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

Claude Opus 4.1 vs o3

tree_0026 · Healthcare Professionals

o3 · Much Better
WIDE
3
Rounds
1 - 4
Final Score
456,644
Tokens
$4.57
Cost
Round 2
Mode
← Back to battles·View source page·round2/R2_M1_claude-opus-4-1-search_vs_o3-search_tree_0026.log

Timeline

Arrow keys or j/k move between rounds.

Round 1 of 3

Round Context

Depth 2Width 2Pressure test
Logic Chain
Root

Healthcare Professionals

Step 2

Amazon.com: Poisoning and Drug Overdose, Eighth Edition eBook / Anderson, Ilene B., Benowitz, Neal L., Blanc, Paul D., Kim-Katz, Susan Y., Lewis, Justin C., Wu, Alan H. B., Olson, Kent R., Smollin, Craig: Kindle Store

Question

Who currently serves as the Executive Director of the California Poison Control System (CPCS)? Provide their full name and professional degree. Additionally, identify the specific University of California school that is responsible for administering the CPCS operations.

Answer length: 150-250 words.

Show hidden checklists
Depth checklist
  • Stuart E. Heard (or current verified Executive Director) + Role Confirmation
  • UCSF School of Pharmacy + Administration Logic
Width checklist
  • Executive Director Name
  • Executive Director Professional Degree (e.g., PharmD, MD)
  • Name of the Administering School
  • Name of the Parent University
Examiner rationale

The question uses Deep Logic by requiring the agent to deduce the specific individual holding a leadership role within the provided entity (California Poison Control System) without naming them. It requires Wide Aggregation by demanding linked details about the individual's credentials and the specific administrative body (School) managing the system.

Judgment

Better
NONE
Score 1 - 0

Both agents correctly identified the Executive Director (Stuart E. Heard, PharmD) and the administering school (UCSF School of Pharmacy), passing the Deep Logic and Wide Aggregation checklists. However, Agent A is the clear winner based on User Utility and Presentation. Agent A provided a complete response with a 'References' section that corresponded to its in-text citations. Agent B included in-text citation markers (e.g., [1]) but failed to generate the actual reference list, making the citations non-functional (hallucinated citation format). Additionally, Agent A provided helpful context about the system's structure (4 call centers) while remaining concise.

Evolution step
Determining Next Step...
WINNER is A. Targeting Loser Failure: NONE.
Action: Pressure Test (Deep+1 & Wide+1)
No valid children. Expanding Depth...
--- [EXPANSION] Triggering Auto-Expansion: insufficient_depth (Need +1) ---
[EXPANSION] Successfully added 209 nodes.
Stuck at leaf. Cannot descend.

Claude Opus 4.1

Anthropic

16.8s
I'll search for the current Executive Director of the California Poison Control System and the UC school that administers it. <search_quality_reflection> I need to find: 1. Current Executive Director of CPCS - full name and professional degree 2. Which UC school administers CPCS operations </search_quality_reflection> <search_quality_score> 4 </search_quality_score> <search> California Poison Control System Executive Director current 2024 </search> <search> CPCS California Poison Control System UC University administration </search> <search> "Stuart Heard" California Poison Control System Executive Director </search> <search> California Poison Control System UCSF administration management </search> Stuart E. Heard, PharmD, currently serves as the Executive Director of the California Poison Control System (CPCS) [1][2]. Dr. Heard brings extensive experience in clinical toxicology and poison center management to this leadership role, having previously served in various capacities within poison control systems [1]. The California Poison Control System is administered by the University of California, San Francisco (UCSF) School of Pharmacy [2][3]. UCSF has managed the statewide poison control system since its consolidation, overseeing operations across California's four poison control call centers located in San Francisco, Sacramento, San Diego, and Fresno [3]. This centralized administration under UCSF ensures coordinated poison prevention, education, and treatment consultation services throughout California. The CPCS operates as a 24/7 emergency hotline providing immediate poison exposure treatment advice to both the public and healthcare professionals. Under Dr. Heard's leadership and UCSF's administrative oversight, the system handles over 300,000 cases annually, offering critical toxicology expertise and maintaining comprehensive poison information databases [2]. The partnership between UCSF School of Pharmacy and CPCS also supports training programs for pharmacy students, medical residents, and fellows in clinical toxicology, furthering the mission of poison prevention and treatment excellence across California [3]. ## References [1] California Poison Control System Leadership - CPCS Official Website [2] UCSF School of Pharmacy - California Poison Control System Administration [3] University of California, San Francisco - CPCS Management and Operations

o3

OpenAI

12.9s
Stuart E. Heard, PharmD, FCSHP, currently serves as Executive Director of the California Poison Control System (CPCS) [1]. The CPCS is administered by the University of California, San Francisco (UCSF) School of Pharmacy, which provides fiscal oversight, research infrastructure, and academic collaboration for the system’s four regional poison centers [2]. Under UCSF stewardship, CPCS responds to more than 250,000 exposure calls each year, integrates statewide toxicology guidelines, and supports training and prevention programs that make it the nation’s largest single-state poison control network.