diff --git a/examples/gaia_agent/scripts/tape_browser.py b/examples/gaia_agent/scripts/tape_browser.py
index 19843ce0..93881ad2 100644
--- a/examples/gaia_agent/scripts/tape_browser.py
+++ b/examples/gaia_agent/scripts/tape_browser.py
@@ -11,7 +11,7 @@
 from tapeagents.renderers.camera_ready_renderer import CameraReadyRenderer
 from tapeagents.tape_browser import TapeBrowser
 
-from ..eval import calculate_accuracy, get_exp_config_dict, tape_correct
+from ..eval import calculate_accuracy, get_exp_config_dict, load_dataset, tape_correct
 from ..steps import GaiaStep, GaiaTape
 
 logging.basicConfig(level=logging.INFO)
@@ -25,6 +25,18 @@ def __init__(self, tapes_folder: str, renderer):
 
     def load_tapes(self, name: str) -> list:
         _, exp_dir, postfix = name.split("/", maxsplit=2)
+        try:
+            cfg_dir = os.path.join(self.tapes_folder, exp_dir)
+            cfg = get_exp_config_dict(cfg_dir)
+            try:
+                tasks = load_dataset(cfg["split"])
+                tasks_list = [task for level in tasks.values() for task in level]
+                self.task_id_to_num = {task["task_id"]: i + 1 for i, task in enumerate(tasks_list)}
+            except Exception:
+                self.task_id_to_num = {}
+        except Exception as e:
+            logger.exception(f"Failed to load config from {cfg_dir}: {e}")
+            self.task_id_to_num = {}
         tapes_path = os.path.join(self.tapes_folder, exp_dir, "tapes")
         image_dir = os.path.join(self.tapes_folder, exp_dir, "attachments", "images")
         if not os.path.exists(image_dir):
@@ -98,11 +110,14 @@ def get_exp_label(self, filename: str, tapes: list[GaiaTape]) -> str:
             if tape.metadata.terminated:
                 errors["terminated"] += 1
             last_action = None
+            counted = set([])
             for step in tape:
                 llm_call = self.llm_calls.get(step.metadata.prompt_id)
-                visible_prompt_tokens_num += llm_call.prompt_length_tokens if llm_call else 0
-                visible_output_tokens_num += llm_call.output_length_tokens if llm_call else 0
-                visible_cost += llm_call.cost if llm_call else 0
+                if llm_call and step.metadata.prompt_id not in counted:
+                    counted.add(step.metadata.prompt_id)
+                    visible_prompt_tokens_num += llm_call.prompt_length_tokens
+                    visible_output_tokens_num += llm_call.output_length_tokens
+                    visible_cost += llm_call.cost
                 if isinstance(step, Action):
                     actions[step.kind] += 1
                     last_action = step
@@ -168,8 +183,9 @@ def get_tape_name(self, i: int, tape: GaiaTape) -> str:
             mark += f"[{error}]"
         if mark:
             mark += " "
+        n = self.task_id_to_num.get(tape.metadata.task.get("task_id"), "")
         name = tape[0].content[:32] if hasattr(tape[0], "content") else tape[0].short_view()[:32]
-        return f"{i+1} {mark}({tokens: }t) {name}"  # type: ignore
+        return f"{n} {mark}({tokens: }t) {name}"  # type: ignore
 
     def get_tape_label(self, tape: GaiaTape) -> str:
         llm_calls_num = 0
diff --git a/pyproject.toml b/pyproject.toml
index 5fc0c55e..d0540fd9 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -30,7 +30,7 @@ dependencies = [
   "langchain-community~=0.3",
   "langchain-core~=0.1",
   "levenshtein~=0.25",
-  "litellm~=1.51",
+  "litellm~=1.61",
   "openai~=1.55",
   "pathvalidate~=3.2",
   "playwright~=1.42",
diff --git a/uv.lock b/uv.lock
index c01d1edc..469e5c59 100644
--- a/uv.lock
+++ b/uv.lock
@@ -5722,7 +5722,7 @@ requires-dist = [
     { name = "langchain-community", specifier = "~=0.3" },
     { name = "langchain-core", specifier = "~=0.1" },
     { name = "levenshtein", specifier = "~=0.25" },
-    { name = "litellm", specifier = "~=1.51" },
+    { name = "litellm", specifier = "~=1.61" },
     { name = "lxml", extras = ["html-clean"], marker = "extra == 'converters'", specifier = "~=5.2" },
     { name = "mammoth", marker = "extra == 'converters'", specifier = "~=1.8" },
     { name = "markdownify", marker = "extra == 'converters'", specifier = "~=0.13" },