comparison · Updated April 18, 2026

MedLegal AI vs CoCounsel

CoCounsel (Thomson Reuters) is a horizontal legal-AI assistant — research, document review, drafting. MedLegal AI is a plaintiff-specialized evidence suite. Different jobs, different shoppers.

By John Mahoney · 6-minute read · Last updated April 18, 2026

TL;DR

Feature comparison

DimensionCoCounselMedLegal AI
Primary purposeHorizontal legal AI (research, drafting, review)Plaintiff evidence analysis (charts, depos, experts)
Pricing~$400–$600 / attorney / month, usually + Westlaw$49–$499 / firm / month flat
Legal researchWestlaw-integrated, deepNot offered — keep Westlaw if you need it
Medical chart analysis depthGeneric document reviewBraden ↔ MDS cross-checks, F-Tag 686/689 flagging, medication anomaly detection
Live deposition analysisNot offeredCourtroom AI — real-time impeachment flagging during the depo
Expert-opinion draftingGeneric draftingExpert Opinion Draft tuned to 7 plaintiff practice areas
Opposing filing responseGeneric draftingOpposing Filing Generator with plaintiff-specific patterns
Practice-area specializationHorizontal7 plaintiff areas: NH, med-mal, PI, birth injury, wrongful death, product liability, workers' comp
Firm size fitAmLaw-50 through 200 (enterprise procurement)3–50 attorney plaintiff firms
Trial / onboardingEnterprise procurement, ~60 days14-day trial, no card, analyze a chart in 20 min
Data sourceWestlaw + Practical Law corpusYour uploaded records (HIPAA BAA-compliant)

When CoCounsel is the right choice

When MedLegal AI is the right choice

Running both

Many firms that can afford CoCounsel also run MedLegal AI. The two don't overlap. CoCounsel handles research and horizontal drafting; MedLegal AI handles the specialized plaintiff-evidence work. We don't try to compete on legal research — we're built for the parts of a case CoCounsel isn't.

Our honest take: CoCounsel is a great general-purpose legal AI for firms already deep in the Thomson Reuters stack. For plaintiff firms where medical-record analysis and depo work are where cases are actually won, MedLegal AI's specialized tools go deeper than horizontal AI can — because that specialization is all we're built to do.

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Frequently asked questions

How much does CoCounsel cost vs MedLegal AI?

CoCounsel starts at $225/mo per user as part of the Westlaw + CoCounsel bundle from Thomson Reuters (annual contracts only). MedLegal AI starts at $49/mo with no contract. For a solo plaintiff attorney, MedLegal AI is roughly 4.5x cheaper at the entry tier. CoCounsel includes Westlaw research access; MedLegal AI uses CourtListener (free public-domain federal case law) and PubMed for medical literature instead — adequate for plaintiff med-mal but not a full Westlaw substitute.

Is CoCounsel better than MedLegal AI for med-mal cases?

Different strengths. CoCounsel is broader (legal research, contract review, litigation support across all practice areas) and has Westlaw integration that MedLegal AI doesn't. MedLegal AI is deeper on med-mal specifically — Daubert analysis tied to PubMed citations, expert-witness research, live deposition transcription via Courtroom AI, settlement evaluation tuned to med-mal damages. For a 50-attorney general-practice firm, CoCounsel is the right fit. For a sub-5-attorney plaintiff med-mal firm, MedLegal AI's specialty depth wins.

Why did Casetext become CoCounsel?

Thomson Reuters acquired Casetext for $650M in 2023 and rebranded its consumer-facing AI as CoCounsel in 2024. The standalone Casetext product was retired in April 2025 — existing accounts were migrated to Westlaw + CoCounsel bundles starting at $225/mo (4x the old Casetext pricing). For plaintiff attorneys priced out by the bundle, MedLegal AI became a popular alternative at $49/mo for the analytical layer.

Can I use MedLegal AI alongside CoCounsel?

Yes — and many large plaintiff firms do. CoCounsel handles general legal research and Westlaw-backed citation; MedLegal AI handles the med-mal specialty work (Daubert, PubMed lit review, expert research). Combined cost is around $274/mo vs. $349/mo for Supio's entry tier alone. For multi-practice firms, this stack often makes more sense than either tool alone.

Does MedLegal AI have a free trial?

Yes — 14 days, full access to all 23 tools, no credit card required. CoCounsel typically requires a sales call and demo before access; MedLegal AI is self-serve from medicalai.law/register. The /free-daubert lead magnet also lets attorneys run a single Daubert analysis without an account at all.