Models: prefer longest known context match

KNOWN_CONTEXT_WINDOWS lists 'o1' (200k) before 'o1-mini' (128k), and
_lookup_known returned on the first substring hit — so "o1-mini" matched
'o1' and reported 200000 instead of 128000. Track the longest matching
key instead, so the most specific entry wins regardless of table order.

src/model_context.py

@@ -184,14 +184,22 @@ def get_context_length(endpoint_url: str, model: str) -> int:
 
 
 def _lookup_known(model: str) -> Optional[int]:
-    """Check known context windows by substring match."""
+    """Check known context windows by substring match.
+
+    Picks the LONGEST matching key so a short key never shadows a more specific
+    one. Without this, 'o1' (200k) precedes 'o1-mini' (128k) in the table and a
+    first-match return would report o1-mini's window as 200k.
+    """
     name = model.lower()
     basename = name.split("/")[-1] if "/" in name else name
     basename = basename.split(":")[0]  # strip :free, :extended etc.
+    best_key: Optional[str] = None
+    best_ctx: Optional[int] = None
     for key, ctx in KNOWN_CONTEXT_WINDOWS.items():
         if key in basename or key in name:
-            return ctx
-    return None
+            if best_key is None or len(key) > len(best_key):
+                best_key, best_ctx = key, ctx
+    return best_ctx
 
 
 def _query_context_length(endpoint_url: str, model: str) -> int:

tests/test_model_context.py

@@ -109,6 +109,19 @@ class TestLookupKnown:
         result = _lookup_known("deepseek-r1:free")
         assert result == 64000
 
+    def test_o1_mini_not_shadowed_by_o1(self):
+        """'o1' (200k) precedes 'o1-mini' (128k) in the table; longest match wins."""
+        assert _lookup_known("o1-mini") == 128000
+
+    def test_o1_full(self):
+        assert _lookup_known("o1") == 200000
+
+    def test_gpt4o_mini_not_shadowed_by_gpt4(self):
+        assert _lookup_known("gpt-4o-mini") == 128000
+
+    def test_gpt4_base(self):
+        assert _lookup_known("gpt-4") == 8192
+
 
 class TestGetContextLength:
     def setup_method(self):