Clerk LLM Leaderboard — leaderboard
Evaluates LLMs on writing Clerk authentication and user management code across 7 categories: Organizations, Billing, Webhooks, Authentication, Quickstarts, UI Components, and User Management.
Metric: Avg score (%). Source: clerk.com. Status: saturation imminent. 22 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Opus 4.8 | 91.3 |
| 2 | GPT-5.6 Luna | 83.6 |
| 3 | GPT-5.6 Sol | 80.5 |
| 4 | GPT-5.6 Terra | 79.2 |
| 5 | GPT-5.5 | 78 |
| 6 | GPT-5.4 | 73.7 |
| 7 | Gemini 3.5 Flash | 69 |
| 8 | Claude Opus 4.6 | 67.5 |
| 9 | GPT-5.2 | 66.6 |
| 10 | Claude Opus 4.5 | 66.3 |
| 11 | GPT-5 | 66 |
| 12 | Gemini 3 Pro (Preview) | 64.2 |
| 13 | Claude Sonnet 4.5 | 63.7 |
| 14 | Claude Sonnet 4 | 63.3 |
| 15 | GPT-5 Chat | 63.3 |
Interactive version: theaggregate.ai/benchmark?slug=clerk-llm-leaderboard · How the rankings work · Data refreshed daily, snapshot 2026-07-22.