MODEL LEADERBOARD / USER RATINGS
Model star leaderboard
Public runs from the same Pelican Test task, ranked by each model's average star rating. Anyone can browse; signed-in visitors can rate, once per model, from 0 to 5 stars.
01 / RANKING
All model ratings
Ranked by average star rating. Anyone can browse; signed-in visitors can rate, once per model. Thinking strength is not normalized across providers; cards show the effective mode.
02 / RULES
Rating & leaderboard rules
Automated checks only drive the agent's repairs; the public leaderboard is determined entirely by signed-in visitor ratings.
| Rule | What it means | Why |
|---|---|---|
| Signed-in only | Anonymous visitors can browse but not rate | Prevents ballot stuffing |
| One vote per user per model | The same account can submit one rating per model | Keeps samples independent |
| 0–5 stars | 0 stars means unusable; 5 means first-try perfect | Allows clear negative feedback |
| Average ordering | Models are sorted by average rating; ties break on rating count | More ratings are more trustworthy |
| Thinking is provider-specific | Providers use enable_thinking, reasoning_effort, thinking.budget_tokens or always-on reasoning. Cards label the effective mode: off / low / plan / provider-default | Prevents thinking-budget differences from being mistaken for model ability |
PELICAN TEST
Back to Pelican TestRun the same task and see where your model lands.
Running the test needs no sign-up. After publishing, signed-in visitors can rate the model from 0 to 5 stars.
This page is for technical evaluation. Use your own API key and follow your provider's terms.