Skip to content
Rival
Models
CompareBest ForArena
Sign Up
Sign Up

Compare AI vibes, not scores. Side-by-side outputs across the world's best models.

@rival_tips

Explore

  • Compare Models
  • All Models
  • Leaderboard
  • Challenges

Discover

  • AI Creators
  • AI Tools
  • The Graveyard

Developers

  • Developer Hub
  • MCP Server
  • .llmignore
  • Badges
  • RIVAL Datasets

Connect

  • Methodology
  • Sponsor
  • Partnerships
  • Privacy Policy
  • Terms
  • RSS Feed
© 2026 Rival
Rival
Models
CompareBest ForArena
Sign Up
Sign Up

Compare AI vibes, not scores. Side-by-side outputs across the world's best models.

@rival_tips

Explore

  • Compare Models
  • All Models
  • Leaderboard
  • Challenges

Discover

  • AI Creators
  • AI Tools
  • The Graveyard

Developers

  • Developer Hub
  • MCP Server
  • .llmignore
  • Badges
  • RIVAL Datasets

Connect

  • Methodology
  • Sponsor
  • Partnerships
  • Privacy Policy
  • Terms
  • RSS Feed
© 2026 Rival
  1. Home
  2. Models
  3. Qwen: Qwen3 Max Thinking
  4. Adversarial Contract Review

See how Qwen: Qwen3 Max Thinking compares on this challenge:

  • Qwen: Qwen3 Max Thinking vs Claude Sonnet 4.6
  • Qwen: Qwen3 Max Thinking vs Gemini 3.1 Pro Preview
  • Qwen: Qwen3 Max Thinking 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.

Rival
Models
CompareBest ForArena
Sign Up
Sign Up
Back to Qwen: Qwen3 Max Thinking

Adversarial Contract Review

Qwen3 Max Thinking's response to the 'Adversarial Contract Review' challenge.

Qwen: Qwen3 Max Thinking
February 9, 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.

Qwen: Qwen3 Max Thinking
Response

qwen3-max-thinking logo
Qwen: Qwen3 Max ThinkingAdversarial Contract Review
qwen3-max-thinking logo
Qwen: Qwen3 Max Thinking

⚠️ DISCLAIMER: This analysis is for informational purposes only and does not constitute legal advice. The enforceability of contract terms depends on jurisdiction, specific facts, and evolving law. Contractor must consult qualified legal counsel before signing. Below is a clause-by-clause risk assessment of exploitable provisions, concrete revision proposals, and foundational legal reasoning.


🔍 Summary of Critical Risks

The agreement is profoundly one-sided. Key red flags:

  • Unlimited financial exposure (liability, indemnity)
  • IP overreach threatening Contractor’s pre-existing assets
  • Payment vulnerability via unilateral rejection and 90-day lag
  • Restrictive covenants likely unenforceable but weaponizable
  • Procedural asymmetry (termination, dispute forum, costs)
  • Missing safeguards (SOW, governing law, cure periods)

📜 Clause-by-Clause Analysis

ClauseExploitable Issue(s)Suggested Revision (Key Text)Legal & Contractual Reasoning
1. SCOPEUnilateral scope modifications without compensation ("scope creep on steroids")."Changes require signed mutual addendum specifying revised deliverables, timeline, and fee adjustments. All changes must be in writing."Contracts require mutual consideration. Unilateral modification without new consideration may be illusory (Restatement (Second) of Contracts § 77). Industry norm: formal SOW + change-order procedure.
2. PAYMENT90-day payment violates many state Prompt Payment Acts; "sole discretion" enables bad-faith withholdings."Payment due NET-15. Client must provide written rejection specifying deficiencies within 10 business days. Contractor has 15 days to cure. Failure to respond = deemed approval.""Sole discretion" clauses often voided for violating implied covenant of good faith (Foley v. Interactive Data). Prompt payment statutes (e.g., CA B&P §7108.5, NY Gen Bus §191) mandate shorter terms and interest on tardy payments.
3. IPClaims ownership of pre-existing IP, tools, libraries, methodologies—potentially wiping out Contractor’s business assets."Contractor retains all pre-existing IP (listed in Exhibit B). Grants Client worldwide license to use Background IP incorporated in final Deliverables. Assignment limited to work expressly created for Client under this Agreement."Overbroad IP grabs risk unenforceability (Bowers v. Baystate). U.S. Copyright Act §102(b) excludes "methods of operation" from copyright. Ethically and commercially, contractors must retain reusable assets.
4. NON-COMPETE24 months, unlimited geog., "same industry" = entire tech sector. Likely void but weaponizable."For 6 months post-termination, Contractor shall not provide directly competitive services to [List 3–5 named competitors] within [Specific Region]. Client shall provide $X severance as separate consideration."CA B&P §16600 voids most non-competes; many states (e.g., NY, MA) require reasonableness in scope/duration/geography. Even where unenforceable, vague language invites frivolous litigation to intimidate.
5. TERMINATIONClient terminates instantly; Contractor forced into 60-day notice; zero pay for work-in-progress transfer."Either party may terminate for convenience with 15 days. Client shall pay for all completed work, accrued fees, and non-cancellable costs. Work-in-progress vests only upon full payment."Requiring gratis transfer of work risks unjust enrichment. Courts imply duty to pay for services rendered (Restatement (Second) of Contracts § 347). Asymmetry may support unconscionability arguments.
6. LIABILITYUnlimited liability + consequential damages = existential risk."TOTAL AGGREGATE LIABILITY CAPPED AT 12 MONTHS' FEES. NEITHER PARTY LIABLE FOR INDIRECT, INCIDENTAL, OR CONSEQUENTIAL DAMAGES."Unlimited liability is commercially unreasonable and often deemed unconscionable. Liability caps and consequential damage waivers are industry standard (UCC § 2-719 analogs). Without cap, minor bug could bankrupt sole proprietor.
7. INDEMNIFICATION"Regardless of fault" shifts all risk, even for Client-caused claims."Contractor indemnifies only for claims arising from its gross negligence, willful misconduct, or IP infringement. Client indemnifies for its own negligence or misuse. All indemnities subject to Section 6 liability cap."Many states (e.g., CA Civ Code § 2782) void indemnity for others' sole negligence. "Regardless of fault" is a hallmark of unenforceable overreach. Reciprocity is fair and reduces leverage imbalance.
8. CONFIDENTIALITY"All information" includes public facts; bars disclosure of agreement terms (portfolio, taxes), 5-year term excessive."Confidential Information excludes public info, Contractor’s prior knowledge, or independently developed info. Contractor may disclose agreement existence in portfolio (redacting technical specifics) and to advisors. Term: 2 years (trade secrets protected per law)."Overbroad definitions fail Blue Pencil test. Confidentiality cannot bar legally required disclosures (tax, audit, whistleblower protections). Reasonable carve-outs are standard and defensible.
9. DISPUTE RESOLUTIONClient’s backyard + "loser pays all costs" = strong deterrent against Contractor litigating valid claims."Arbitration under AAA Commercial Rules in [Neutral City, e.g., Denver]. Governing law: State of [Neutral]. Each party bears their own fees, or as awarded per law."Forum selection may be challenged if oppressive (Burger King v. Rudzewicz). Mandatory fee-shifting ("loser pays") is rare in U.S. commercial agreements and may be deemed punitive. Neutral forum and adherence to American Rule reduce inequity.

📌 Critical Missing Provisions (Add These)

  1. Governing Law Clause: "This Agreement is governed by the laws of [Neutral State, e.g., Delaware]."
    → Prevents forum shopping; provides predictability.
  2. Statement of Work (SOW): Attach as Exhibit A: deliverables, milestones, testing criteria, acceptance protocol.
    → Anchors scope, acceptance, and payment triggers—reduces ambiguity weaponization.
  3. Independent Contractor Clause: Explicitly state Contractor controls methods, provides their equipment, and is responsible for taxes.
    → Mitigates misclassification risk (though actual conduct controls; still vital).
  4. Severability & Entire Agreement: Standard boilerplate to preserve enforceability and prevent oral side-deals.
  5. Audit Rights: "Client may audit Contractor’s time records once per quarter with 10 days advance consent."
    → Validates billings transparently; avoids unilateral withholding accusations.

💡 Strategic Negotiation Tips

  • Frame as mutual protection: "These revisions align with standard industry practice and protect both parties."
  • Prioritize: Cap liability (Clause 6) and payment terms (Clause 2) are existential. IP carve-out (Clause 3) is non-negotiable for reusable assets.
  • Trade: Offer minor concessions (e.g., shorten Contractor termination notice to 30 days) to secure major protections.
  • Never sign without SOW: An undefined scope is a financial hazard.
  • Document everything: Use written change orders; track approvals.

✅ Bottom Line

This draft is not merely unfavorable—it contains legally aggressive language that could jeopardize Contractor’s business, finances, and future livelihood. Do not sign in this form. Use this analysis to negotiate balanced terms. If Client insists on most original clause, treat as a major red-flag: decline engagement or obtain robust professional liability insurance and legal representation before proceeding. Ethical clients expect and welcome fair, professional agreements.

Adversarial Contract Review

Turn this model response into notes, narration, or a short video

Auto NotesTranscriptNarrateVideo Cut

Partner link

This output is part of our open dataset — 5K+ AI responses across 200 models

About Qwen: Qwen3 Max Thinking

Capabilities

ConversationReasoningCode GenerationAnalysisTool Use

Categories

TextCode

Specifications

Provider
Qwen
Released
2026-02-09
Size
XLARGE
Context
262,144 tokens

Keep exploring

SAME PROMPT

Claude Sonnet 4.6's version

Same prompt, different result

COMPARE

Qwen: Qwen3 Max Thinking vs Gemini 3.1 Pro Preview

Both outputs, side by side

Compare AI vibes, not scores. Side-by-side outputs across the world's best models.

@rival_tips

Explore

  • Compare Models
  • All Models
  • Leaderboard
  • Challenges

Discover

  • AI Creators
  • AI Tools
  • The Graveyard

Developers

  • Developer Hub
  • MCP Server
  • .llmignore
  • Badges
  • RIVAL Datasets

Connect

  • Methodology
  • Sponsor
  • Partnerships
  • Privacy Policy
  • Terms
  • RSS Feed
© 2026 Rival