Last updated11 Apr 2026, 3:22 pm SGT
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Battle replay

GPT-5.1 vs Gemini 3.1 Pro

tree_0015 · Contact Lenses: Types and How They Work

Gemini 3.1 Pro · Much Better
DEEP
1
Rounds
0 - 2
Final Score
88,123
Tokens
$0.88
Cost
Onboarding R2
Mode
← Back to battles·View source page·onboarding_battles/R2_gpt-5.1-search_vs_gemini-3.1-pro-grounding_tree_0015.log

Timeline

Arrow keys or j/k move between rounds.

Round 1 of 1

Round Context

Depth 2Width 2Mercy rule
Logic Chain
Root

Contact Lenses: Types and How They Work

Step 2

Virtual Second Opinions

Question

A patient who receives an annual eye exam at a major U.S. academic medical center known for comprehensive vision care is later diagnosed with a complex corneal condition affecting their ability to wear contact lenses comfortably. They want expert confirmation of their diagnosis without traveling. Identify the medical center’s remote second-opinion program that allows patients to obtain an expert review from home, and explain in detail how the program works (including its main steps), its pricing structure for both domestic and international patients, insurance limitations, and state or country eligibility restrictions. Additionally, name and describe the centralized resource provided by the same institution that offers a comprehensive overview of all its clinical departments, institutes, and services, which a patient could use to explore specialized ophthalmology or contact lens care options.

Answer length: 200-300 words.

Show hidden checklists
Depth checklist
  • Virtual Second Opinions program by Cleveland Clinic (delivered by The Clinic, joint venture with Amwell) + proof it provides remote expert second opinions
  • Comprehensive guide to all departments, institutes, and services within Cleveland Clinic + proof it functions as a centralized directory of clinical offerings
Width checklist
  • Description of the remote second-opinion program’s three-step process (registration/live intake, records collection and specialist matching, written report with optional virtual visit)
  • Domestic pricing details for written report only and written report plus virtual visit
  • International patient pricing and record submission requirement (English records via secure platform)
  • Insurance and Medicare coverage limitations (self-pay, typically not covered, no CPT code filing)
  • State availability details including states where service is unavailable
  • List or examples of countries where the international service is not available
  • Identification and description of the comprehensive guide to all departments, institutes, and services
Examiner rationale

The question uses the context of contact lens–related corneal care following an annual eye exam to logically anchor the search to a specific academic medical center (Deep reasoning). It avoids naming the programs directly, requiring the agent to identify the correct remote second-opinion service and the institution-wide departments directory. The query then demands aggregation of dispersed operational, pricing, eligibility, and coverage details from the second-opinion program, along with descriptive information about the comprehensive services guide (Wide scope).

Judgment

Much Better
DEEP
Score 0 - 2

First, Deep Logic: Agent B correctly identifies Cleveland Clinic’s Virtual Second Opinions program delivered by The Clinic (joint venture with Amwell) and its centralized Institutes & Departments directory. Agent A identifies Mass General Brigham/Mass Eye and Ear, which is the wrong institution—failing the core entity requirement. Second, Width/Completeness: Agent B covers the program structure, self-pay model, Medicare/insurance limitations, international eligibility concept, and the centralized directory. While it misses some granular checklist details (e.g., separate pricing tiers for written vs. written+visit, explicit excluded states/countries, English-record submission requirement), it still addresses most major components. Agent A provides structured detail, but all details are tied to the wrong institution, making them irrelevant. Finally, User Experience: Agent B is clearly structured, uses headings and bullets, and directly answers both parts of the query. Because Agent A fails the core entity (DEEP failure), and Agent B correctly identifies it with solid formatting and helpful context, B is MUCH BETTER.

Evolution step
[GAME OVER] Mercy Rule Triggered (Diff >= 2.0)!

GPT-5.1

OpenAI

12.2s
Mass Eye and Ear (a Harvard Medical School teaching hospital and major U.S. academic center for vision care) offers a remote second-opinion service called the **Mass General Brigham Virtual Consults – Second Opinions and Expert Reviews** program. Patients can obtain an expert review of an eye diagnosis, including complex corneal disease and contact lens–related issues, without traveling. **How it works (main steps)** 1. **Online request form:** The patient selects the specialty (e.g., Ophthalmology/Cornea) and provides a medical summary. [1][2] 2. **Record collection:** The program team gathers medical records, prior eye exam notes, and imaging; patients may upload or arrange for providers to send them. [1] 3. **Expert assignment and review:** A Mass General Brigham specialist (e.g., Mass Eye and Ear ophthalmologist) reviews the case and issues a written report, usually within 10–14 business days after records are complete. [1][2] 4. **Report delivery:** The patient and (if desired) their local physician receive the written second-opinion report electronically. This is a consultative service only and does **not** establish an ongoing doctor–patient relationship. [1][2] **Pricing, insurance, and eligibility** - Typical self-pay pricing: about **$850–$1,150 for U.S. patients** and **$1,050–$1,550 for international patients**, varying by complexity and specialty. [1] - **Insurance is generally not accepted**; payment is out-of-pocket by credit card. Patients may later submit receipts to their insurer, but reimbursement is not guaranteed. [1] - Available to many U.S. states and countries, but licensing and telehealth regulations mean **some states and nations are excluded**; eligibility is confirmed during the online intake. [1][2] For exploring on-site specialty ophthalmology or contact lens services, the institution provides the centralized **Mass General Brigham “Find a Department, Program or Service” directory**, which lists all clinical departments, institutes, and programs (including Mass Eye and Ear subspecialties) with descriptions, locations, and contact details. [3] ## References [1] Mass General Brigham – Virtual Consults/Second Opinions program pages [2] Mass Eye and Ear – Second opinion and telehealth/virtual care information [3] Mass General Brigham – “Departments, Centers and Services” (system-wide clinical directory)

Gemini 3.1 Pro

Google

95.0s
For a complex corneal condition, a patient can utilize **Virtual Second Opinions** (offered via *The Clinic by Cleveland Clinic*), a top-tier remote program from a major academic medical center renowned for its Cole Eye Institute [1]. **How the Program Works:** 1. **Registration:** The patient submits a secure online request. 2. **Record Collection:** A dedicated Nurse Care Manager collects all local medical records, including eye exams, clinical notes, and corneal topography scans. 3. **Expert Review:** An expert ophthalmologist thoroughly reviews the patient’s clinical evidence. 4. **Report Delivery:** The patient receives a comprehensive written report detailing their diagnosis, followed by an educational consultation with the specialist or care team to discuss next steps [2]. **Pricing and Insurance:** The service operates entirely on a self-pay model, costing $1,850 for domestic patients. International patients are also eligible, though total pricing may vary slightly if specialized translation services are required. The program does not accept commercial health insurance, Medicare, or Medicaid. However, patients can typically use Health Savings Account (HSA) or Flexible Spending Account (FSA) funds to cover the fee [2][3]. **Eligibility Restrictions:** Regulatory telehealth laws dictate medical licensing eligibility. The service is accessible across most of the globe, but certain U.S. states and specific countries are excluded. Patients must verify their geographical eligibility via zip code or country selection during their initial registration [3]. **Centralized Resource:** Patients exploring advanced eye care can navigate the Cleveland Clinic’s **Institutes & Departments** directory. This centralized digital portal provides a comprehensive overview of all clinical departments, institutes, and services. Organized under a unique disease-centered model, this resource allows individuals to easily locate specialized ophthalmology and contact lens care options within the medical system, ensuring they assess subspecialty expertise before committing to travel [4]. ## References [1] Cleveland Clinic. (n.d.). *Cole Eye Institute*. Cleveland Clinic. https://my.clevelandclinic.org/locations/cole-eye [2] The Clinic by Cleveland Clinic. (n.d.). *Virtual Second Opinions - How It Works*. The Clinic by Cleveland Clinic. https://www.theclinicbyclevelandclinic.com/virtual-second-opinions/ [3] The Clinic by Cleveland Clinic. (n.d.). *Frequently Asked Questions*. The Clinic by Cleveland Clinic. https://www.theclinicbyclevelandclinic.com/faq/ [4] Cleveland Clinic. (n.d.). *Institutes, Departments & Centers*. Cleveland Clinic. https://my.clevelandclinic.org/departments