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© 2026 Rival
  1. Home
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  3. Mistral Medium 3
  4. Adversarial Contract Review

See how Mistral Medium 3 compares on this challenge:

  • Mistral Medium 3 vs Claude Sonnet 4.6
  • Mistral Medium 3 vs Gemini 3.1 Pro Preview
  • Mistral Medium 3 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 Mistral Medium 3

Adversarial Contract Review

Mistral Medium 3's response to the 'Adversarial Contract Review' challenge.

Mistral Medium 3
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.

Mistral Medium 3
Response

mistral-medium-3 logo
Mistral Medium 3Adversarial Contract Review
mistral-medium-3 logo
Mistral Medium 3

This contract is heavily one-sided in favor of the Client and contains several exploitative clauses that could severely disadvantage the Contractor. Below is an analysis of the problematic clauses, suggested modifications, and the legal reasoning behind them:


1. SCOPE (Exploitative Clause)

Issue: The Client can unilaterally modify the scope without additional compensation, which could lead to unlimited work demands without fair pay. Modification:

  • "Client may request modifications to the scope, but any changes that materially increase the workload or require additional time shall be subject to mutual agreement on compensation and timeline." Legal Reasoning: Without this, the Contractor could be forced into "scope creep" with no recourse, which is unfair and potentially unenforceable under good faith contract principles.

2. PAYMENT (Exploitative Clauses)

Issues:

  • 90-day payment term is excessively long (standard is 30 days).
  • "Unsatisfactory" deliverables clause is vague and allows arbitrary withholding of payment. Modifications:
  • "Payment is due within 30 days of invoice receipt. Late payments shall incur a 1.5% monthly late fee."
  • "Client may withhold payment only if deliverables fail to meet objectively defined acceptance criteria, as mutually agreed upon in writing prior to the engagement." Legal Reasoning: Courts may deem overly broad payment withholding clauses as unenforceable due to lack of good faith. Clear payment terms protect the Contractor’s cash flow.

3. INTELLECTUAL PROPERTY (Exploitative Clause)

Issue: Client claims ownership of pre-existing IP used by the Contractor, which is unreasonable. Modification:

  • "All work product created specifically for this engagement shall be owned by Client. However, Contractor retains all rights to pre-existing tools, libraries, or methodologies unless otherwise agreed in writing." Legal Reasoning: Courts generally uphold that pre-existing IP remains with the creator unless explicitly transferred. This clause could be struck down as unconscionable.

4. NON-COMPETE (Exploitative Clause)

Issue: A 24-month non-compete is likely unenforceable in many jurisdictions (typically limited to 6-12 months). Modification:

  • "Contractor agrees not to provide services to direct competitors of Client for a period of 12 months following termination, limited to the same geographic region where Client operates." Legal Reasoning: Overly broad non-competes are often voided by courts for being unreasonable restraints on trade.

5. TERMINATION (Exploitative Clauses)

Issues:

  • Client can terminate without notice, but Contractor must give 60 days’ notice.
  • No compensation for work in progress upon termination. Modifications:
  • "Either party may terminate this agreement with 30 days’ written notice."
  • "Upon termination, Client shall compensate Contractor for all work completed up to the termination date, including any work in progress, at the agreed hourly rate." Legal Reasoning: Unilateral termination rights without compensation could be seen as unfair and may violate good faith principles.

6. LIABILITY (Exploitative Clause)

Issue: Uncapped liability for bugs, security issues, and consequential damages is extreme and unfair. Modification:

  • "Contractor shall be liable only for direct damages resulting from gross negligence or willful misconduct, with a liability cap equal to the total fees paid under this agreement." Legal Reasoning: Courts often limit liability clauses that are overly broad or unconscionable.

7. INDEMNIFICATION (Exploitative Clause)

Issue: Indemnification regardless of fault is unreasonable and could expose the Contractor to unlimited risk. Modification:

  • "Contractor shall indemnify Client only for claims arising from Contractor’s gross negligence or willful misconduct, and only to the extent caused by Contractor’s actions." Legal Reasoning: Indemnification clauses that impose liability without fault are often struck down as unfair.

8. CONFIDENTIALITY (Exploitative Clause)

Issue: 5-year confidentiality period is excessive (typically 1-2 years). Modification:

  • "Contractor shall maintain confidentiality for a period of 2 years after termination, except for information that becomes publicly available or is required to be disclosed by law." Legal Reasoning: Overly long confidentiality terms may be deemed unreasonable and unenforceable.

9. DISPUTE RESOLUTION (Exploitative Clause)

Issue: Binding arbitration in Client’s jurisdiction with loser-pays costs is biased. Modification:

  • "Disputes shall be resolved through mediation, followed by arbitration in a neutral jurisdiction, with each party bearing their own costs unless otherwise determined by the arbitrator." Legal Reasoning: One-sided arbitration clauses can be challenged as unconscionable, especially if they impose unfair burdens on the weaker party.

General Recommendations:

  • Add a "Severability" clause to ensure that if one clause is struck down, the rest remain valid.
  • Include a "Governing Law" clause that specifies a neutral jurisdiction (not just Client’s home state).
  • Add a "Force Majeure" clause to protect against unforeseen disruptions.

This contract is highly unfavorable to the Contractor and should be renegotiated to balance risks and protections. Many of these clauses could be unenforceable in court, but the Contractor should not rely on that—better to fix them upfront.

Adversarial Contract Review

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About Mistral Medium 3

Capabilities

ConversationReasoningCode GenerationAnalysis

Categories

TextCodeMultimodal

Specifications

Provider
Mistral
Released
2025-05-07
Size
LARGE
Parameters
Not disclosed
Context
131,072 tokens

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