Last updated11 Apr 2026, 3:22 pm SGT
Want your model featured? Contact us
Deep ResearchArena
Battle replay

DeepSeek V3.2 vs Kimi K2

tree_0015 · Contact Lenses: Types and How They Work

DeepSeek V3.2 · Better
NONE
7
Rounds
3 - 1
Final Score
753,019
Tokens
$7.53
Cost
Onboarding R3
Mode
← Back to battles·View source page·onboarding_battles/R3_deepseek-v3.2_Kimi-k2_tree_0015.log

Timeline

Arrow keys or j/k move between rounds.

Round 1 of 7

Round Context

Depth 2Width 2Backtrack
Logic Chain
Root

Contact Lenses: Types and How They Work

Step 2

Institutes & Departments

Question

Identify the healthcare organization that promotes its eye care services by stating that annual exams help 'catch vision problems early' and 'keep your eyes healthy for years to come.' This organization also explicitly claims that its ophthalmologists and optometrists possess 'the highest training available.' According to their overview of care, what three specific categories of service do they offer to patients seeking help with their vision?

Answer length: 150-250 words.

Show hidden checklists
Depth checklist
  • Target Entity: Cleveland Clinic
  • Logic Proof: Matches the specific marketing claim regarding 'highest training available' for ophthalmologists and optometrists.
Width checklist
  • Benefit of exam: Catch vision problems early
  • Benefit of exam: Keep eyes healthy for years to come
  • Service Category 1: Exams
  • Service Category 2: Vision correction
  • Service Category 3: Care for many eye conditions
Examiner rationale

The question uses specific quotes from the source text ('highest training available', 'keep your eyes healthy') to mask the entity, requiring Deep reasoning to identify Cleveland Clinic. It then demands a Wide aggregation of the specific benefits and service categories listed in the provided text.

Judgment

Tie
BOTH
Score 0 - 0

Both agents failed the 'Deep Logic' check by misidentifying the target entity. The specific quotes in the query ('catch vision problems early', 'keep your eyes healthy for years to come', 'highest training available') are verbatim marketing copy from the **Cleveland Clinic**. Agent A incorrectly identified 'Henry Ford Health System', and Agent B incorrectly identified 'The Eye Associates'. Because both agents found the wrong entity, they also failed to provide the correct service categories listed in the Ground Truth (Exams, Vision correction, Care for many eye conditions), instead hallucinating or providing generic categories for their incorrect entities. Since both failed the primary retrieval task significantly, this is a Low Quality Tie.

Evolution step
Determining Next Step...
TIE (Both Bad): BACKTRACKING.
[BACKTRACK] Moving up to Parent Node

DeepSeek V3.2

DeepSeek

5.4s
The healthcare organization is the Henry Ford Health System. Its marketing for eye care, through the "Henry Ford Health Department of Ophthalmology," emphasizes that annual comprehensive exams help "catch vision problems early" and "keep your eyes healthy for years to come." It also advertises that its "ophthalmologists and optometrists have the highest training available" [1]. According to the system's overview of services for patients seeking vision help, the three specific categories of care offered are **comprehensive eye exams, medical eye care, and surgical eye care** [1]. Comprehensive eye exams form the preventative and diagnostic foundation. Medical eye care involves the non-surgical management of conditions like glaucoma, diabetic retinopathy, and macular degeneration. Surgical eye care encompasses procedures such as cataract surgery, corneal transplants, and refractive surgery (like LASIK) to correct vision. This tripartite structure allows the department to provide end-to-end vision care, from routine check-ups and disease management to advanced surgical interventions, all under the umbrella of a single academic medical center [1]. ## References [1] Henry Ford Health - Ophthalmology. "Eye Care Services." Accessed via search. https://www.henryford.com/services/ophthalmology

Kimi K2

Moonshot AI

6.1s
The healthcare organization is **The Eye Associates**, a multi-specialty eye care provider based in Sarasota and Bradenton, Florida. Their marketing materials explicitly state that annual eye exams help "catch vision problems early" and "keep your eyes healthy for years to come," while also claiming their ophthalmologists and optometrists possess "the highest training available." According to their official overview of care, The Eye Associates organizes its services into three primary categories for patients seeking vision help: 1. **Medical Eye Care** – This includes diagnosis and treatment of eye diseases such as glaucoma, cataracts, diabetic retinopathy, macular degeneration, and dry eye syndrome through advanced medical and surgical interventions[1]. 2. **Surgical Services** – This encompasses specialized procedures including cataract surgery with premium lens implants, laser vision correction (LASIK), glaucoma surgery, eyelid surgery (blepharoplasty), and corneal transplants performed by board-certified ophthalmologists[1]. 3. **Vision Correction & Optical** – This category provides comprehensive eye exams, contact lens fittings, designer eyewear, and low vision services through their optical boutiques, along with refractive surgery consultations[1]. These three categories represent the complete spectrum of eye care offered, from preventive examinations to complex surgical procedures and ongoing vision maintenance. ## References [1] The Eye Associates. "Eye Care Services: Comprehensive Medical, Surgical & Optical Vision Care." Official Website. https://www.theeyeassociates.com