Update app.py

app.py

@@ -565,10 +565,13 @@ def leaderboard_dataframe(state: Optional[Dict[str, dict]] = None, spec: ArenaSp
     rows = []
     for mid in spec.model_ids:
         info = state.get(mid, {"rating": INIT_RATING, "wins": 0, "losses": 0, "battles": 0, "ties": 0})
+        p = MODEL_PARAMS.get(mid)
+        per_m = round(float(info["rating"]) * 1e6 / p, 1) if p else 0.0
         rows.append({
             "Model": spec.display.get(mid, mid),
             "Model ID": mid,
             "ELO": round(float(info["rating"]), 1),
+            "ELO/M params": per_m,
             "Battles": int(info["battles"]),
             "Wins": int(info["wins"]),
             "Losses": int(info["losses"]),
@@ -1017,11 +1020,11 @@ def create_demo() -> gr.Blocks:
                 gr.Markdown("### 🏆 ELO Leaderboard")
                 leaderboard = gr.Dataframe(
                     value=leaderboard_dataframe(load_elo(spec), spec),
-                    headers=["Rank", "Model", "Model ID", "ELO", "Battles", "Wins", "Losses", "Ties", "Both Bad"],
-                    datatype=["number", "str", "str", "number", "number", "number", "number", "number", "number"],
+                    headers=["Rank", "Model", "Model ID", "ELO", "ELO/M params", "Battles", "Wins", "Losses", "Ties", "Both Bad"],
+                    datatype=["number", "str", "str", "number", "number", "number", "number", "number", "number", "number"],
                     interactive=False,
                     wrap=False,
-                    column_widths=["5%", "15%", "25%", "12%", "7%", "7%", "7%", "7%", "7%"],
+                    column_widths=["5%", "15%", "23%", "11%", "11%", "7%", "7%", "7%", "7%", "7%"],
                     elem_id=elem_id,
                 )
                 gr.Markdown("### 📊 ELO vs Parameters")