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Side-by-side comparison · Legal, Finance & HR

CoCounsel vs Vic.ai

Everything that matters when choosing between them, in one place: our rating, what each can do, what they cost, and the trade-offs.

CoCounsel

3.8

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Vic.ai

3.8

Free to start

Comparing 2 tools. Add one more if you like.

At a glance

Pick it if: Law firms and legal teams, mostly in the US, that already use Westlaw or Practical Law.

Pick it if: Mid-sized and large finance teams and accounting firms handling a high volume of supplier invoices.

Overview

AttributeCoCounselVic.ai
In one lineThomson Reuters' legal AI for research, drafting and document review, built on Westlaw.Reads, codes and routes supplier invoices for approval, cutting manual accounts payable.
Pricing modelPaidPaid
Starting priceSee websiteSee website
Free plan No No
Works with Claude Code Yes Yes

Rating breakdown

Our scores out of 5. The higher bar in each row is highlighted.

AttributeCoCounselVic.ai
Overall rating3.83.8
Ease of useHow quickly someone non-technical gets value from it.
4.0
4.0
FeaturesHow completely it covers its own job, and how well the pieces fit together.
4.5
4.0
Output qualityHow good the results are before you fix them.
4.0
4.0
Value for moneyWhat you get for the price, including the free plan.
3.0
3.0
Speed & reliabilityHow fast it is and how often it falls over.
3.5
4.0

Feature comparison

A tick means it does this today. A dash means we haven't checked.

AttributeCoCounselVic.ai
Access & platform
Free plan No No
Mobile app– Yes
Desktop app––
Browser extension––
API access Yes Yes
Teams & business
Team workspace Yes Yes
Enterprise plan or SSO Yes Yes
Connects to other apps Yes Yes
Open source or self-hosted No No
AI abilities
Works with your files Yes Yes
Understands images––
Makes images No No
Makes video No No
Writes code––
Runs agents or automations Yes Yes
Learns your brand or style––
Works in many languages––
Capabilities score6/ 177/ 17

Pricing

Plans as listed on each vendor's site when we last checked. Confirm before you buy.

AttributeCoCounselVic.ai
Plans

CoCounsel Essentials

Custom

Firms adding AI to an existing Westlaw or Practical Law plan.

CustomOur pick

Custom

Finance teams processing invoices at volume.

CoCounsel LegalOur pick

Custom

Teams that want the full research, review and drafting set.

Which plan to pickTalk to your Thomson Reuters account manager, since price depends on your Westlaw contract. Ask for a trial on real matters and compare the full CoCounsel Legal tier with the cheaper Essentials bundle before you choose.Price depends on invoice volume and the modules you add. Start with invoice processing and approvals, and add payments or cards only once the core is working.

Key features

AttributeCoCounselVic.ai
Standout features
  • Research with citations
  • Deep research and agent steps
  • Tabular document review
  • Brief and document drafting
  • Works where lawyers work
  • Invoice processing
  • PO matching
  • Approvals
  • VicPay
  • VicAgents

Pros and cons

AttributeCoCounselVic.ai
Pros
  • Research answers grounded in Westlaw with clickable citations
  • Handles large document reviews in a table
  • Works inside Word, Outlook and Teams
  • Backed by a long-standing legal publisher
  • Official MCP connection for Claude
  • Learns your coding instead of relying on fixed templates
  • Covers invoice capture through approval and payment
  • Integrates with the main mid-market ERPs, plus an open API
  • Users say it cuts manual data entry a lot
Cons
  • No public pricing, and costs vary a lot depending on your Westlaw contract
  • Product names and tiers are confusing
  • Built mainly for US law
  • Like every legal AI, its answers and citations still need checking
  • No public pricing, and aimed at mid-market and larger teams
  • Reported false duplicate flags and multi-currency issues
  • Reporting is limited, according to reviewers
  • Support replies can be slow

Who each one is for

AttributeCoCounselVic.ai
Best for
  • Legal research with linked case citations
  • Drafting briefs and memos
  • Reviewing large document sets against set questions
  • Firms already paying for Westlaw
  • High-volume invoice processing
  • Coding invoices to the right accounts automatically
  • PO matching and approval routing
  • Finance teams on NetSuite, Sage, Dynamics or Workday
You'll find it used by
  • Litigators
  • Law firms
  • In-house legal teams
  • Government legal teams
  • Finance teams
  • AP clerks
  • Controllers
  • Accounting firms

Questions people ask

Which is better, CoCounsel or Vic.ai?

They tie on our overall rating (CoCounsel 3.8/5 and Vic.ai 3.8/5). CoCounsel is best for legal research with linked case citations and drafting briefs and memos. Vic.ai is best for high-volume invoice processing and coding invoices to the right accounts automatically.

Which is cheaper, CoCounsel or Vic.ai?

CoCounsel: Pricing isn't published; check the vendor's site for a quote. Vic.ai: Pricing isn't published; check the vendor's site for a quote.

How we compare

Ratings are our own, from using each tool, across ease of use, features, output quality, value for money, speed & reliability.

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