| 1 | Home maintenance tasks scattered across note apps | Productivity & Work | 85 | 54 | 100.00 | ↑+70.0% |
| 2 | Mobile analytics SDKs silently collect identifiable data | Developer Tools | 76 | 40 | 100.00 | ↑+63.8% |
| 3 | AI assistants fail on complex interview-style interactions | Education & Learning | 78 | 51 | 99.41 | →+4.8% |
| 4 | Couples lack tools to jointly manage household spending and finances | Finance & Banking | 70 | 49 | 92.86 | ↑+100.0% |
| 5 | Lack of Vulkan-based browser alternatives | Developer Tools | 74 | 30 | 86.33 | ↑+17.5% |
| 6 | Email sending blocked by censorship | Productivity & Work | 68 | 54 | 81.85 | ↑+11.5% |
| 7 | AI marketing hype misrepresents actual developer capabilities | Developer Tools | 83 | 51 | 81.37 | ↑+18.6% |
| 8 | Unmanageable notification volume across multiple channels | Productivity & Work | 76 | 48 | 79.17 | ↑+10.1% |
| 9 | MySQL ST_CONTAINS spatial queries extremely slow with spatial indexes | Developer Tools | 73 | 49 | 74.49 | ↑+21.7% |
| 10 | Browser extension for focus | Productivity | 55 | 50 | 71.50 | ↑+17.0% |
| 11 | AI coding session context lost when switching tools | Developer Tools | 79 | 59 | 66.95 | ↑+11.3% |
| 12 | OpenInsider UI outdated and lacks transaction type granularity | Finance & Banking | 62 | 47 | 65.96 | ↑+51.2% |
| 13 | LLM bias reinforcement lacking safeguards | Developer Tools | 64 | 43 | 64.50 | ↑+36.2% |
| 14 | PowerPoint to PDF alt-text preservation fails inconsistently | Education & Learning | 75 | 61 | 61.48 | ↑+25.0% |
| 15 | Centralized SSO for legacy appliances and custom webservers | Legal & Compliance | 55 | 30 | 61.11 | ↑+189.5% |
| 16 | Complex SQL window function limitations | Developer Tools | 64 | 54 | 59.26 | ↑+6.7% |
| 17 | Local-first note taking | Productivity | 74 | 70 | 52.86 | ↑+64.4% |
| 18 | Code review tool for solo devs | Developer Tools | 78 | 55 | 49.64 | ↑+32.2% |
| 19 | Production alerts overwhelm on-call engineers | Developer Tools | 51 | 51 | 43.33 | ↓-5.6% |
| 20 | Common LISP stdin reading performance degradation | Developer Tools | 56 | 49 | 40.00 | →+1.8% |
| 21 | Fidelity lacks DRIP-excluded gain tracking | Finance & Banking | 55 | 48 | 38.19 | ↑+34.1% |
| 22 | Authentication incompatible with ephemeral environments | Developer Tools | 68 | 45 | 35.26 | ↑+74.4% |
| 23 | Multi-GPU selection not working reliably | Developer Tools | 55 | 55 | 35.00 | →+3.7% |
| 24 | Engineering blog aggregation lists decay over time | Developer Tools | 68 | 49 | 32.38 | ↑+65.9% |
| 25 | Application traffic binding to specific network interface | Developer Tools | 58 | 51 | 26.54 | ↑+100.0% |
| 26 | Ad-cluttered converter websites unreliable | Developer Tools | 46 | 43 | 23.18 | →+2.2% |
| 27 | Google Business Profile tied to physical address loses ranking after relocation | Marketing & Sales | 54 | 51 | 22.94 | ↑+22.7% |
| 28 | Elderly users struggle with text-based digital interfaces | Education & Learning | 53 | 55 | 20.88 | ↑+8.2% |
| 29 | Web agents fail at hard real-world tasks | Developer Tools | 49 | 51 | 20.82 | ↑+6.5% |
| 30 | Non-technical users forget passwords frequently | Productivity & Work | 38 | 46 | 20.65 | →-5.0% |
| 31 | Microsoft To Do shared lists sync unreliably | Productivity & Work | 47 | 51 | 19.97 | ↑+100.0% |
| 32 | Artifactory and Nexus expensive enterprise artifact management | Developer Tools | 52 | 44 | 19.70 | ↑+13.0% |
| 33 | iPad app scaling and login functionality broken | Productivity & Work | 49 | 43 | 18.99 | → |
| 34 | Large-scale digital activism coordination without centralized platform | Marketing & Sales | 42 | 50 | 18.20 | →-2.3% |
| 35 | Manual TypeScript type definitions for PostgreSQL queries | Developer Tools | 52 | 50 | 17.33 | → |
| 36 | Habit trackers limited to X times per 1 day frequency | Health & Fitness | 48 | 49 | 16.33 | →+2.1% |
| 37 | Kubernetes logs inaccessible when centralized logging pipeline breaks | Developer Tools | 40 | 42 | 15.87 | ↓-7.0% |
| 38 | Stripe rejects NSFW content payment processing | Finance & Banking | 39 | 30 | 15.17 | → |
| 39 | Medical imaging software has significant lag performance | Health & Fitness | 38 | 47 | 13.48 | ↓-7.1% |
| 40 | Microsoft To Do app crashes frequently | Productivity & Work | 27 | 44 | 13.30 | ↑+100.0% |
| 41 | Todoist auto-renewal charges without warning | Productivity & Work | 27 | 44 | 13.30 | ↑+100.0% |
| 42 | Todoist free tier features limited without premium | Productivity & Work | 27 | 48 | 12.19 | ↑+100.0% |
| 43 | Microsoft To Do clears daily task prioritization | Productivity & Work | 27 | 48 | 12.19 | ↑+100.0% |
| 44 | Microsoft To Do performance degrades over time | Productivity & Work | 27 | 48 | 12.19 | ↑+100.0% |
| 45 | SIMD optimization complexity and unpredictability | Developer Tools | 48 | 48 | 11.67 | ↑+14.3% |
| 46 | Inefficient querying of JSONB complex operations | Developer Tools | 29 | 45 | 10.74 | ↑+7.4% |
| 47 | Adding virtual destructor breaks C++ ABI compatibility | Developer Tools | 37 | 41 | 10.53 | →-2.6% |
| 48 | FortiClient Always-On VPN blocks captive portal authentication | Productivity & Work | 27 | 45 | 10.00 | ↑+12.5% |
| 49 | Todoist forced plan upgrade mid-subscription | Productivity & Work | 27 | 46 | 9.78 | ↑+100.0% |
| 50 | Ambiguous BEM methodology documentation | Developer Tools | 24 | 42 | 9.52 | ↑+9.1% |