Agent Evaluation Report

Eval ID
pilo-batch-github-eval-p5kxm
Generated
2026-05-15T23:30:30.672Z
Agent Type
pilo
Build ID
fb16aafcdf0d910fce9616133894482f2c7497fc
Build Date
2026-05-15T14:11:25-07:00
LLM Provider
vertex
Model
gemini-2.5-flash
Browser
chrome
96 / 96
Completed Tasks
71
Successful (Verdict)
74%
Success Rate
22316937
Total Tokens
7916
Total Events

Failure Classifications

ai_generation_failure: 4
grossly_incorrect: 5
bot_detection_blocked: 8
browser_render_failure: 6
content_not_rendered: 2

71 successful, 25 failed — failures.txtanalysis-summary.md

Task Results

Task ID Website Question Verdict Tokens Events Duration
webvoyagerx--Booking--0 Booking Find a Mexico hotel with deals for December 25-26. ai_generation_failure
click timeout ×1 repeated action ×1
425125 91 8.0s
webvoyagerx--ESPN--0 ESPN Look up the current standings for the NBA Eastern Conference on ESPN. SUCCESS
stale refs ×3
201654 79 3.9s
webvoyagerx--BBC News--28 BBC News Find the Market Data section on BBC News and tell me which company the data comes from. SUCCESS
133613 47 3.7s
webvoyagerx--BBC News--13 BBC News Search for recent news related to Trump and summarize the main points. SUCCESS
343042 183 2.8s
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
50622 33 4.0s
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
click timeout ×1 scroll timeout ×2
341679 146 3.1s
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
stale refs ×1 click timeout ×2 scroll timeout ×1
348629 138 4.0s
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
231278 49 9.2s
webvoyagerx--BBC News--15 BBC News What does the current headline in Natural Wonders tell about. grossly_incorrect
88937 48 9.7s
webvoyagerx--Wolfram Alpha--1 Wolfram Alpha Provide a set of inequalities that define the inner region of a pentagram. SUCCESS
35035 39 7.3s
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. SUCCESS
stale refs ×2
123429 65 6.6s
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
13606 34 8.5s
webvoyagerx--Apple--21 Apple Identify the available storage options for the current generation iPad Pro on the Apple website. SUCCESS
178336 81 2.9s
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
42803 47 4.2s
webvoyagerx--ArXiv--10 ArXiv Visit ArXiv Help on how to withdraw an article if the submission is not yet announced. SUCCESS
63172 39 3.8s
webvoyagerx--Huggingface--33 Huggingface List three hugging face docs. How many GitHub stars have they earned? SUCCESS
264715 127 3.8s
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
86291 57 4.1s
webvoyagerx--Cambridge Dictionary--0 Cambridge Dictionary Look up the pronunciation and definition of the word \"sustainability\" on the Cambridge Dictionary. bot_detection_blocked
52473 58 5.3s
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
stale refs ×2 click timeout ×1 scroll timeout ×3
599153 209 2.6s
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
14284 34 7.4s
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
48315 33 3.6s
webvoyagerx--Amazon--10 Amazon Find the cost of a 2-year protection for the current PlayStation model on Amazon. SUCCESS
484836 111 5.7s
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. bot_detection_blocked
59577 67 4.2s
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
221813 130 3.7s
webvoyagerx--Google Flights--1 Google Flights Show me the list of one-way flights today from Chicago to Paris. SUCCESS
323816 160 6.5s
webvoyagerx--Allrecipes--1 Allrecipes Find a recipe for a vegetarian lasagna that has at least a four-star rating and uses zucchini. SUCCESS
60357 68 3.7s
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
50866 33 6.9s
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
18845 43 7.3s
webvoyagerx--ESPN--15 ESPN Check the scores of the NBA games played on December 25, last year. ai_generation_failure
repeated action ×1
203925 107 7.3s
webvoyagerx--Apple--31 Apple On Apple's website, what is the slogan for the latest Apple Watch Series? SUCCESS
11325 17 3.0s
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. browser_render_failure
0 11 10.8s
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
58033 57 3.2s
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
129539 57 4.0s
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. SUCCESS
232694 58 12.1s
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. content_not_rendered
0 11 9.5s
webvoyagerx--Wolfram Alpha--31 Wolfram Alpha Using Wolfram Alpha, determine the current temperature and wind speed in Chicago, IL. SUCCESS
45501 47 3.5s
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
238865 98 7.3s
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. browser_render_failure
0 11 7.9s
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
79968 34 2.8s
webvoyagerx--Web Search--10 Web Search Find the top-ranked artist on the current weekly Billboard charts and list their 10 most played songs. SUCCESS
463256 72 2.6s
webvoyagerx--Apple--0 Apple Compare the prices of the current models of MacBook Air available on Apple's website. SUCCESS
scroll timeout ×1
117529 56 2.6s
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
253826 57 3.8s
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
45972 33 3.9s
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
17876 17 3.2s
webvoyagerx--Web Search--2 Web Search Search for the latest news title about the NBA team the Los Angeles Lakers. SUCCESS
8126 22 3.1s
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
266091 88 4.3s
webvoyagerx--Web Search--35 Web Search Look up a recent research paper related to black holes published in the journal \"Nature Astronomy\". SUCCESS
73031 47 4.6s
webvoyagerx--Web Search--1 Web Search Find Kevin Durant's bio SUCCESS
click timeout ×2
3265046 95 4.1s
webvoyagerx--Huggingface--23 Huggingface Identify three innovative and widely recognized open-source NLP models for automatic speech recognition released recently on Huggingface. SUCCESS
473505 179 6.2s
webvoyagerx--GitHub--40 GitHub Select Sign up on the GitHub homepage to see if email 'test123@gmail.com' already exists. SUCCESS
35320 33 4.0s
webvoyagerx--Google Map--4 Google Map Plan a trip from Boston Logan Airport to North Station. grossly_incorrect
47804 57 13.3s
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
click timeout ×1
483254 146 6.0s
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
59605 67 6.6s
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 ×6 scroll timeout ×3
859611 282 4.9s
webvoyagerx--Wolfram Alpha--0 Wolfram Alpha derivative of x^2 when x=5.6 SUCCESS
26802 33 2.5s
webvoyagerx--GitHub--14 GitHub Locate the repository for the open-source project \"vscode\" and identify the top three contributors. SUCCESS
60203 32 2.4s
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
repeated action ×1
808789 114 10.5s
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
389688 196 4.7s
webvoyagerx--ArXiv--6 ArXiv How many figures and tables are in the paper \"On the Sentence Embeddings from Pre-trained Language Models\"? SUCCESS
stale refs ×6 repeated action ×2
669222 333 3.1s
webvoyagerx--Google Map--0 Google Map Find 5 beauty salons with ratings greater than 4.8 in Seattle, WA. SUCCESS
113304 106 7.4s
webvoyagerx--Web Search--27 Web Search Check the current air quality index in Paris. SUCCESS
63894 49 3.9s
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
69108 82 11.3s
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
252165 88 4.5s
webvoyagerx--Cambridge Dictionary--1 Cambridge Dictionary Find the pronunciation, definition, and a sample sentence for the word 'serendipity'. browser_render_failure
44752 40 10.4s
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. grossly_incorrect
43701 47 8.6s
webvoyagerx--Google Map--12 Google Map Find 5 current burger-serving establishments near the 44012 zip code and sort them by highest rating. SUCCESS
35673 47 3.9s
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. ai_generation_failure
click timeout ×1 repeated action ×1
423800 91 8.3s
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
stale refs ×4 click timeout ×1 scroll timeout ×1
472880 154 2.5s
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
106051 41 4.0s
webvoyagerx--ESPN--1 ESPN Check the latest articles on ESPN for updates on any recent trades that occurred in the NBA. SUCCESS
stale refs ×2
315768 114 5.0s
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
click timeout ×2
279204 146 2.5s
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 ×3 repeated action ×1
1269045 311 6.4s
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. content_not_rendered
click timeout ×1
558827 217 12.3s
webvoyagerx--Amazon--0 Amazon Search an Xbox Wireless controller with a green color and a rating above 4 stars. SUCCESS
248043 63 3.3s
webvoyagerx--Google Map--21 Google Map Identify a bus stop near the intersection of Elm Street and Oak Street in Massachusetts. SUCCESS
17089 33 3.4s
webvoyagerx--ArXiv--0 ArXiv Search for the latest preprints about 'quantum computing'. SUCCESS
363947 69 4.2s
webvoyagerx--GitHub--23 GitHub Find the wiki page of ohmyzsh on GitHub and explain how to change its theme. SUCCESS
stale refs ×3
222176 64 5.5s
webvoyagerx--Web Search--18 Web Search When and where the most recent World Cup was held, and which team was the winner? SUCCESS
7850 22 4.9s
webvoyagerx--Cambridge Dictionary--25 Cambridge Dictionary Find two distinct meanings of the word \"harmony\" in the Cambridge Dictionary. browser_render_failure
33316 32 9.5s
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
510610 210 3.7s
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
65815 39 7.2s
webvoyagerx--ArXiv--17 ArXiv Find the paper 'GPT-4 Technical Report', when was a recent version submitted? SUCCESS
61804 33 3.2s
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
464063 155 4.3s
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
90818 57 5.0s
webvoyagerx--Wolfram Alpha--9 Wolfram Alpha Annual energy production of Diablo Canyon 2 in 2010. SUCCESS
25871 33 2.5s
webvoyagerx--Google Map--6 Google Map Find all Uniqlo locations in Chicago, IL. SUCCESS
18424 33 2.7s
webvoyagerx--GitHub--27 GitHub Find a Ruby repository on GitHub that has been updated recently and has at least 1000 stars. SUCCESS
click timeout ×2
349915 169 3.9s
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? browser_render_failure
0 11 11.0s
webvoyagerx--Web Search--0 Web Search Find the initial release date for Guardians of the Galaxy Vol. 3 the movie. SUCCESS
8439 23 2.7s
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
0 11 9.9s
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
stale refs ×7 scroll timeout ×1
397659 153 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
41176 67 5.1s
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
91033 57 4.1s
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
379367 83 8.6s
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
452105 209 3.3s
webvoyagerx--ESPN--37 ESPN Check out LeBron James' career stats to see how many games he has played. SUCCESS
88538 41 2.9s