Agent Evaluation Report

Eval ID
pilo-batch-github-eval-tvz5r
Generated
2026-05-15T02:17:38.795Z
Agent Type
pilo
Build ID
dedb00c2d6dd2ed3db8a6beb540cec2cb695bae8
Build Date
2026-05-14T08:24:00-07:00
LLM Provider
vertex
Model
gemini-2.5-flash
Browser
chrome
97 / 97
Completed Tasks
69
Successful (Verdict)
71%
Success Rate
19265068
Total Tokens
7657
Total Events

Failure Classifications

stale_element_refs: 4
browser_render_failure: 7
grossly_incorrect: 2
browser_crash: 4
ai_generation_failure: 6
element_interaction_failed: 1
content_not_rendered: 1
bot_detection_blocked: 1
close_but_rejected: 1
agent_gave_up_early: 1

69 successful, 28 failed — failures.txtanalysis-summary.md

Task Results

Task ID Website Question Verdict Tokens Events Duration
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. SUCCESS
215907 74 3.2s
webvoyagerx--Amazon--0 Amazon Search an Xbox Wireless controller with a green color and a rating above 4 stars. SUCCESS
196966 56 3.4s
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. stale_element_refs
stale refs ×4 click timeout ×6 scroll timeout ×1 consec errors=5
1072760 361 4.5s
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
440319 201 4.8s
webvoyagerx--Google Map--21 Google Map Identify a bus stop near the intersection of Elm Street and Oak Street in Massachusetts. SUCCESS
59501 74 3.0s
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
47656 33 3.4s
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
67381 39 3.0s
webvoyagerx--BBC News--15 BBC News What does the current headline in Natural Wonders tell about. SUCCESS
46658 33 2.8s
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. stale_element_refs
stale refs ×4 click timeout ×1 consec errors=5
581011 228 4.3s
webvoyagerx--BBC News--13 BBC News Search for recent news related to Trump and summarize the main points. SUCCESS
99239 53 2.8s
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. SUCCESS
92858 41 4.1s
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
83360 70 15.4s
webvoyagerx--Apple--0 Apple Compare the prices of the current models of MacBook Air available on Apple's website. SUCCESS
94955 41 2.1s
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. grossly_incorrect
31619 25 8.9s
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. SUCCESS
129629 47 3.6s
webvoyagerx--Huggingface--23 Huggingface Identify three innovative and widely recognized open-source NLP models for automatic speech recognition released recently on Huggingface. SUCCESS
stale refs ×7
462649 168 5.4s
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. browser_crash
0 1 6.9s
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
447089 159 2.8s
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
105160 63 2.5s
webvoyagerx--Web Search--27 Web Search Check the current air quality index in Paris. SUCCESS
26492 31 2.7s
webvoyagerx--ArXiv--12 ArXiv Find the arXiv store in the Help section and determine how many styles of official arXiv merchandise are available. SUCCESS
60700 57 2.4s
webvoyagerx--BBC News--28 BBC News Find the Market Data section on BBC News and tell me which company the data comes from. SUCCESS
124088 48 2.3s
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
237064 115 14.0s
webvoyagerx--Cambridge Dictionary--0 Cambridge Dictionary Look up the pronunciation and definition of the word \"sustainability\" on the Cambridge Dictionary. browser_render_failure
133392 101 11.2s
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. ai_generation_failure
repeated action ×1
377510 83 9.6s
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
click timeout ×2
763345 251 4.3s
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. SUCCESS
61759 52 3.0s
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. browser_render_failure
148989 64 8.2s
webvoyagerx--Web Search--2 Web Search Search for the latest news title about the NBA team the Los Angeles Lakers. SUCCESS
83309 58 3.2s
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. element_interaction_failed
stale refs ×4
142944 84 11.0s
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
101545 49 3.6s
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
60018 39 4.5s
webvoyagerx--Cambridge Dictionary--25 Cambridge Dictionary Find two distinct meanings of the word \"harmony\" in the Cambridge Dictionary. browser_render_failure
71288 61 7.1s
webvoyagerx--Allrecipes--1 Allrecipes Find a recipe for a vegetarian lasagna that has at least a four-star rating and uses zucchini. SUCCESS
322151 132 2.9s
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
scroll timeout ×4
388660 195 5.2s
webvoyagerx--Wolfram Alpha--9 Wolfram Alpha Annual energy production of Diablo Canyon 2 in 2010. SUCCESS
73173 63 3.0s
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. SUCCESS
100490 41 9.3s
webvoyagerx--GitHub--14 GitHub Locate the repository for the open-source project \"vscode\" and identify the top three contributors. SUCCESS
48719 32 2.1s
webvoyagerx--ESPN--1 ESPN Check the latest articles on ESPN for updates on any recent trades that occurred in the NBA. SUCCESS
419149 89 4.0s
webvoyagerx--Huggingface--33 Huggingface List three hugging face docs. How many GitHub stars have they earned? SUCCESS
115329 89 3.4s
webvoyagerx--Google Flights--1 Google Flights Show me the list of one-way flights today from Chicago to Paris. content_not_rendered
stale refs ×3
723255 274 11.3s
webvoyagerx--ArXiv--10 ArXiv Visit ArXiv Help on how to withdraw an article if the submission is not yet announced. SUCCESS
44660 39 4.0s
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? bot_detection_blocked
0 11 9.6s
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. stale_element_refs
stale refs ×4 consec errors=5
281876 81 3.8s
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
33615 25 4.6s
webvoyagerx--Web Search--18 Web Search When and where the most recent World Cup was held, and which team was the winner? SUCCESS
43563 39 3.2s
webvoyagerx--Web Search--0 Web Search Find the initial release date for Guardians of the Galaxy Vol. 3 the movie. SUCCESS
320796 36 2.9s
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 ×1
394719 153 4.0s
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
120673 41 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
216785 49 3.3s
webvoyagerx--Web Search--10 Web Search Find the top-ranked artist on the current weekly Billboard charts and list their 10 most played songs. SUCCESS
644213 86 2.3s
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
256626 55 3.0s
webvoyagerx--Wolfram Alpha--31 Wolfram Alpha Using Wolfram Alpha, determine the current temperature and wind speed in Chicago, IL. SUCCESS
32294 39 2.9s
webvoyagerx--GitHub--27 GitHub Find a Ruby repository on GitHub that has been updated recently and has at least 1000 stars. SUCCESS
click timeout ×4
296663 146 3.4s
webvoyagerx--ESPN--0 ESPN Look up the current standings for the NBA Eastern Conference on ESPN. browser_crash
0 1 4.0s
webvoyagerx--GitHub--40 GitHub Select Sign up on the GitHub homepage to see if email 'test123@gmail.com' already exists. SUCCESS
34570 33 9.0s
webvoyagerx--Huggingface--3 Huggingface Look for a popular model with a cc-by-sa-4.0 license on Hugging Face. stale_element_refs
stale refs ×4 consec errors=5
168853 82 4.2s
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
stale refs ×4
541732 172 12.8s
webvoyagerx--Apple--21 Apple Identify the available storage options for the current generation iPad Pro on the Apple website. SUCCESS
stale refs ×4
270194 106 2.2s
webvoyagerx--Allrecipes--14 Allrecipes Search for a recipe that includes \"chicken breast\" and \"quinoa\" with preparation time under 30 minutes on Allrecipes. SUCCESS
142774 58 2.8s
webvoyagerx--GitHub--23 GitHub Find the wiki page of ohmyzsh on GitHub and explain how to change its theme. SUCCESS
84212 48 4.1s
webvoyagerx--Amazon--10 Amazon Find the cost of a 2-year protection for the current PlayStation model on Amazon. browser_render_failure
0 7 10.1s
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
repeated action ×1
366414 75 6.3s
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. close_but_rejected
343442 113 18.1s
webvoyagerx--Wolfram Alpha--1 Wolfram Alpha Provide a set of inequalities that define the inner region of a pentagram. SUCCESS
219305 113 3.0s
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
74364 66 3.8s
webvoyagerx--Google Map--6 Google Map Find all Uniqlo locations in Chicago, IL. SUCCESS
52844 64 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. browser_render_failure
click timeout ×1
103661 59 13.7s
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. browser_crash
0 1 5.2s
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
click timeout ×1
554350 201 3.7s
webvoyagerx--Web Search--1 Web Search Find Kevin Durant's bio SUCCESS
51168 60 2.5s
webvoyagerx--Web Search--35 Web Search Look up a recent research paper related to black holes published in the journal \"Nature Astronomy\". SUCCESS
180585 71 4.5s
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
88004 79 3.8s
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 ×4 click timeout ×1
312618 104 4.4s
webvoyagerx--Cambridge Dictionary--27 Cambridge Dictionary Look up the meaning, pronunciation, and an example sentence of the word \"solitude\" using the Cambridge Dictionary. browser_render_failure
click timeout ×1
84642 64 9.0s
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
341757 83 9.4s
webvoyagerx--ArXiv--6 ArXiv How many figures and tables are in the paper \"On the Sentence Embeddings from Pre-trained Language Models\"? agent_gave_up_early
128412 56 11.3s
webvoyagerx--ESPN--37 ESPN Check out LeBron James' career stats to see how many games he has played. SUCCESS
133349 47 2.6s
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
109650 63 3.8s
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. ai_generation_failure
266863 56 16.4s
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
83884 40 3.1s
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
170005 72 2.9s
webvoyagerx--Apple--31 Apple On Apple's website, what is the slogan for the latest Apple Watch Series? SUCCESS
35050 25 3.3s
webvoyagerx--Google Map--4 Google Map Plan a trip from Boston Logan Airport to North Station. SUCCESS
66719 71 7.0s
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. SUCCESS
repeated action ×1
936900 162 3.7s
webvoyagerx--Booking--0 Booking Find a Mexico hotel with deals for December 25-26. ai_generation_failure
repeated action ×1
303487 83 7.1s
webvoyagerx--ESPN--15 ESPN Check the scores of the NBA games played on December 25, last year. ai_generation_failure
repeated action ×1
253550 115 7.5s
webvoyagerx--ArXiv--0 ArXiv Search for the latest preprints about 'quantum computing'. SUCCESS
repeated action ×1
418422 89 2.6s
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
36691 25 3.5s
webvoyagerx--Google Map--12 Google Map Find 5 current burger-serving establishments near the 44012 zip code and sort them by highest rating. SUCCESS
83221 88 6.1s
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
81809 41 4.3s
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. browser_crash
0 1 5.8s
webvoyagerx--Wolfram Alpha--0 Wolfram Alpha derivative of x^2 when x=5.6 SUCCESS
32807 39 2.2s
webvoyagerx--Google Map--0 Google Map Find 5 beauty salons with ratings greater than 4.8 in Seattle, WA. SUCCESS
stale refs ×2
320316 195 3.8s
webvoyagerx--ArXiv--17 ArXiv Find the paper 'GPT-4 Technical Report', when was a recent version submitted? SUCCESS
61788 33 2.2s
webvoyagerx--Cambridge Dictionary--1 Cambridge Dictionary Find the pronunciation, definition, and a sample sentence for the word 'serendipity'. SUCCESS
click timeout ×2
95440 72 2.7s
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
86647 49 3.7s