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  1. Home
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  4. Debug This Architecture

See how GPT-5 Mini compares on this challenge:

  • GPT-5 Mini vs Claude Sonnet 4.6
  • GPT-5 Mini vs Gemini 3.1 Pro Preview
  • GPT-5 Mini vs Z.ai: GLM 5

4 models have responded to the "Debug This Architecture" challenge. Compare their approaches side-by-side on RIVAL. This response is part of RIVAL's open dataset of 5,600+ AI model responses.

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Back to GPT-5 Mini

Debug This Architecture

Gpt 5 Mini's response to the 'Debug This Architecture' challenge.

GPT-5 Mini
February 3, 2026
Text

?
Prompt

Here's the architecture for a real-time collaborative document editor (like Google Docs): **System Overview:** - Frontend: React SPA with WebSocket connections - Backend: Node.js API servers behind a load balancer (round-robin) - Database: PostgreSQL for document storage, Redis for session cache - Real-time: Each API server maintains its own WebSocket connections to clients - Sync Strategy: Last-write-wins with timestamps from client clocks - Storage: Documents saved as full HTML snapshots every 30 seconds - Auth: JWT tokens with 24-hour expiry, stored in localStorage - CDN: CloudFront for static assets, also caches API responses for 5 minutes **Data Flow:** 1. User types → change event sent via WebSocket to their connected server 2. Server writes change to PostgreSQL 3. Server broadcasts change to all WebSocket clients connected to THAT server 4. Other servers poll PostgreSQL every 2 seconds for changes 5. Conflict resolution: if two users edit the same paragraph, last timestamp wins **Scaling Plan:** - Horizontal scaling by adding more API servers - Database read replicas for read-heavy operations - Document partitioning by organization ID Identify all potential failure modes, race conditions, and scaling bottlenecks in this architecture. For each issue found, propose a specific solution with trade-offs.

GPT-5 Mini
Response

gpt-5-mini logo
GPT-5 MiniDebug This Architecture
gpt-5-mini logo
GPT-5 Mini
No content available for this output.
Debug This Architecture

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This output is part of our open dataset — 5K+ AI responses across 200 models

About GPT-5 Mini

Capabilities

ConversationReasoningCode GenerationAnalysis

Categories

TextCode

Specifications

Provider
Openai
Released
2025-08-07
Size
MEDIUM

Keep exploring

SAME PROMPT

Claude Sonnet 4.6's version

Same prompt, different result

COMPARE

GPT-5 Mini vs Gemini 3.1 Pro Preview

Both outputs, side by side

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