Agent Evaluation Report

Eval ID
pilo-batch-github-eval-5ggt4
Generated
2026-05-16T02:07:25.109Z
Agent Type
pilo
Build ID
0233dffb2d970d3b20f379c3952d2a18add50cfa
Build Date
2026-05-15T16:40:54-07:00
LLM Provider
vertex
Model
gemini-2.5-flash
Browser
chrome
97 / 97
Completed Tasks
70
Successful (Verdict)
72%
Success Rate
18124114
Total Tokens
7713
Total Events

Failure Classifications

grossly_incorrect: 4
bot_detection_blocked: 11
browser_render_failure: 4
ai_generation_failure: 3
stale_element_refs: 1
element_interaction_failed: 1
close_but_rejected: 1
agent_gave_up_early: 1
browser_crash: 1

70 successful, 27 failed — failures.txtanalysis-summary.md

Task Results

Task ID Website Question Verdict Tokens Events Duration
webvoyagerx--Amazon--31 Amazon Find a compact digital camera on Amazon with a zoom capability of at least 10x, rated 4 stars or higher, and priced between $100 to $300. grossly_incorrect
198087 49 16.5s
webvoyagerx--Wolfram Alpha--16 Wolfram Alpha Weight loss projection for a male, 40 years old, 175 cm tall, current weight 90 kg. If daily caloric intake is 1500 kcal, how long to lose 17 kg? SUCCESS
31917 39 4.4s
webvoyagerx--Huggingface--5 Huggingface Find a model released on Hugging Face for recipe generation. Retrieve the information of the model, including its name, model size and tensor type. SUCCESS
50738 33 3.0s
webvoyagerx--BBC News--13 BBC News Search for recent news related to Trump and summarize the main points. SUCCESS
196085 100 2.8s
webvoyagerx--Web Search--0 Web Search Find the initial release date for Guardians of the Galaxy Vol. 3 the movie. SUCCESS
174336 39 3.3s
webvoyagerx--Apple--21 Apple Identify the available storage options for the current generation iPad Pro on the Apple website. SUCCESS
73616 41 2.5s
webvoyagerx--Apple--1 Apple Research the new features of the current iOS version on Apple support and check its compatibility with recent iPhone models. SUCCESS
click timeout ×1 scroll timeout ×1
1365484 341 3.8s
webvoyagerx--Huggingface--13 Huggingface Search for LLaMA in the Hugging Face documentation. What is the type and default value of the `spaces_between_special_tokens` parameter in the `LlamaTokenizer`? grossly_incorrect
46676 33 7.0s
webvoyagerx--ArXiv--10 ArXiv Visit ArXiv Help on how to withdraw an article if the submission is not yet announced. SUCCESS
46792 33 4.5s
webvoyagerx--BBC News--28 BBC News Find the Market Data section on BBC News and tell me which company the data comes from. SUCCESS
161750 55 4.4s
webvoyagerx--GitHub--0 GitHub Search for an open-source project related to 'climate change data visualization' on GitHub and report the project with the most stars. SUCCESS
105083 65 3.1s
webvoyagerx--GitHub--23 GitHub Find the wiki page of ohmyzsh on GitHub and explain how to change its theme. SUCCESS
79199 39 3.1s
webvoyagerx--Wolfram Alpha--0 Wolfram Alpha derivative of x^2 when x=5.6 SUCCESS
35053 39 2.6s
webvoyagerx--Google Map--4 Google Map Plan a trip from Boston Logan Airport to North Station. SUCCESS
stale refs ×1
49418 57 5.0s
webvoyagerx--Apple--11 Apple Get information about the current iPad Pro model released by Apple, including its release date, base storage capacity, and starting price available on Apple's official website. SUCCESS
stale refs ×1
278762 105 3.3s
webvoyagerx--Coursera--21 Coursera Search for an online course on Coursera about 'Digital Marketing', suitable for beginner-level learners. Specify the course duration, the main learning outcomes, and the institution offering the course. SUCCESS
scroll timeout ×1 repeated action ×1
377818 137 3.7s
webvoyagerx--Coursera--32 Coursera Search for 'Data Analysis' courses on Coursera. Apply filters to find courses that are 'Beginner Level' and have a duration ranging from 1 to 3 months. Determine the total count of courses that match these specifications. SUCCESS
click timeout ×5 scroll timeout ×2
427069 161 2.9s
webvoyagerx--GitHub--27 GitHub Find a Ruby repository on GitHub that has been updated recently and has at least 1000 stars. SUCCESS
151714 64 3.9s
webvoyagerx--Cambridge Dictionary--25 Cambridge Dictionary Find two distinct meanings of the word \"harmony\" in the Cambridge Dictionary. bot_detection_blocked
52203 58 5.4s
webvoyagerx--Booking--12 Booking Find a hotel in Paris with a customer review score of 8 or higher, free Wi-Fi, and available for a 5-night stay starting on January 5th. browser_render_failure
0 11 6.5s
webvoyagerx--Google Map--12 Google Map Find 5 current burger-serving establishments near the 44012 zip code and sort them by highest rating. SUCCESS
37168 49 4.5s
webvoyagerx--Cambridge Dictionary--0 Cambridge Dictionary Look up the pronunciation and definition of the word \"sustainability\" on the Cambridge Dictionary. bot_detection_blocked
52987 58 5.9s
webvoyagerx--Coursera--29 Coursera Browse the Coursera website and find the price required for one year of Coursera Plus. How much is the discount? Then list 3 companies that work with Coursera. SUCCESS
47085 33 3.9s
webvoyagerx--ArXiv--23 ArXiv Determine how many articles with the keyword 'autonomous vehicles' were published in the 'Electrical Engineering and Systems Science' section of ArXiv on the most recent previous day with a significant number of publications for this query. SUCCESS
130835 57 3.0s
webvoyagerx--GitHub--40 GitHub Select Sign up on the GitHub homepage to see if email 'test123@gmail.com' already exists. SUCCESS
41669 41 2.8s
webvoyagerx--Google Flights--1 Google Flights Show me the list of one-way flights today from Chicago to Paris. SUCCESS
154883 105 4.4s
webvoyagerx--ESPN--37 ESPN Check out LeBron James' career stats to see how many games he has played. SUCCESS
111941 47 1.9s
webvoyagerx--Web Search--27 Web Search Check the current air quality index in Paris. SUCCESS
54478 54 3.5s
webvoyagerx--ArXiv--12 ArXiv Find the arXiv store in the Help section and determine how many styles of official arXiv merchandise are available. SUCCESS
click timeout ×1
85729 57 3.3s
webvoyagerx--Huggingface--0 Huggingface Find a pre-trained natural language processing model on Hugging Face that can perform sentiment analysis, and confirm its last update is recent. SUCCESS
81390 49 2.9s
webvoyagerx--Coursera--0 Coursera Find a beginner-level online course about '3d printing' which lasts 1-3 months, and is provided by a renowned university. SUCCESS
scroll timeout ×2
182046 68 2.3s
webvoyagerx--Amazon--0 Amazon Search an Xbox Wireless controller with a green color and a rating above 4 stars. SUCCESS
208168 57 3.2s
webvoyagerx--Allrecipes--10 Allrecipes Find The Most Popular Recipes of the 1960s, noting the recipe name, preparation time and total time of the second recipe in this collection. bot_detection_blocked
13600 34 5.5s
webvoyagerx--Coursera--30 Coursera Locate the course 'Modern Art & Ideas' on Coursera offered by The Museum of Modern Art. Find out the approximate percentage of 3-star ratings in the reviews and note which star level has the lowest percentage. SUCCESS
scroll timeout ×2
109707 48 3.3s
webvoyagerx--Booking--0 Booking Find a Mexico hotel with deals for December 25-26. ai_generation_failure
click timeout ×1 repeated action ×1
438426 91 8.3s
webvoyagerx--Allrecipes--36 Allrecipes Locate a recipe for an American apple pie on Allrecipes with a rating of at least 4 stars and more than 50 reviews. Note the maximum temperature mentioned in the Directions. bot_detection_blocked
38507 58 4.8s
webvoyagerx--Amazon--22 Amazon Search for a set of non-stick, oven-safe cookware on Amazon. The set should include at least 10 pieces and be priced under $150. SUCCESS
256731 47 3.5s
webvoyagerx--Allrecipes--0 Allrecipes Provide a recipe for vegetarian lasagna with more than 100 reviews and a rating of at least 4.5 stars suitable for 6 people. bot_detection_blocked
19504 43 6.7s
webvoyagerx--Web Search--1 Web Search Find Kevin Durant's bio SUCCESS
45927 53 3.0s
webvoyagerx--ArXiv--6 ArXiv How many figures and tables are in the paper \"On the Sentence Embeddings from Pre-trained Language Models\"? stale_element_refs
stale refs ×4 consec errors=5 repeated action ×1
302902 138 4.8s
webvoyagerx--BBC News--35 BBC News In the Asia section, browse and identify the most recent report about technological advancements and summarize its content. If there are multiple, summarize the one with the most detail. element_interaction_failed
stale refs ×6 click timeout ×1 consec errors=5
174357 81 8.1s
webvoyagerx--Huggingface--23 Huggingface Identify three innovative and widely recognized open-source NLP models for automatic speech recognition released recently on Huggingface. SUCCESS
click timeout ×2 repeated action ×1
989021 325 8.4s
webvoyagerx--Cambridge Dictionary--9 Cambridge Dictionary Look up the British pronunciation of the word \"euphoria\" and find an example sentence using that word on the Cambridge Dictionary. browser_render_failure
74057 85 7.6s
webvoyagerx--GitHub--14 GitHub Locate the repository for the open-source project \"vscode\" and identify the top three contributors. SUCCESS
91147 38 3.2s
webvoyagerx--Huggingface--3 Huggingface Look for a popular model with a cc-by-sa-4.0 license on Hugging Face. close_but_rejected
252347 114 8.9s
webvoyagerx--Web Search--2 Web Search Search for the latest news title about the NBA team the Los Angeles Lakers. SUCCESS
91885 46 3.3s
webvoyagerx--ESPN--23 ESPN Find the result of a basketball game between the Miami Heat and the New York Knicks, including the final score and top rebounder from the match. SUCCESS
216088 72 2.9s
webvoyagerx--Allrecipes--1 Allrecipes Find a recipe for a vegetarian lasagna that has at least a four-star rating and uses zucchini. bot_detection_blocked
13688 34 6.7s
webvoyagerx--BBC News--7 BBC News Find an AI-related story under Technology or Business. Describe the main subject of the first image in the story. SUCCESS
18326 17 2.9s
webvoyagerx--ESPN--0 ESPN Look up the current standings for the NBA Eastern Conference on ESPN. SUCCESS
stale refs ×4
415521 135 2.7s
webvoyagerx--Apple--31 Apple On Apple's website, what is the slogan for the latest Apple Watch Series? SUCCESS
11446 17 3.3s
webvoyagerx--Huggingface--33 Huggingface List three hugging face docs. How many GitHub stars have they earned? SUCCESS
142708 101 3.9s
webvoyagerx--Apple--32 Apple Investigate the trade-in value for an older iPhone model on Apple's website, specifically looking for a Pro Max variant. SUCCESS
82488 47 4.4s
webvoyagerx--Booking--22 Booking Search for a hotel in Amsterdam with a customer review score of 9 or higher, offering bicycle rentals, for a week-long stay from March 15 to March 22, for two adults. ai_generation_failure
repeated action ×1
390108 83 8.7s
webvoyagerx--Booking--1 Booking Find the cheapest available hotel room for a three night stay from Jan 1 in Jakarta. The room is for 2 adults, just answer the cheapest hotel room and the price. ai_generation_failure
repeated action ×1
341364 83 7.3s
webvoyagerx--Web Search--10 Web Search Find the top-ranked artist on the current weekly Billboard charts and list their 10 most played songs. browser_render_failure
72596 75 8.2s
webvoyagerx--BBC News--21 BBC News Identify the top headline in the World News section on BBC News and describe the region it is related to. SUCCESS
17801 17 2.5s
webvoyagerx--Amazon--10 Amazon Find the cost of a 2-year protection for the current PlayStation model on Amazon. grossly_incorrect
230414 53 9.5s
webvoyagerx--Allrecipes--14 Allrecipes Search for a recipe that includes \"chicken breast\" and \"quinoa\" with preparation time under 30 minutes on Allrecipes. bot_detection_blocked
0 11 7.3s
webvoyagerx--Amazon--1 Amazon Search for women's golf polos in M size, priced between $25 to $100, and identify the lowest priced among the results. grossly_incorrect
672991 98 12.3s
webvoyagerx--ESPN--1 ESPN Check the latest articles on ESPN for updates on any recent trades that occurred in the NBA. SUCCESS
130077 49 5.2s
webvoyagerx--Allrecipes--28 Allrecipes On Allrecipes, find a vegan brownie recipe that has at least 40 reviews and a rating of 4.5 or higher. Include the list of ingredients, total prep and cook time, and a brief overview of the preparation steps. bot_detection_blocked
19756 43 5.9s
webvoyagerx--Apple--0 Apple Compare the prices of the current models of MacBook Air available on Apple's website. SUCCESS
click timeout ×2
300442 115 5.9s
webvoyagerx--Web Search--35 Web Search Look up a recent research paper related to black holes published in the journal \"Nature Astronomy\". SUCCESS
187673 71 7.8s
webvoyagerx--Cambridge Dictionary--1 Cambridge Dictionary Find the pronunciation, definition, and a sample sentence for the word 'serendipity'. bot_detection_blocked
52755 58 6.5s
webvoyagerx--ESPN--30 ESPN Check out the NHL Standings for the current season on ESPN to see which teams are at the top and which are at the bottom in the Eastern and Western Conference. What about the situation in the Divisions. SUCCESS
stale refs ×2
195561 73 4.6s
webvoyagerx--Google Map--21 Google Map Identify a bus stop near the intersection of Elm Street and Oak Street in Massachusetts. SUCCESS
17227 34 3.4s
webvoyagerx--Google Flights--0 Google Flights Book a journey with return option on same day from Edinburgh to Manchester on December 28th and show me the lowest price option available. SUCCESS
316503 161 2.8s
webvoyagerx--Google Map--30 Google Map Locate a parking lot near the Brooklyn Bridge that open 24 hours. Review the user comments about it. SUCCESS
206780 137 2.9s
webvoyagerx--Wolfram Alpha--31 Wolfram Alpha Using Wolfram Alpha, determine the current temperature and wind speed in Chicago, IL. SUCCESS
32137 39 2.9s
webvoyagerx--Coursera--16 Coursera Identify a course on Coursera named 'Introduction to Finance: The Basics', who is the course instructor and what other courses does he/she teach. SUCCESS
stale refs ×1 click timeout ×1 scroll timeout ×2
467950 176 2.9s
webvoyagerx--Web Search--18 Web Search When and where the most recent World Cup was held, and which team was the winner? SUCCESS
8071 22 3.4s
webvoyagerx--ArXiv--17 ArXiv Find the paper 'GPT-4 Technical Report', when was a recent version submitted? SUCCESS
74580 41 2.2s
webvoyagerx--Wolfram Alpha--39 Wolfram Alpha Use Wolfram alpha to write the expression of the ellipse x^2 + 3 y^2 = 4 rotated 33 degrees counterclockwise. SUCCESS
stale refs ×2
250381 174 3.5s
webvoyagerx--Google Flights--2 Google Flights Find the lowest fare from all eligible one-way flights for 1 adult from JFK to Heathrow on January 22. SUCCESS
221893 113 4.0s
webvoyagerx--Google Flights--22 Google Flights Find a round-trip flight from Rio de Janeiro to Los Angeles, leaving on March 15 and returning on March 22, and select the option with the least carbon dioxide emissions. SUCCESS
click timeout ×1 repeated action ×1
330019 163 5.5s
webvoyagerx--Wolfram Alpha--1 Wolfram Alpha Provide a set of inequalities that define the inner region of a pentagram. SUCCESS
201261 110 7.3s
webvoyagerx--Wolfram Alpha--9 Wolfram Alpha Annual energy production of Diablo Canyon 2 in 2010. SUCCESS
25572 33 2.6s
webvoyagerx--Booking--32 Booking Look for hotels in Sydney from February 24 to February 27, on Booking. Once the Swimming Pool and Airport Shuttle filters are applied, what is the total number of hotels available? agent_gave_up_early
click timeout ×1
236840 56 8.1s
webvoyagerx--Cambridge Dictionary--27 Cambridge Dictionary Look up the meaning, pronunciation, and an example sentence of the word \"solitude\" using the Cambridge Dictionary. bot_detection_blocked
repeated action ×1
66962 77 4.2s
webvoyagerx--BBC News--15 BBC News What does the current headline in Natural Wonders tell about. SUCCESS
54712 33 2.7s
webvoyagerx--Amazon--12 Amazon Check reviews for a Ride On Car with 100+ reviews & 4+ stars rating on Amazon. Give me the top review about this Ride On Car. SUCCESS
271014 57 3.9s
webvoyagerx--ArXiv--33 ArXiv Query ArXiv for the latest research article in the category of Systems and Control under Computer Science. Summarize the main objective or hypothesis presented in the paper and provide the names of the authors. SUCCESS
51076 33 5.0s
webvoyagerx--ESPN--8 ESPN Find information on ESPN about the top three scoring leaders in the NBA for the current season, and note which teams they play for. SUCCESS
stale refs ×1
320693 112 3.8s
webvoyagerx--Allrecipes--19 Allrecipes Find a vegan lasagna recipe on Allrecipes that requires 10 ingredients or less and has feedback of more than 200 reviews. Provide a brief overview of the ingredient list and the total prep and cook time. bot_detection_blocked
0 11 8.6s
webvoyagerx--BBC News--0 BBC News Find a report on the BBC News website about recent developments in renewable energy technologies in the UK. SUCCESS
81502 49 4.5s
webvoyagerx--Google Map--0 Google Map Find 5 beauty salons with ratings greater than 4.8 in Seattle, WA. SUCCESS
485654 245 4.8s
webvoyagerx--ESPN--15 ESPN Check the scores of the NBA games played on December 25, last year. SUCCESS
click timeout ×2 repeated action ×1
380724 162 3.0s
webvoyagerx--GitHub--12 GitHub Retrieve the latest release from the 'electron/electron' repository on GitHub and note down the release version number and date. SUCCESS
44659 26 2.3s
webvoyagerx--Google Flights--31 Google Flights Find a one-way economy flight from Auckland to Honolulu on March 25, browse the full page and display a flight option with the most stops. SUCCESS
428526 210 3.9s
webvoyagerx--Google Flights--12 Google Flights Find the best-priced round-trip flight from New York to London leaving on December 25 and returning on January 5, with one stop or fewer. SUCCESS
click timeout ×1
649393 223 5.9s
webvoyagerx--Google Map--6 Google Map Find all Uniqlo locations in Chicago, IL. SUCCESS
17948 33 3.0s
webvoyagerx--Cambridge Dictionary--17 Cambridge Dictionary How many meanings of \"unblemished\" are given in Cambridge Dictionary? Please browse the page and give the number directly. The number should be a direct count from the dictionary entry. browser_render_failure
34435 35 10.3s
webvoyagerx--Wolfram Alpha--23 Wolfram Alpha Calculate the population growth rate of Canada from a recent period up to the current year using Wolfram Alpha. SUCCESS
click timeout ×1
340091 180 8.8s
webvoyagerx--ArXiv--0 ArXiv Search for the latest preprints about 'quantum computing'. SUCCESS
108809 39 3.1s
webvoyagerx--Coursera--10 Coursera Locate an introductory course related to artificial intelligence on Coursera, ensuring it's suitable for beginners and contains at least one module discussing Ethical Considerations. SUCCESS
stale refs ×5 click timeout ×3 scroll timeout ×1 repeated action ×1
898602 291 2.8s
webvoyagerx--Booking--9 Booking Find hotels for 2 adults in London with a price less than $250 for four days starting from December 25. You must browse the page and offer at least 3 options. browser_crash
0 11 8.3s