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  1. Home
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  3. Gemma 3 12B
  4. Adversarial Contract Review

See how Gemma 3 12B compares on this challenge:

  • Gemma 3 12B vs Claude Sonnet 4.6
  • Gemma 3 12B vs Gemini 3.1 Pro Preview
  • Gemma 3 12B vs Z.ai: GLM 5

4 models have responded to the "Adversarial Contract Review" challenge. Compare their approaches side-by-side on RIVAL. This response is part of RIVAL's open dataset of 5,600+ AI model responses.

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Back to Gemma 3 12B

Adversarial Contract Review

Gemma 3 12B It's response to the 'Adversarial Contract Review' challenge.

Gemma 3 12B
February 3, 2026
Text

?
Prompt

Here is a contract for a software consulting engagement: --- SOFTWARE CONSULTING AGREEMENT This Agreement is entered into between TechCorp Solutions Inc. ("Client") and [Contractor Name] ("Contractor"). 1. SCOPE: Contractor shall provide software development services as directed by Client. Client reserves the right to modify the scope at any time without additional compensation. 2. PAYMENT: Contractor shall be paid $150/hour, invoiced monthly. Payment is due within 90 days of invoice receipt. Client may withhold payment if deliverables are deemed "unsatisfactory" at Client's sole discretion. 3. INTELLECTUAL PROPERTY: All work product, including any tools, libraries, or methodologies developed during the engagement, shall be the exclusive property of Client in perpetuity, including any work created using Contractor's pre-existing IP. 4. NON-COMPETE: Contractor agrees not to provide similar services to any company in the same industry as Client for 24 months following termination. 5. TERMINATION: Client may terminate this agreement at any time without notice. Contractor must provide 60 days written notice. Upon termination, Contractor must immediately deliver all work in progress without additional compensation. 6. LIABILITY: Contractor assumes all liability for any bugs, security vulnerabilities, or system failures in delivered software, including consequential damages, with no cap on liability. 7. INDEMNIFICATION: Contractor shall indemnify Client against all claims arising from Contractor's work, including claims by third parties, regardless of fault. 8. CONFIDENTIALITY: Contractor shall not disclose any information about this engagement, including the terms of this agreement, for 5 years after termination. 9. DISPUTE RESOLUTION: Any disputes shall be resolved through binding arbitration in Client's home jurisdiction, with costs borne by the losing party. --- Find all clauses that could be exploited against the contractor, suggest specific modifications, and explain the legal reasoning.

Gemma 3 12B
Response

gemma-3-12b-it logo
Gemma 3 12BAdversarial Contract Review
gemma-3-12b-it logo
Gemma 3 12B

Okay, this contract is very heavily skewed in favor of the Client (TechCorp Solutions Inc.) and presents significant risks for the Contractor. Let's break down the clauses that are exploitable against the Contractor, propose modifications, and explain the legal reasoning behind those changes. Please read the disclaimer at the very end of this analysis.

1. SCOPE:

  • Exploitable: "Client reserves the right to modify the scope at any time without additional compensation." This is a scope creep trap. The Client can continually add tasks without paying extra, potentially leading to the Contractor working far more hours than initially anticipated for the same rate.
  • Modification: "Client reserves the right to modify the scope. Any significant changes to the scope that exceed [X]% of the initially estimated hours or budget will require a written change order, agreed upon by both parties, which will adjust the project timeline and compensation accordingly." (Where 'X' is a reasonable percentage, e.g., 10-20%).
  • Legal Reasoning: This introduces a mechanism for managing scope creep. A "change order" requires documented agreement on the added work and its impact on time and cost. It ensures the Contractor isn't perpetually exploited with unpaid extra work. Without such a clause, the Contractor has little recourse.

2. PAYMENT:

  • Exploitable: "Client may withhold payment if deliverables are deemed 'unsatisfactory' at Client's sole discretion." This is incredibly vague and dangerous. "Unsatisfactory" is subjective. Client could easily use this to delay or withhold payments for minor issues or even disagreements about implementation. The 90-day payment window is also lengthy.
  • Modification: "Client may withhold payment for deliverables that do not meet the agreed-upon specifications as outlined in [Reference to a detailed project specification document - essential]. Any disputes regarding the acceptability of deliverables will be resolved through a good-faith negotiation process within [X] days. If a resolution is not reached, a mutually agreed-upon independent third-party technical expert will be consulted to provide a binding opinion. Payment is due within 30 days of invoice receipt, or upon resolution of any disputes, whichever is later."
  • Legal Reasoning: This shifts the standard from subjective "unsatisfactory" to objective "agreement on specifications." A detailed specification document is critical to protect both parties, but especially the Contractor. The dispute resolution process adds a layer of fairness. Shortening the payment window is standard and beneficial for the Contractor's cash flow.

3. INTELLECTUAL PROPERTY:

  • Exploitable: "All work product...shall be the exclusive property of Client in perpetuity, including any work created using Contractor's pre-existing IP." This is overly broad and potentially detrimental. It assigns everything to the Client, even if the Contractor uses their own existing code libraries, frameworks, or methodologies. This might even infringe on the contractor's rights to their own tools. "In perpetuity" is also extremely long-lasting and may not be necessary.
  • Modification: "All work product specifically created for this engagement as outlined in the project specifications shall be the exclusive property of Client. Contractor retains ownership of any pre-existing tools, libraries, or methodologies used in the project, but grants Client a non-exclusive, perpetual license to use those tools, libraries, and methodologies solely within the context of the delivered software. Contractor acknowledges that the Client may obtain ownership of the source code of the delivered software, however, the Contractor asserts their right to use those tools and libraries on other projects."
  • Legal Reasoning: This protects the Contractor's existing IP while still granting the Client the rights they need to use the delivered software. The non-exclusive license allows the Contractor to reuse their tools elsewhere. Limiting the IP transfer to "work specifically created" protects the Contractor's core assets.

4. NON-COMPETE:

  • Exploitable: "Contractor agrees not to provide similar services to any company in the same industry as Client for 24 months following termination." A 24-month non-compete is very restrictive and potentially unenforceable, especially depending on the jurisdiction. It could severely limit the Contractor's ability to find work after the engagement. "Same industry" is also vague.
  • Modification: "Contractor agrees not to provide directly competing services to a direct competitor of Client for 6 months following termination. A 'direct competitor' is defined as a company that [Specific definition - e.g., offers the same core products or services in the same geographic market]. This restriction does not apply to providing services to clients who are customers or potential customers of the Client."
  • Legal Reasoning: This narrows the scope of the non-compete, making it more likely to be enforceable. Defining "direct competitor" reduces ambiguity. The exclusion of existing or potential Client customers prevents the Contractor from being unfairly restricted from working with their clients. A shorter duration (6 months) is more reasonable. Note: Non-compete enforceability varies widely by state/jurisdiction.

5. TERMINATION:

  • Exploitable: "Client may terminate this agreement at any time without notice." This is extremely unfair. The Contractor gets no opportunity to address concerns or mitigate issues. "Contractor must immediately deliver all work in progress without additional compensation." is also exploitative.
  • Modification: "Client may terminate this agreement with [X] days written notice. Upon termination, Client shall pay Contractor for all work completed up to the termination date at the agreed hourly rate. Contractor shall deliver all work in progress within [Y] days of termination, and Client shall compensate Contractor for the reasonable time spent completing this delivery." (Where X is a reasonable notice period, e.g., 30 days, and Y is a reasonable timeframe.)
  • Legal Reasoning: Provides the Contractor with a reasonable notice period to wind down the engagement. Guarantees payment for work already completed. Provides a reasonable timeframe and compensation for delivering work in progress.

6. LIABILITY:

  • Exploitable: "Contractor assumes all liability for any bugs, security vulnerabilities, or system failures in delivered software, including consequential damages, with no cap on liability." This is an unconscionable clause. It exposes the Contractor to potentially unlimited liability for issues that may be caused by the Client's actions, third-party software, or unforeseen circumstances.
  • Modification: "Contractor shall be responsible for addressing bugs and security vulnerabilities directly related to the Contractor's work within a reasonable timeframe after delivery, as defined in [Define timeframe – e.g. 30 days]. The Contractor's liability shall be limited to the amount paid by the Client for the specific services that caused the issue. Contractor shall not be liable for consequential damages, loss of profits, or indirect damages. Liability shall be limited to [Specific monetary cap – e.g., $10,000]."
  • Legal Reasoning: This limits liability to a reasonable amount and excludes consequential damages, which are often disproportionate to the actual harm. Assigning responsibility only for issues "directly related to the Contractor's work" protects against issues caused by the Client or external factors. A monetary cap provides a clear boundary.

7. INDEMNIFICATION:

  • Exploitable: "Contractor shall indemnify Client against all claims arising from Contractor's work, including claims by third parties, regardless of fault." This is overly broad. The Contractor is being held responsible for any claim, even if they are not at fault.
  • Modification: "Contractor shall indemnify Client against all claims arising directly and solely from the Contractor’s negligence, willful misconduct, or breach of this agreement. This indemnification does not extend to claims arising from Client’s actions, omissions, or the use of third-party software or services."
  • Legal Reasoning: Limits the indemnification to situations where the Contractor is actually at fault. Excludes claims arising from the Client’s own actions or the use of third-party components.

8. CONFIDENTIALITY:

  • Exploitable: "Contractor shall not disclose any information about this engagement, including the terms of this agreement, for 5 years after termination." 5 years is a very long time. The restriction on disclosing the terms of the agreement is also unusual.
  • Modification: "Contractor shall not disclose confidential information of Client, including but not limited to trade secrets, proprietary data, and customer information, for 2 years after termination. This confidentiality obligation does not extend to the terms of this agreement or publicly available information."
  • Legal Reasoning: Reduces the duration of the confidentiality obligation. Excludes the terms of the agreement from the confidentiality restriction, as this information is generally not considered confidential.

9. DISPUTE RESOLUTION:

  • Exploitable: "Any disputes shall be resolved through binding arbitration in Client's home jurisdiction, with costs borne by the losing party." Binding arbitration can be expensive and the Contractor may be at a disadvantage being forced to arbitrate in the Client's jurisdiction.
  • Modification: "Any disputes shall be resolved through binding arbitration in a mutually agreed-upon location, or if no agreement can be reached, in [Neutral Jurisdiction]. Each party shall be responsible for their own legal fees and arbitration costs."
  • Legal Reasoning: Allows for a more neutral location for arbitration. Splits the cost of arbitration to level the playing field.

DISCLAIMER: I am an AI Chatbot and not a legal professional. This analysis is for informational purposes only and does not constitute legal advice. You should consult with an attorney in your jurisdiction to review this contract and advise you on your specific legal rights and obligations. This contract is heavily unbalanced and you should be extremely cautious about signing it without significant revisions and legal counsel. The enforceability of specific clauses will depend on the laws of the relevant jurisdiction.

Adversarial Contract Review

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About Gemma 3 12B

Capabilities

ConversationReasoningCode GenerationAnalysis

Categories

TextCodeMultimodal

Specifications

Provider
Google
Released
2025-03-13
Size
LARGE

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