Multi-dimensional comparison
All four platforms compared side by side. Filter by dimension.
| DIMENSION | CLAUDE | CHATGPT | GEMINI | NOTEBOOKLM |
|---|---|---|---|---|
| Best at | Precise variables + reasoning | Team sharing | Long context | Source boundary |
| Content handling | Good for fuller material | Good for compact packages | Good for longer context | Good for grouped sources |
| Sharing | Org/Project | Org/Store | Workspace | Email invitation |
| Source boundary | Clear | Moderate | Moderate | Strictest |
| Validation | Covers complex lookup | Covers daily lookup | Covers synthesis | Covers source review |
| Subscription | Pro/Team/Ent | Plus/Team/Ent | Advanced/Workspace | Pro/Workspace |
| Internet | Manual enablement | On by default | On by default | in-KB-only |
| File limit | Platform-dependent | Platform-dependent | No explicit file cap | 50/notebook |
| Worst at | Real-time web access | Long-tail terminology | Team sharing outside Workspace | Out-of-KB questions |