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“GPT-6 Astra didn't find the right case, but it didn't hallucinate any either. Anthropic models were better at finding the right case.”

On r/legaltech · Sep 23, 2026
Unverified voice about Claude

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Said in “Citation /Quote Hallucination Model Benchmark - And how often it finds the "right" case.”

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r/legaltech
CoCounsel
“About 99.5% of the time, the citations are absolutely perfect, which is better than the rate of human error.”

in “Citation /Quote Hallucination Model Benchmark - And how often it finds the "right" case.” · 3 voices

ValuesAccuracyUnverified voice
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2 more voices in this thread
  • r/legaltech · Sep 23, 2026ValuesA multi-stage citation validation process, with CoCounsel as the costly final check, catches miscites in opposing briefs and strengthens their own filings, and they see no need for Harvey. (summary, not a quote)open
  • r/legaltech · Sep 23, 2026ClaudeValues“GPT-6 Astra didn't find the right case, but it didn't hallucinate any either. Anthropic models were better at finding the right case.”open
Hacker News
Claude
“As a lawyer, Claude 4 is the best writer, and usually, but not always, the leader in legal reasoning.”

in “Gemini-2.5-pro-preview-06-05”

ValuesDraftingSelf-described lawyer
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r/legaltech
Claude
“After test driving Harvey, the Lexus AI product, Chat, and Claude, we ended up going with a Claude team plan and keeping our Westlaw classic subscription (pretty cheap for our small law firm).”
ValuesBuying decisionSays: works at a law firm
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23 more voices in this thread
  • r/legaltech · Jul 24, 2026ClaudeNeutral“Zero Data Retention (ZDR) is Enterprise-only, not available on Team.”open
  • r/legaltech · Jul 23, 2026ClaudeCriticizes“If you're using Fable, your data is being retained for 30 days for abuse monitoring.”open
  • r/legaltech · Jul 14, 2026ClaudeNeutralShares a session closeout log template used with Claude to record files accessed, deletion of temporary files and confirmation that no external tools were used on privileged matters. (summary, not a quote)open
  • r/legaltech · Jul 14, 2026ClaudeNeutral“Yeah, we require turning Claude memory off to prevent cross-matter contamination.”open
  • r/legaltech · Jul 13, 2026ClaudeValues“We are using Claude Team and very happy with it.”open
  • r/legaltech · Jul 13, 2026ClaudeCriticizes“Done start your legal research with Claude. You'll get hallucinations and if even one ends up in the brief you file then you're in hot water.”open
  • r/legaltech · Jul 13, 2026ClaudeMixed“I would agree with sentiments, teams is a step up but Enterprise is where it’s proper enterprise grade.”open
  • r/legaltech · Jul 12, 2026ClaudeNeutral“Team and Enterprise run under Anthropic's Commercial Terms, no training by default.”open
  • r/legaltech · Jul 12, 2026PerplexityNeutral“Perplexity Enterprise Pro is $40 a seat, includes tokens, and is enterprise level with ZDR, audit trail, etc.”open
  • r/legaltech · Jul 12, 2026CoCounselMixed“The first version was sub par to be perfectly honest but early feedback of their new version is very positive.”open
  • r/legaltech · Jul 12, 2026ClaudeNeutral“Claude Team doesn't train on your data, but client info is still being transmitted to Anthropic's servers, you're relying on their security, not your own.”open
  • r/legaltech · Jul 11, 2026CoCounselValues“Just get CoCounsel. You’re over thinking trying to mix and match to save a few bucks.”open
  • r/legaltech · Jul 11, 2026ClaudeMixed“Bottom line: the Team plan is a big step up from the wild-west alternative, but I'd treat the ZDR/Enterprise terms as the actual privilege boundary, not the Team UI setting.”open
  • r/legaltech · Jul 11, 2026ChatGPTCriticizes“From the compliance side, it's a headache. It was too much of a footgun with a ZDR + new model = non-compliant.”open
  • r/legaltech · Jul 11, 2026CoCounselNeutral“We are using Eve and CoCounsel with Westlaw to avoid that right now while I build out some automation with Claude but my goal is to do essentially what you're doing and tie Claude to CoCounsel to be able to do everything in one place.”open
  • r/legaltech · Jul 11, 2026ClaudeValues“When you crank it up to opus level extra it actually does this very well.”open
  • r/legaltech · Jul 11, 2026PerplexityValues“I would use Perplexity Enterprise Pro- only $40 a seat and get the benefits of Claude Opus 8 and ChatGPT with a ZDR, audit trail, etc.”open
  • r/legaltech · Jul 11, 2026ClaudeCriticizes“Ultimately, they are warning that if you use any other tier (at this moment) that doesn't include ZDR or is a tenant solution that includes such, then your confidential information can be read by their employees in that 30-day hold.”open
  • r/legaltech · Jul 11, 2026ClaudeCriticizes“Anthropic states that you don't have confidentiality unless you use ZDR or a tenant solution that provides for confidentiality.”open
  • r/legaltech · Jul 11, 2026ClaudeValues“It shines in analyzing long AIA construction docs and summarizing them or editing them within co-work.”open
  • r/legaltech · Jul 11, 2026ClaudeMixed“I allow claude access to my emails for admin support and select documents I feed it to prepare stuff I want it to prepare, then I finish up the work myself since its not able to prepare final work product to my liking anyway.”open
  • r/legaltech · Jul 11, 2026ClaudeCriticizes“Claude Teams provides no facility for you to do an ediscovery of your firm’s usage of Claude.”open
  • r/legaltech · Jul 11, 2026ClaudeNeutral“If you have to do any sort of discovery or production of prompts and/or responses in Claude, Team won’t allow you to do so.”open