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

GLM-4.7 vs Kimi K2

tree_0003 · The 17 best photography websites

Kimi K2 · Better
WIDE
2
Rounds
0 - 2
Final Score
1,010,549
Tokens
$10.11
Cost
Onboarding R2
Mode
← Back to battles·View source page·onboarding_battles/R2_glm-4.7_Kimi-k2_tree_0003.log

Timeline

Arrow keys or j/k move between rounds.

Round 1 of 2

Round Context

Depth 2Width 2Increase width
Logic Chain
Root

The 17 best photography websites

Step 2

Gaming Coverage

Question

Identify the digital publication that hosts the article titled 'The 17 best photography websites'. According to the specific 'Pardon Our Interruption' automated security message displayed by this website when access is restricted, what are the distinct technical reasons cited for misidentifying a user as a bot?

Answer length: 100-150 words.

Show hidden checklists
Depth checklist
  • Target Entity: Creative Bloq
  • Logic Proof: The publication hosting the specific article 'The 17 best photography websites' and utilizing the described bot-detection messaging.
Width checklist
  • Reason 1: User is a 'power user' moving through the website with 'super-human speed'
  • Reason 2: Cookies are disabled in the web browser
  • Reason 3: A third-party browser plugin (specifically mentioning Ghostery or NoScript) is preventing JavaScript from running
Examiner rationale

The input text provided was an error/blocking page rather than the content of the article itself. To strictly adhere to the 'Absolute Grounding' rule, the question targets the specific security protocols and error messaging (Wide) of the publication identified by the article title (Deep), rather than the inaccessible article content.

Judgment

Better
WIDE
Score 0 - 1

Both agents correctly identified the entity (Creative Bloq). However, the prompt asked for the *specific* technical reasons cited in the site's unique 'Pardon Our Interruption' message. Agent A failed significantly on the details, citing reasons like 'SQL command' or 'malformed data.' These are standard for generic WAF blocks (like Error 1020) but are **not** the reasons listed on the specific Future plc (Creative Bloq) bot-check page. Agent B correctly identified the *concepts* cited in the actual message (Cookies disabled, JavaScript disabled, browser extensions/ad blockers). Although Agent B failed to quote the specific 'super-human speed' phrasing or mention 'Ghostery/NoScript' (as required by the Ground Truth checklist), its paraphrase was factually accurate to the *nature* of the error message. Agent A described a completely different type of security block (payload-based vs. behavior-based). Agent B wins for accuracy, capped at BETTER due to missing the specific keywords.

Evolution step
Determining Next Step...
WINNER is B. Targeting Loser Failure: WIDE.
Action: Wide+1 (Increase Context Width)

GLM-4.7

Zhipu AI

4.8s
The article "The 17 best photography websites" is hosted by the digital publication *Creative Bloq*. When access is restricted, the site displays a "Pardon Our Interruption" automated security message. This message cites specific technical reasons for misidentifying a user as a bot, including submitting a certain word or phrase, a SQL command, or malformed data. It also notes that actions such as running a script or accessing an automated tool can trigger the block. These parameters are monitored by the security service to protect the site from malicious activity [1]. ## References [1] https://www.creativebloq.com/advice/the-17-best-photography-websites

Kimi K2

Moonshot AI

20.6s
Creative Bloq hosts the article "The 17 best photography websites" [1]. When its Cloudflare security system restricts access, the "Pardon Our Interruption" page cites several technical reasons for misidentifying legitimate users as bots. These include: JavaScript being disabled or not functioning properly, cookies being blocked in the browser, interference from ad blockers or other browser extensions, use of automation tools or bots to access the site, and certain network configurations such as proxy servers or VPNs that can trigger security filters [2]. These conditions prevent proper verification of the browsing session. ## References [1] https://www.creativebloq.com/features/the-17-best-photography-websites [2] https://support.cloudflare.com/hc/en-us/articles/200170136-Understanding-Cloudflare-Bot-and-Threat-Management