Hacker News
“Considering Opus 5.5 only gets a 4% on the test compared to Gemini’s 20%, that’s actually pretty incredible.”
in “Gemini 4 Argon” · 2 voices
ValuesAccuracyUnverified voice
What lawyers say about Gemini
Last signal: Oct 13, 2026, a voice. newest voice Oct 13, 2026; newest release on record Jun 17, 2025; no official statement read. No vendor price is published here.
Net
+28
Voices
134
Confidence
Medium
Rank
No. 5 of 14
90% band +15 to +39
- Trendno clear move (−41 pts, 90 days)
- Most valuedAccuracy 29 voices
- Top complaintHallucination 27 voices
What the record says · AI Vortex
The most named complaint is hallucination (27 of 134 voices); the most valued thing is accuracy (29). The whole band sits above zero: more lawyers on record like it than dislike it. 19 voices come from Hacker News, 100 from Reddit and 15 from Bluesky, Mastodon, Lemmy and Stack Exchange.
What they’re saying · verbatim, newest first
Hacker News
“The ~200% improvement over the next nearest competitor on Harvey's Legal Benchmark is astounding.”
in “Gemini 4 Argon” · 2 voices
ValuesAccuracyUnverified voice
Bl
Bluesky · bsky.app
“I didn't hear a correction on the part on hallucinations; it seems to me you have to almost go out of your way as an attorney and like purposefully use a year old version of free Gemini or something..”
ValuesGeneral useSelf-described attorney
r/legaltech
“G-cloud vertex ai. Their Gemini model is okay.”
in “Most Law Firms Should Use a Frontier LLM (e.g., Claude) through AWS Bedrock” · 18 voices
NeutralGeneral useUnverified voice
17 more voices in this thread
- r/legaltech · Oct 8, 2026ClaudeValues
“I actually set this up, it works as advertised. Cost is a wash, you can set it up in a day w/ AWS provided scripts and you own 100% of all data.”
open - r/legaltech · Sep 26, 2026CriticizesFinds AWS Bedrock one of the hardest and most expensive providers to work with, citing confusing endpoints, difficult access to newer models and a support assistant that gave wrong answers, and warns that cheap AI packages are subsidized by training on user data. (summary, not a quote)open
- r/legaltech · Sep 24, 2026CriticizesPrivacy settings at Anthropic and OpenAI are only software toggles, so a Bedrock deployment with contractual no-retention terms is preferable. (summary, not a quote)open
- r/legaltech · Sep 21, 2026NeutralSuggests running models through a cloud provider such as AWS because it gives access to several model families, while Anthropic's enterprise plan covers only Anthropic models. (summary, not a quote)open
- r/legaltech · Sep 21, 2026ClaudeNeutral
“Claude Platform allow using API or UI and you have ZDR.”
open - r/legaltech · Sep 21, 2026NeutralExplains that models hosted in the cloud provider's data center can have inputs and outputs wiped after processing. (summary, not a quote)open
- r/legaltech · Sep 20, 2026
ChatGPTValues“Each time I read one of these threads I’m hoping someone will identify the distinction, but nobody ever does.”
open - r/legaltech · Sep 20, 2026ClaudeCriticizes
“The AI provider does have the right and ability to review your non zdr data under certain conditions.”
open - r/legaltech · Sep 20, 2026CriticizesStorage in the cloud is not the issue; the concern is whether AI providers can use client content for their own model development. (summary, not a quote)open
- r/legaltech · Sep 20, 2026ClaudeNeutral
“Claude Teams does not offer ZDR https://code.claude.com/docs/en/zero-data-retention”
open - r/legaltech · Sep 20, 2026ClaudeNeutral
“Well yeah that’s why we use Claude Team. We could pay Enterprise but it would roughly 10x our AI spend”
open - r/legaltech · Sep 20, 2026ClaudeValues
“That’s precisely why I’m comfortable with Claude Team and not Enterprise. Too expensive for marginal security improvements.”
open - r/legaltech · Sep 20, 2026ClaudeCriticizes
“You’ve given a third party access to client confidential information - and it’s potentially subject to subpoena or legal hold.”
open - r/legaltech · Sep 20, 2026ChatGPTNeutral
“Standard licensing on business version still has 30 day retention and OpenAI can technically - and does on occasion - review your data (they are liking for illegal stuff like content related to cp or violent activity).”
open - r/legaltech · Sep 20, 2026ClaudeValues
“I am aware of literally dozens (conservative number) of firms using Claude Team as their AI of choice.”
open - r/legaltech · Sep 20, 2026ClaudeMixed
“Claude is easy, but Opus and Fable specifically are a little more difficult and required some additional requirements and approvals to data retention policies (going against OP's claim that you have full control over it).”
open - r/legaltech · Sep 20, 2026ClaudeValues
“Either Claude Enterprise or Claude Team directly have exactly the same relevant protections.”
open
r/legaltech
“Will be interesting to see how their model performs, we are finding real world ambiguity with Gemini pro 2.5.”
in “Harvey Launches Its First In-House Legal Model — Built on Moonshot’s Kimi K3, Not GPT or Claude”
CriticizesAccuracyUnverified voice
r/legaltech
“I’ve found every Gemini model in chat , even 3.1 Pro, to be absolutely shockingly awful with hallucinations.”
in “Are you seeing much AI at work?” · 10 voices
CriticizesHallucinationUnverified voice
9 more voices in this thread
- r/legaltech · Aug 15, 2026ValuesLegal AI products are expensive, but cross-checking general models such as Gemini and Claude against each other worked well for the author's bankruptcy analysis. (summary, not a quote)open
- r/legaltech · Aug 9, 2026ValuesHaving trained legal AI models, the author says they have improved from poor to better than the author in unfamiliar practice areas, though they cannot make court appearances. (summary, not a quote)open
- r/legaltech · Aug 8, 2026ClaudeMixed
“It's definitely a major time savior thiguh it has its significant costs.”
open - r/legaltech · Aug 8, 2026ClaudeValues
“Over the course of an hour or two of iterations back and forth it spit out a very solid letter.”
open - r/legaltech · Aug 8, 2026ClaudeValues
“Claude has saved me so much time and has done such a good work.”
open - r/legaltech · Aug 8, 2026ValuesAI makes big-law M&A work more efficient but juniors outsource their critical thinking, and it is not yet reducing the need for junior lawyers. (summary, not a quote)open
- r/legaltech · Aug 8, 2026ClaudeValues
“I use Claude Fable/Opus on extra effort all day. It’s made me much more efficient.”
open - r/legaltech · Aug 8, 2026ClaudeValues
“Everything we’d want a junior/intern to do, LLMs do much better, quicker, and at a fraction of the cost.”
open - r/legaltech · Aug 8, 2026ChatGPTMixed
“Using free tier AI apps like ChatGPT risk data being used for training and provide a good baseline for summaries or finding stuff in large documents.”
open
r/legaltech
“Earlier this year I popped an opposing counsel's ass who filed a document that had 10 case hallucinations out of forty total citations.”
in “Unpopular opinion: most Legal AI tools are not worth paying for.” · 21 voices
CriticizesHallucinationUnverified voice
20 more voices in this thread
- r/legaltech · Sep 1, 2026ClaudeValues
“Vlaude is great and we started redesigning our workflows around it a year ago, but there are still numerous handoff and setup points that can be solved with automation.”
open - r/legaltech · Aug 25, 2026ClaudeMixedClaude, Gemini and ChatGPT in legal ops are unreliable in practice, with failing scripts, broken connectors, and credit limits, so much work still has to be done manually. (summary, not a quote)open
- r/legaltech · Aug 18, 2026ClaudeValues
“Agreed; not worth paying for Legora/Harvey when you can just use more advanced LLMs like Claude & then use MCP Plug-ins like Courtlistener, Courtroom Insight, Ironclad, etc.”
open - r/legaltech · Aug 14, 2026CriticizesMany legal AI products are just ChatGPT wrappers with a markup, and only tools that fit existing workflow save time. (summary, not a quote)open
- r/legaltech · Aug 14, 2026ClaudeValues
“I don’t prompt anymore - I basically just grunt a few sentences and Claude will kind of read my mind after months and months of context accumulation.”
open - r/legaltech · Aug 14, 2026ClaudeValues
“Everything you mentioned can be done in Claude now.”
open - r/legaltech · Aug 14, 2026ClaudeValues
“The verified work product I receive back beats any associate and most partners in our 100+ attorney firm.”
open - r/legaltech · Aug 13, 2026ChatGPTValues
“For a large part of everyday legal work, I think there is a simpler alternative: Use the right models of ChatGPT, Claude or Grok, with web search, strong skills / plugins, and the right prompts.”
open - r/legaltech · Aug 13, 2026ValuesA closed, secure review platform is useful for a defense firm, but cost and attorney training are obstacles, and using public ChatGPT or Copilot is a concern. (summary, not a quote)open
- r/legaltech · Aug 13, 2026
LegoraValues“You're not - Harvey, Legora, etc. are all great tools and they make super effective results attainable for lawyers of varying levels of tech-comfort with minimal effort.”
open - r/legaltech · Aug 13, 2026
Criticizes“Just the other day, was told that Spellbook they're being priced 8k a year for each seat when it's just a small department, thats 24k for 3 seats just to see if its going to be a nice fit for them.”
open - r/legaltech · Aug 13, 2026ValuesThe author is happy with GC AI and its US caselaw add-on, finding it excellent with contracts and reasonably good for research, compared with Claude and ChatGPT. (summary, not a quote)open
- r/legaltech · Aug 13, 2026CriticizesThe author finds legal AI tools middling and expensive, not clearly doing more than regular ChatGPT or Claude. (summary, not a quote)open
- r/legaltech · Aug 13, 2026CriticizesThe author says legal AI wrappers, including Harvey, rely on underlying models like Claude or ChatGPT, and the wrapper does not fundamentally change the output. (summary, not a quote)open
- r/legaltech · Aug 13, 2026ClaudeValues
“Claude with MCP to Court Listener (free) or Descrybe ($25/mo) or even CoCounsel ($$$ in Westlaw sub) is just as good as Harvey or better in my experience.”
open - r/legaltech · Aug 13, 2026ValuesThe author prefers legal-specific platforms for their caselaw access, fewer hallucinations, more accurate citations and document management integration, and doubts general models offer cost savings. (summary, not a quote)open
- r/legaltech · Aug 13, 2026ClaudeValues
“You can do the same with the off the shelf AI models, if you use Claude CoWork, for example (they can connect with a shared Dropbox that has all your playbooks, drafting guidelines, etc. )”
open - r/legaltech · Aug 13, 2026ClaudeCriticizes
“It depends: if you sent client info to Claude or GPT, any of the frontier models really, there are issues with privilege and the platform essentially taking the client’s (or your) data.”
open - r/legaltech · Aug 13, 2026ChatGPTValues
“My firm uses ChatGPT Enterprise and it's absolutely fantastic.”
open - r/legaltech · Aug 13, 2026MixedThe author uses GC AI daily and likes it, and finds Claude's legal reasoning weak unless given a lot of context, which takes significant work. (summary, not a quote)open
r/LawFirm
“I thought what I had was great and decently customized for what I was trying to do.”
in “Anyone else using/building their own custom CRM/case management system?” · 4 voices
MixedIntegrationUnverified voice
3 more voices in this thread
- r/LawFirm · Aug 3, 2026ValuesMost apps sold to law firms can be built with AI coding tools easily and cheaply, as shown by the author's own document signing tool feeding a case management app. (summary, not a quote)open
- r/LawFirm · Aug 3, 2026ClaudeValues
“Yay! A kindred spirit! In reality, I think I’m just addicted to Claude.”
open - r/LawFirm · Aug 3, 2026ClaudeValues
“I'm not in the "generative AI is trash for generating law firm docs" camp.”
open
r/LawFirm
“Fine for a partner answering 20 emails a day. Not fine if your inbox is the bottleneck on everything else.”
in “I've Used Most of the Popular AI Email Tools for Lawyers... Here's What They Actually Do.”
MixedEase of useUnverified voice
Hacker News
“NotebookLM was considered slightly better than 2.5 Pro by the evaluators.”
in “AI outperforms law professors in Stanford Law study” · 9 voices
NeutralLegal researchUnverified voice
8 more voices in this thread
- Hacker News · Jun 3, 2026Lexis+ AIMixed
“It didn't feel drastically different from using ChatGPT with the ability to search the web [...]”
open - Hacker News · Jun 3, 2026CriticizesLLM-drafted motions look good and usually pass unnoticed but are ethically dubious and hard for a human to catch, and reviewers grow lazier as the models improve. (summary, not a quote)open
- Hacker News · Jun 3, 2026MixedAI often outperforms knowledge workers, but only with the right questions and correction, and unchecked errors could be catastrophic in high-risk fields like legal work. (summary, not a quote)open
- Hacker News · Jun 3, 2026Lexis+ AIValues
“This is where AI offerings from Thomson or Lexis could shine, especially in jurisdictions where case law is not freely available online.”
open - Hacker News · Jun 3, 2026MixedAI chatbots can save some work, but their knowledge cutoff means they miss recent case law, so professionals relying on them risk personal liability and may have to redo the work. (summary, not a quote)open
- Hacker News · Jun 3, 2026ChatGPTMixed
“They are unbelievable at finding niche cases you would never have found on your own.”
open - Hacker News · Jun 3, 2026NeutralUses a coding agent to do initial legal research and drafting, pulls the full text of cited laws, then has Gemini look for issues and criticize the draft. (summary, not a quote)open
- Hacker News · Jun 3, 2026GeminiCriticizesAsked Gemini about personal conflicts; found it too conservative and shallow, so handles serious matters himself, using AI only for templated text. (summary, not a quote)open
Every voice on record, one line each
One-line summaries are written by our classifier, not quotes. Follow “open” for the original.
| Date | Source | Stance | Task | Summary | |
|---|---|---|---|---|---|
| Oct 13, 2026 | Hacker News | Values | Other | Finds it impressive that a legal-specific model scores 20% on a legal benchmark versus 4% for a general-purpose model. | open |
| Sep 30, 2026 | Hacker News | Values | General use | The author is impressed that Gemini scores about 200% better than the next closest competitor on a legal benchmark and expects it to disrupt legal tech companies. | open |
| Sep 28, 2026 | Hacker News | Criticizes | Legal research | People rely on Gemini answers about firearm law as if they were authoritative, but it fabricates and misreads forum content, which puts them at serious legal risk. | open |
| Sep 23, 2026 | Bluesky · bsky.app | Values | General use | The author believes attorneys would have to go out of their way, such as using an outdated free Gemini version, to still encounter hallucinations. | open |
| Sep 22, 2026 | r/legaltech | Neutral | General use | Says law firms usually use Google Vertex AI and that Gemini is okay, but warns that a frontier model can override zero data retention, so logging should always be enabled. | open |
| Aug 24, 2026 | r/legaltech | Criticizes | General use | While building a small in-house legal model, the author found real-world ambiguity in Gemini Pro 2.5 results. | open |
| Aug 17, 2026 | r/legaltech | Criticizes | General use | Gemini's chat app hallucinates badly even in its latest models, and Anthropic's legal plugins are of little use for England and Wales tribunals. | open |
| Aug 13, 2026 | r/legaltech | Criticizes | Legal research | The author reports opposing counsel filed a brief with 10 hallucinated cases out of 40 after using free Gemini, leading to a sanctions hearing. | open |
| Aug 3, 2026 | r/LawFirm | Mixed | Other | Google AI Studio produced a decently customized case management setup for a law practice, but the author could not build automations or connect the Adobe API for engagement letters, and wonders whether Claude would be better. | open |
| Jul 21, 2026 | Hacker News | Neutral | General use | The author reports that their clients in insurance, banking, consulting and legal widely use and have adopted Gemini and NotebookLM. | open |
| Jul 16, 2026 | r/legaltech | Values | General use | Recommends cloud models under an enterprise agreement, with a BAA, over buying local hardware, and reports a five-person team using Gemini on Vertex for under $75 a month. | open |
| Jun 25, 2026 | r/legaltech | Values | General use | The author uses local and commercial models and recommends Gemini on Vertex under a privacy agreement as faster, cheaper and as good as local hardware. | open |
| Jun 6, 2026 | r/LawFirm | Mixed | Drafting | Gmail Gemini and Outlook Copilot draft replies when asked, fine for moderate volume but no awareness of which threads need attention. | open |
| Jun 3, 2026 | Hacker News | Criticizes | General use | Asked Gemini about personal conflicts; found it too conservative and shallow, so handles serious matters himself, using AI only for templated text. | open |
| Jun 3, 2026 | Hacker News | Neutral | Legal research | Reports that evaluators in a law study rated NotebookLM with added legal sources slightly better than Gemini 2.5 Pro without outside resources. | open |
| Jun 1, 2026 | r/legaltech | Values | Legal research | A Gemini-based legal AI grounded in official government documents handled a complex RICO case accurately with verifiable citations and without hallucinating. | open |
| Jun 1, 2026 | r/legaltech | Values | Legal research | Grounding Gemini in official government documents with a custom prompt yielded correct, cited analysis of a complex RICO case without hallucination. | open |
| Jun 1, 2026 | r/legaltech | Values | Legal research | A hierarchically structured RAG on Gemini, anchored to a legal dictionary and run at very low temperature, eliminates hallucinations in statutory analysis. | open |
| Jun 1, 2026 | r/legaltech | Criticizes | Legal research | Gemini Deep Research focuses on statutes and cases interpreting them and tends to ignore common law claims and relevant state-law issues. | open |
| May 27, 2026 | r/paralegal | Values | Other | Gemini correctly explained the litigation term FROGs as Form Interrogatories and gave sensible next steps. | open |
| May 25, 2026 | Bluesky · bsky.app | Values | General use | Finds Google's AI the closest thing to a lawyer, but notes paid AI tools limit free use and then ask for payment. | open |
| May 13, 2026 | Bluesky · bsky.app | Criticizes | Citation checking | The author points out that Gemini cited an unspecified case and gave false facts about a Florida Attorney General's death in Gideon v. Wainwright, showing unreliable legal citations. | open |
| May 11, 2026 | Hacker News | Values | Legal research | Gemini 3 reasons exceptionally well on thorny legal questions and lets clients prepare for solicitor meetings, making legal services more accessible. | open |
| May 7, 2026 | r/LawFirm | Values | Drafting | Finds Gemini's canvas and NotebookLM better for drafting and document review than the ChatGPT a colleague uses, and is still working out whether Claude is worth learning. | open |
| May 7, 2026 | r/LawFirm | Values | General use | Argues that Gemini in a Google Workspace account poses no more privacy risk than cloud storage, since data stays within the organization and is not used for training or human review. | open |
| May 1, 2026 | Hacker News | Mixed | Legal research | Gemini was condescending on a regulatory question until reframed, and the author does not rely on it for final compliance but uses it to phrase requests to a licensed professional. | open |
| Apr 30, 2026 | r/Lawyertalk | Values | General use | The firm pays for Gemini Pro for HIPAA-compliant use, and warns against letting AI learn from client confidential documents. | open |
| Apr 27, 2026 | r/paralegal | Mixed | Legal research | Uses Gemini with hypothetical scenarios to start reading caselaw, but would not enter an actual motion or pleading because redacting it costs more effort than it is worth. | open |
| Apr 23, 2026 | Hacker News | Values | Legal research | Finds Gemini Flash models good for legal defense research, using them to help people contest parking tickets. | open |
| Apr 19, 2026 | r/Lawyertalk | Criticizes | General use | Cautiously trusts Gemini but says it can hallucinate, so the author always checks its output and has caught it making things up a few times. | open |
| Apr 5, 2026 | r/LawFirm | Values | Drafting | Finds AI helpful in legal practice and says Gemini and NotebookLM can draft respectable contracts and court documents. | open |
| Apr 2, 2026 | r/Lawyertalk | Values | Contract review | In-house lawyer finds Gemini great for many tasks and quick overviews, and its one-page contract review was rather good. | open |
| Apr 2, 2026 | r/Lawyertalk | Criticizes | General use | Public-facing LLMs like Gemini may breach attorney-client privilege, so the author does not use them for client matters. | open |
| Mar 10, 2026 | r/Lawyertalk | Values | General use | The author says paid enterprise plans of Gemini, ChatGPT and similar tools carry contractual confidentiality obligations, and that Harvey is essentially ChatGPT with a legal wrapper. | open |
| Mar 7, 2026 | r/Lawyertalk | Criticizes | Drafting | Gemini produced a well-written memo with sound-looking analysis, but its key case citation was entirely fake, so every cite must be read and verified. | open |
| Mar 6, 2026 | r/Lawyertalk | Criticizes | General use | A criminal solo avoids intentional LLM use, discloses privacy risks in the engagement letter, and sidesteps Gemini in Google searches because legacy providers may feed client data into LLMs. | open |
| Feb 20, 2026 | Hacker News | Mixed | Legal research | Legal RAG benchmark: Gemini 3.1 Pro slightly more accurate than GPT-5.2 but hallucinates more; retrieval matters most. | open |
| Feb 19, 2026 | Hacker News | Values | General use | Gemini 3.1 Pro tops the APEX-Agents benchmark covering long-horizon legal, banking and consulting work at 33.2%, ahead of Opus 4.6. | open |
| Feb 18, 2026 | r/legaltech | Values | General use | Paid Gemini and Copilot are covered by the same confidentiality terms as Google Workspace and Microsoft 365, so they are no riskier than cloud email. | open |
| Feb 14, 2026 | r/Lawyertalk | Values | General use | Paid Gemini and Copilot are covered by the same confidentiality terms as Google Workspace and Microsoft 365, so using them is like emailing confidential information. | open |
| Feb 13, 2026 | r/legaltech | Values | Drafting | A custom Gemini Gem with a good prompt and cleaned precedents works well for drafting and is inexpensive. | open |
| Feb 9, 2026 | Bluesky · bsky.app | Values | General use | The author finds it notable that Gemini 3 Flash still outperforms Claude Opus 4.6 on corporate lawyer tasks in a study. | open |
| Feb 5, 2026 | r/legaltech | Values | Legal research | Gemini Pro Deep Research gives much deeper reports than fast responses, and feeding it a forensic timeline gives it full case context. | open |
| Feb 4, 2026 | r/Lawyertalk | Criticizes | General use | Says AI makes errors that look plausible on the surface, citing Gemini falsely claiming to have set a timer, and fears lawyers and pro se litigants will rely on flawed AI-drafted contracts. | open |
| Jan 31, 2026 | r/LawFirm | Values | General use | Concludes Gemini under Google Workspace Enterprise is probably the safer and more affordable choice for a small firm than ChatGPT Enterprise. | open |
| Jan 20, 2026 | r/legaltech | Criticizes | General use | Lawyers who need traceable, fully accurate answers need a closed environment with controlled data and governance, since public chatbots like Gemini give varying answers. | open |
| Jan 19, 2026 | r/Lawyertalk | Values | Legal research | AI is a useful tool that reduces hours needed for some work, with Gemini and Perplexity strong at deep research, but the author double-checks legal search AI against their own research. | open |
| Jan 16, 2026 | r/LawFirm | Values | Summarization | The author's firm uses NotebookLM for document review and case summaries and saves time, but considers AI still a little premature. | open |
| Jan 15, 2026 | r/LawFirm | Mixed | General use | Gemini is useful as a souped-up Google and for initial research and structuring arguments, but it misses caveats, writes generic text and misses things in document review, so it's no game-changer. | open |
| Jan 6, 2026 | Bluesky · bsky.app | Criticizes | Drafting | Gemini, which gave good results before, seemed to fall short on a complex task of drafting legal terms from several example sources. | open |
| Dec 31, 2025 | r/Lawyertalk | Values | Drafting | Reports Gemini cuts report writing time by more than half and says firms that avoid AI bill more than is ethical. | open |
| Dec 27, 2025 | r/legaltech | Values | General use | In the hands of lawyers who know their cases, tools like Gemini 3, NotebookLM and GPT 5.2 are powerful despite their tendency to hallucinate. | open |
| Dec 22, 2025 | r/legaltech | Values | General use | Gemini and NotebookLM are clearly useful for lawyers who write and work with large document sets. | open |
| Dec 22, 2025 | r/legaltech | Criticizes | Drafting | Gemini and NotebookLM are immature works in progress, and fact-specific motions and briefs cannot be written by the tool, so stock language is preferred. | open |
| Dec 16, 2025 | r/Lawyertalk | Neutral | Discovery | An associate secretly uses Gemini 3.0 Pro on a personal laptop to analyze discovery sets because of time pressure, and fears a confidentiality slip could lead to a bar complaint. | open |
| Dec 14, 2025 | r/Lawyertalk | Mixed | Legal research | AI was useful but not always correct: it supplied cases that were misdescribed, and Gemini produced unhelpful accusatory language, so a lawyer should use paid legal databases. | open |
| Dec 14, 2025 | r/legaltech | Mixed | General use | Firms can get the same enterprise tools Harvey uses, and data can be protected, but dedicated private Gemini is very expensive and self-hosted models perform worse. | open |
| Dec 4, 2025 | r/biglaw | Values | Legal research | The thinking models of GPT and Gemini give more thorough, better reasoned answers, and supplying the relevant statutes and case law greatly reduces errors and hallucinations. | open |
| Dec 4, 2025 | r/biglaw | Values | General use | Firm sanctions only Harvey for client data; poster says Gemini Pro 3.0 blows Harvey out of the water but is restricted. | open |
| Dec 3, 2025 | r/Lawyertalk | Values | Drafting | Uses Gemini for deposition outlines and finds it good for basics and new angles, but says it is perfunctory and should not be relied on exclusively. | open |
| Dec 1, 2025 | r/legaltech | Values | Drafting | The author drafted a legal filing with Gemini 3 using a detailed prompt and considers that thoughtful use of AI produces solid work product. | open |
| Nov 27, 2025 | r/legaltech | Values | Contract review | Legal tech vendors charging hundreds of dollars per user monthly overlook that open source alternatives are now easy to build with Gemini 3 or GPT. | open |
| Nov 18, 2025 | r/legaltech | Values | Drafting | After testing major LLMs on complaints and settlement offers, the author found Gemini the best out of the box for legal drafting. | open |
| Nov 2, 2025 | r/Lawyertalk | Values | Drafting | Gemini 2.5 Pro with good instructions produces a mostly finished brief section in minutes and helps with deposition prep, but should not be used for research. | open |
| Oct 30, 2025 | r/Lawyertalk | Values | Drafting | The author finds Adobe AI Assistant saves significant time summarizing large documents but is not always accurate on complex areas, and uses Gemini for SOP writing and polishing emails. | open |
| Oct 20, 2025 | Hacker News | Neutral | Other | Built a web app for lawyers using Gemini to extract court dates and deadlines from PDF scheduling orders into structured calendar output. | open |
| Oct 5, 2025 | r/Lawyertalk | Mixed | Legal research | Gemini is useful as a starting point for legal research and spotting gaps, but its case law results are unreliable and must always be verified. | open |
| Oct 1, 2025 | r/LawFirm | Criticizes | Summarization | Gemini's deposition summaries have many inaccurate pincites, so AI should not be used for document summary. | open |
| Sep 29, 2025 | r/LawFirm | Values | Summarization | Has noticed ChatGPT become more prone to invented content after updates and finds Gemini more reliable for grounded tasks such as summarizing what is on the page. | open |
| Sep 28, 2025 | r/LawFirm | Mixed | Legal research | Gemini finds web results others miss but hallucinates on document analysis, where Claude, especially with NotebookLM, is best. | open |
| Sep 28, 2025 | r/LawFirm | Criticizes | Citation checking | Requiring citations keeps AI honest, but Gemini fabricated a citation and argued back, while NotebookLM has shown no hallucinations so far. | open |
| Sep 28, 2025 | r/LawFirm | Values | Drafting | Gemini plus ChatGPT works well with well-trained personal templates, but the author would never trust them out of the box. | open |
| Sep 27, 2025 | r/LawFirm | Values | Summarization | Gemini has felt steadier, and forcing models to quote clauses with cites or say Not Found makes both behave much better. | open |
| Sep 27, 2025 | r/LawFirm | Criticizes | Summarization | Turning off Gemini activity for privacy stops chats being saved and disables features like email summaries in a firm's Workspace account, which is a drawback. | open |
| Aug 15, 2025 | r/LawFirm | Values | Drafting | Used Gemini Pro 2.5 with Lexis and got a complete opposition brief draft in hours, a week before the deadline. | open |
| Aug 15, 2025 | r/LawFirm | Values | Contract review | Found o3 magical for document review and considers Gemini 2.5 Pro very smart and good. | open |
| Aug 11, 2025 | r/Lawyertalk | Values | Legal research | A Gemini Gem with standing instructions has not hallucinated authority and does in seconds what an intern would take hours to do, though it sometimes misses or adds irrelevant material. | open |
| Aug 11, 2025 | r/Lawyertalk | Values | Legal research | Gemini is a good first step for an issue overview and seminal cases, while Westlaw was not great in their experience and Harvey is untried. | open |
| Aug 5, 2025 | r/Lawyertalk | Values | Drafting | Finds Gemini useful for generating contract templates and baseline documents that get about 80% of the way there, but would not rely on factual or specific claims without independent confirmation. | open |
| Aug 4, 2025 | r/legaltech | Values | Summarization | A locally run Gemini model that needs no internet is decent for processing 10-page PDFs, though less capable than ChatGPT. | open |
| Jul 30, 2025 | r/legaltech | Values | General use | Finds Gemini and NotebookLM fantastic for legal work because they are grounded and source-based, and sees the Google stack as well suited to lawyers. | open |
| Jul 29, 2025 | Hacker News | Values | Drafting | Handled personal legal matters by drafting with Gemini or similar, then having a second AI attack the draft as opposing counsel. | open |
| Jul 23, 2025 | r/legaltech | Mixed | Legal research | Warns that no LLM can properly analyze 800,000 pages per query, though Gemini's 1M-token context is the largest available and still useful. | open |
| Jul 21, 2025 | r/LawFirm | Values | Other | Gemini CLI takes time to learn but becomes very useful and much faster than copy-pasting in an online interface, and Claude Code works similarly. | open |
| Jul 20, 2025 | r/Lawyertalk | Mixed | Summarization | Gemini speeds up document review, deposition summaries and demand drafting, but it makes errors and its output must always be checked. | open |
| Jul 8, 2025 | r/legaltech | Values | Legal research | Recommends Gemini for deep research as more thorough and analytical than GPT and better at vetting sources. | open |
| Jun 30, 2025 | r/legaltech | Values | General use | As legal director, is very happy with Gemini Pro company-wide and found it works best compared with legal AI solutions tested. | open |
| Jun 26, 2025 | r/Lawyertalk | Mixed | Legal research | Gemini 2.5 Pro handles knowledge questions and simple legal issues well, but often cites irrelevant or out-of-jurisdiction cases on complex ones. | open |
| Jun 24, 2025 | r/Lawyertalk | Values | Legal research | The author finds Google NotebookLM and Google deep research useful, still checks everything against Westlaw or Lexis, and notes the low $20 a month price compared with Westlaw. | open |
| Jun 23, 2025 | r/Lawyertalk | Values | General use | A law student finds Gemini 2.5 Pro impressively good on exams and legal issues and fears it will hurt the legal job market, though hallucination remains a limit. | open |
| Jun 13, 2025 | r/LawFirm | Values | Legal research | Gemini hallucinates less than ChatGPT and is clearer about what sources do and do not directly say. | open |
| Jun 6, 2025 | r/Lawyertalk | Values | Drafting | Runs briefs through GPT and Gemini with a custom script to catch errors as comments and finds it so effective that rote proofreading by an associate is hard to justify. | open |
| Jun 6, 2025 | r/biglaw | Values | Drafting | After trial and error, Gemini works well for drafting letters and complex contract provisions as a suggestion tool, and outperforms Copilot, ChatGPT and Grok. | open |
| Jun 4, 2025 | r/Lawyertalk | Mixed | Other | A self-built billing tool on Gemini 2.5 Flash works as a good base but misses specifics in output language, where ChatGPT's wording is still unrivaled. | open |
| Jun 2, 2025 | r/Lawyertalk | Values | Citation checking | Gemini 2.5 Pro correctly identified the Varghese citation as fake, showing factual accuracy has improved, and the author expects the legal industry to shrink and change drastically within ten years. | open |
| May 29, 2025 | r/Lawyertalk | Values | General use | Author, senior counsel, reports that after evaluating AI vendors with their development team, Gemini was preferred over Claude, with OpenAI a distant third. | open |
| May 26, 2025 | Bluesky · bsky.app | Values | Summarization | The author, a former insurance defense lawyer, notes Gemini 2.5 Pro can produce medical record summaries in seconds from bulk PDFs that once took thousands of hours. | open |
| May 5, 2025 | r/paralegal | Criticizes | General use | Google has the weakest privacy protections of any AI tool, so nothing confidential should go into Gemini or NotebookLM. | open |
| May 4, 2025 | r/Lawyertalk | Criticizes | General use | Gemini stops partway through tasks far more often than ChatGPT, which the author recommends instead. | open |
| May 3, 2025 | r/Lawyertalk | Mixed | Drafting | Gemini produces polished first drafts and saves an hour or two, but the lawyer must still refine, check citations, and apply the facts. | open |
| May 3, 2025 | r/Lawyertalk | Values | Discovery | Gemini 2.5 Pro turned a full case file into an accurate, cited expert deposition outline in seconds, work that would take hours. | open |
| Apr 25, 2025 | Bluesky · bsky.app | Values | Legal research | The author uses NotebookLM Plus with Gemini 2.5 Pro Deep Research in their legal work in Chile and finds the verified, sourced results wonderful. | open |
| Apr 21, 2025 | Bluesky · bsky.app | Criticizes | General use | Gemini is inaccurate even at math, so nobody should rely on a legal AI for complex work beyond what a novice paralegal could write. | open |
| Apr 21, 2025 | r/legaltech | Values | General use | Concerned about legal vendors sending data to OpenAI, and believes Google's Gemini models are likely safer given its enterprise reputation. | open |
| Apr 8, 2025 | r/legaltech | Values | Drafting | Failure with Gemini's 1M context is likely not a model issue; the task should be broken into a multi-step pipeline with narrow instructions. | open |
| Apr 5, 2025 | r/legaltech | Values | Drafting | The problem is the engineering approach, not the model; Gemini's large context window should handle the documents with a proper learning workflow. | open |
| Apr 3, 2025 | r/LawFirm | Criticizes | General use | Would not put client information into Gemini because some Google terms let Google use content for new features. | open |
| Mar 31, 2025 | r/Lawyertalk | Mixed | Legal research | Uses paid Gemini as a starting point for legal research and finds it accurate for statutes but weak for case law, so always fact-checks. | open |
| Feb 13, 2025 | Bluesky · bsky.app | Criticizes | Legal research | The author reports that tested language models, including Bard, gave inaccurate English law advice and invented citations despite sounding convincing. | open |
| Jan 30, 2025 | r/LawFirm | Neutral | General use | The author notes Gemini can be set to opt out of training and human review, but warns that uploading medical records may still raise HIPAA concerns. | open |
| Jan 28, 2025 | r/LawFirm | Neutral | General use | Using Gemini is reasonable if you read its terms, disclose AI use to clients, secure accounts and verify its work. | open |
| Jan 28, 2025 | r/LawFirm | Criticizes | General use | If Gemini trains on user data, using it likely breaches attorney-client confidentiality under emerging bar ethics views. | open |
| Jan 28, 2025 | r/LawFirm | Criticizes | General use | Worried that Gemini in Google Drive and free consumer AI models cannot keep client data confidential. | open |
| Jan 28, 2025 | r/LawFirm | Criticizes | General use | Gemini seems to lack privacy protections, while Claude does not train by default and a local model is safest for sensitive data. | open |
| Jan 28, 2025 | r/LawFirm | Values | Summarization | Gemini in Google Drive correctly listed all therapy visit dates from a fake medical record; asks if usable on real records. | open |
| Jan 16, 2025 | Bluesky · bsky.app | Values | General use | The author is pleased that Gemini is now built into their sister's law firm's Gmail after the Google Workspace setup. | open |
| Nov 12, 2024 | r/Lawyertalk | Mixed | Drafting | Google Bard sometimes polished briefs and motions well but did not think enough like a lawyer, so they stopped after two days. | open |
| Sep 20, 2024 | r/LawFirm | Values | Legal research | Solo employment lawyer uses paid Gemini and Google Scholar for initial research and reads recent opinions to verify. | open |
| Aug 5, 2024 | r/legaltech | Criticizes | General use | Google is not transparent about what happens to Gemini chat data, though the author believes its cloud claims about not accessing customer data at higher tiers. | open |
| Jul 18, 2024 | Hacker News | Criticizes | Drafting | Author's attorney father found legal cases cited by GPT-4o and Gemini Advanced when drafting documents were almost always fabricated. | open |
| Jun 21, 2024 | Hacker News | Values | Summarization | The author is happy using Gemini 1.5 Pro to summarize long legal documents, praising its long context and its integration with Google Drive. | open |
| Jun 7, 2024 | r/LawFirm | Values | Legal research | Uses Gemini as a starting point for case law research because of its internet access and improving results, though it sometimes invents or surfaces off-point cases that must be verified. | open |
| May 20, 2024 | Bluesky · bsky.app | Criticizes | Citation checking | Cohen gave his lawyer fake cases hallucinated by Google Bard, which he used because he lacked access to Westlaw. | open |
| Feb 26, 2024 | r/LawFirm | Mixed | Drafting | The author found Gemini gave irrelevant citations when drafting a letter on specific laws, warns against using it for research, but finds it good for routine drafting and automation. | open |
| Feb 25, 2024 | r/LawFirm | Criticizes | General use | The author says Gemini had a very bad week that does not inspire confidence in its reliability. | open |
| Feb 17, 2024 | Hacker News | Criticizes | Summarization | Says Gemini hallucinates badly, so cannot work efficiently with a 66-page legal PDF. | open |
| Feb 1, 2024 | Hacker News | Values | Drafting | Found Bard's drafted motions and case law citations more impressive than ChatGPT's, while not recommending AI as legal counsel. | open |
| Feb 1, 2024 | Hacker News | Criticizes | Drafting | Bard's latest update refused to help draft a motion for an emergency injunction, citing liability concerns, which frustrated the author. | open |
| Jan 2, 2024 | Lemmy · mastodon.uno/c/aitech | Criticizes | Citation checking | Michael Cohen passed fake case citations generated by Google Bard to his lawyer after mistaking the chatbot for a powerful search engine. | open |
| Dec 30, 2023 | Bluesky · bsky.app | Values | Legal research | The author asked three AI tools a legal question on copyright and found Bard gave the best answer, Bing second, and ChatGPT the weakest because it deferred to hiring a lawyer. | open |
| Dec 29, 2023 | Bluesky · bsky.app | Criticizes | Citation checking | Reports that Michael Cohen did not realize Google Bard, like ChatGPT, can produce citations that look real but are fabricated. | open |
| Dec 29, 2023 | Lemmy · lemmings.world/c/politics | Criticizes | Citation checking | A lawyer's client filed fake case citations generated by Google Bard, mistaking it for a super-charged search engine and failing to check the cases. | open |
| Dec 29, 2023 | Hacker News | Criticizes | Citation checking | AI output must be verified like Wikipedia; Michael Cohen relied on nonexistent cases cited by Bard because they were never checked. | open |
| May 29, 2023 | r/LawFirm | Values | Citation checking | Used correctly with ScholarAI, WebPilot or Bard, it does not hallucinate and links to sources the lawyer can verify. | open |
Alternatives in the same category
Other tools filed under General model, ordered by net score (like minus dislike per 100 voices), each with its 90% band and how many voices it rests on. A tool under 10 voices is listed, not rated. No one pays for a place here.
- Claude+37 net90% band +33 to +41872 voicesGemini vs Claude →
- Copilot+5 net90% band −7 to +16155 voices
- ChatGPT−13 net90% band −16 to −102,467 voicesGemini vs ChatGPT →
Three-way comparisons
One page for three tools lawyers look up together.
Head to head
Gemini against the tools lawyers look up next to it. All comparisons →
Public benchmarks that name Gemini: LegalBench on Vals AI (live scores) · Legal Research Bench on Vals AI (live scores). Other publishers’ figures, with their dates.
Task reports with this tool: Legal research report · Drafting report · Summarization report
Quarter by quarter
Last 8 quarters. All tools, with the events around each change →
| Quarter | Voices | Share of voice | Net 90% band |
|---|---|---|---|
| 2025 Q1 | 9 | 4% | −22 −57 to +21 |
| 2025 Q2 | 21 | 4% | +48 +17 to +70 |
| 2025 Q3 | 18 | 3% | +61 +29 to +80 |
| 2025 Q4 | 18 | 4% | +50 +18 to +70 |
| 2026 Q1 | 17 | 2% | +29 −8 to +59 |
| 2026 Q2 | 22 | 3% | +36 +5 to +60 |
| 2026 Q3 | 10 | 1% | −10 −46 to +31 |
| 2026 Q4 | 1 | 1% | n<5 |
By model and version
When a post names the version. Every model →
| Model or version | Family | Posts naming it | Share of family’s model posts | About the family tool | Dislike per 100 90% band | Net 90% band | 2023 | 2024 | 2025 | 2026* | First – last |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Gemini 2.x | Gemini | 29 | 32% | 14 | 7 1–24 | +57 +22 to +76 | 25 | 4 | Feb 14, 2025 – Aug 5, 2026 | ||
| Bard | Gemini | 27 | 30% | 11 | 64 39–83 | −36 −69 to +11 | 17 | 6 | 4 | May 12, 2023 – May 14, 2025 | |
| Gemini 3 | Gemini | 22 | 24% | 10 | 0 0–17 | +80 +41 to +91 | 9 | 13 | Jul 30, 2025 – Sep 17, 2026 | ||
| Gemini Advanced / Pro | Gemini | 12 | 13% | 7 | 29 9–60 | +29 −27 to +68 | 4 | 6 | 2 | Feb 26, 2024 – Aug 24, 2026 |
What lawyers asked Gemini to add, and what shipped
- Automated time entry and billing No official shipment found · first asked Jun 4, 2025, 1 voice
- Free public access to court decision databases No official shipment found · first asked Dec 14, 2025, 1 voice
- Keyword detection in medical record document review No official shipment found · first asked Jan 15, 2026, 1 voice
- Automated citation check of AI-generated memos No official shipment found · first asked Mar 7, 2026, 1 voice
4 distinct asks from 4 voices; 0 followed by an official release note we could verify. An ask with no match means we found no official page, not that nothing shipped. Official pages re-read: Oct 22, 2026.