Agent Reports
Final evaluation results (3 repetitions, merged). Sorted by pass rate per agent.
Gemini 3 Flash w/ Browser Use 873/1,260 · 69.3%
EnvironmentScorePass Rate
Personal Wallet PayPal report 124/140
88.6%
Clinical Records Elation EHR report 98/120
81.7%
Prescription Mgmt Elation EHR report 97/120
80.8%
Accounting & Invoicing Xero report 97/120
80.8%
Email Management Gmail report 45/60
75.0%
Account Settings Linear report 88/120
73.3%
Project Planning GitLab report 89/140
63.6%
Accounts & Contacts Gmail report 74/120
61.7%
Career Exploration Handshake report 101/200
50.5%
Email Client Superhuman report 60/120
50.0%
Qwen-3.5-Plus 608/1,260 · 48.3%
EnvironmentScorePass Rate
Personal Wallet PayPal report 100/140
71.4%
Account Settings Linear report 79/120
65.8%
Email Management Gmail report 34/60
56.7%
Accounting & Invoicing Xero report 67/120
55.8%
Clinical Records Elation EHR report 65/120
54.2%
Career Exploration Handshake report 101/200
50.5%
Prescription Mgmt Elation EHR report 50/120
41.7%
Project Planning GitLab report 52/140
37.1%
Accounts & Contacts Gmail report 40/120
33.3%
Email Client Superhuman report 31/120
25.8%
Kimi-k2.5 545/1,260 · 43.3%
EnvironmentScorePass Rate
Personal Wallet PayPal report 99/140
70.7%
Email Management Gmail report 42/60
70.0%
Account Settings Linear report 65/120
54.2%
Accounting & Invoicing Xero report 63/120
52.5%
Career Exploration Handshake report 100/200
50.0%
Clinical Records Elation EHR report 60/120
50.0%
Accounts & Contacts Gmail report 48/120
40.0%
Project Planning GitLab report 55/140
39.3%
Prescription Mgmt Elation EHR report 28/120
23.3%
Email Client Superhuman report 18/120
15.0%