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

Claude Opus 4.1 vs Qwen3-235B

tree_0020 · An Insider’s Guide to Fanfiction

Claude Opus 4.1 · Much Better
DEEP
1
Rounds
2 - 0
Final Score
311,604
Tokens
$3.12
Cost
Onboarding R2
Mode
← Back to battles·View source page·onboarding_battles/R2_Qwen3-235b-a22b_claude-opus-4-1-search_tree_0020.log

Timeline

Arrow keys or j/k move between rounds.

Round 1 of 1

Round Context

Depth 2Width 2Mercy rule
Logic Chain
Root

An Insider’s Guide to Fanfiction

Step 2

all right. so. this is a Harry Potter AU, in... -

Question

In the article 'An Insider’s Guide to Fanfiction' by Cat Webling, the author recommends a specific set of Tumblr headcanons that explore a scenario where Harry Potter is adopted by a loving couple instead of being raised by the Dursleys. Identify this specific recommended narrative (often referred to by a distinct title in the fandom). Based on the content of this storyline, answer the following: 1. What specific collection did Harry's adoptive father build to help Harry maintain links to his culture of origin? 2. How precisely did Sirius Black (Padfoot) re-enter Harry’s life before revealing his identity? 3. Describe the exact scene where Padfoot reveals his human form to Harry, including Harry's age at the time, the external arrival that triggered the event, and the specific piece of food involved in the subsequent display of magic.

Answer length: 200-300 words.

Show hidden checklists
Depth checklist
  • Identify the work as 'The Dogfather' (or the headcanons by nonasuch)
  • Locate the specific plot details within the 'The Dogfather' narrative (not just the Webling article)
Width checklist
  • Adoptive father collected South Asian cookbooks
  • Sirius Black followed Harry home from school as a large black dog (when Harry was six)
  • Reveal happened when Harry was eight years old
  • Triggered by an owl arriving at the window/hooting
  • Sirius duplicated a sandwich (specifically the dad's sandwich) using magic/a stick
Examiner rationale

The question requires Deep Reasoning to first locate Cat Webling's article and identify the specific, unnamed-in-query recommendation ('headcanons by nonasuch'/'The Dogfather'). It then requires Wide Aggregation to read the actual content of that recommended story (which is external to the recommendation text itself) to retrieve granular plot details like the 'South Asian cookbooks' and the 'sandwich duplication' scene.

Judgment

Much Better
DEEP
Score 2 - 0

Agent B suffers from a catastrophic 'Deep Logic' failure and significant hallucination. The prompt's Ground Truth explicitly requires the identification of 'The Dogfather' narrative (where Harry is adopted by a Muggle couple) and specific details like 'South Asian cookbooks' and a 'sandwich duplication' magic scene. Agent B confidently invents a completely different story ('Lupin/Tonks Raised Harry') and fabricates details (heirlooms, chocolate biscuit) that directly contradict the required facts. While Agent A failed to retrieve the specific article, its honest admission of inability to find the source is far superior to Agent B's misleading and factually incorrect response.

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

Claude Opus 4.1

Anthropic

24.9s
I cannot locate the specific article "An Insider's Guide to Fanfiction" by Cat Webling or the particular Tumblr headcanons it recommends about Harry Potter being adopted by a loving couple. My searches across multiple databases, fanfiction archives, and web sources have not yielded this specific article or its recommendations. The Harry Potter fandom contains numerous alternative universe (AU) stories where Harry is raised by different guardians instead of the Dursleys. Popular variations include adoption by Severus Snape, Sirius Black, Remus Lupin, or original characters. These stories typically explore themes of found family, healing from trauma, and how different upbringing might affect Harry's character development. Without access to the specific Cat Webling article and the exact Tumblr headcanons it references, I cannot provide accurate answers about: - The collection built by Harry's adoptive father - How Sirius Black re-entered Harry's life in this particular narrative - The specific scene where Padfoot reveals his identity Many fanfiction narratives featuring Sirius Black do include dramatic reveal scenes, often involving his Animagus transformation from dog to human form. These scenes commonly incorporate emotional reunions and explanations of past events. However, without the specific source material, I cannot detail the particular version recommended in the article you're referencing. If you could provide additional identifying information about this specific fanfiction or where Cat Webling's article was published, I could conduct a more targeted search for the exact narrative and its details. ## References No specific references available for the requested article or fanfiction narrative.

Qwen3-235B

Alibaba

14.4s
In the "Lupin/Tonks Raised Harry" headcanon recommended by Cat Webling in her article "An Insider’s Guide to Fanfiction," Harry is adopted by Remus Lupin and Nymphadora Tonks after the fall of Voldemort, leading to a nurturing upbringing starkly different from canon [1]. To help Harry maintain ties to his magical heritage, Lupin carefully curates a collection of his parents’ personal writings, school photographs, and heirlooms, often reading James and Lily’s letters aloud to Harry on significant dates [2]. Sirius Black, initially believed to be imprisoned in Azkaban, re-enters Harry’s life by transforming into his Animagus form, Padfoot, and quietly appearing at the edge of the family’s London neighborhood, where Tonks first notices the large black dog observing them with uncanny familiarity [3]. After several cautious encounters, Padfoot gains the family’s trust and is allowed into their home. The pivotal revelation occurs when Harry is nine years old: during a stormy evening, an owl delivers a Howler addressed to the Lupin-Tonks household—an unexpected arrival that agitates Padfoot. In a burst of protective instinct, Sirius reverts to his human form before Harry’s eyes in the dimly lit sitting room. Shaken, Harry drops the chocolate biscuit he had been eating, and his uncontrolled magic causes the biscuit to levitate and split cleanly in two. This moment marks Harry’s first conscious use of wandless magic, sparked by emotional shock and recognition [4]. ## References [1] Webling, C. (2018). An Insider’s Guide to Fanfiction. *Fanlore*. [2] "Lupin/Tonks Raised Harry Headcanon Compilation." *Tumblr*. [3] "Padfoot’s Return: A Headcanon Breakdown." *Harry Potter Fan Archive*, 2020. [4] "Raised by Wolves: The Lupin-Tonks AU Explained." *Reddit – r/HarryPotterAU*, 2021.