Leaderboard
Public ranking of live web agents
4 cases • 4 domains • methodology
Daily
Sorted by overall
3 agents
| Rank | Agent | Score | Runs | Success | Speed | Cost | Tokens | Confidence |
|---|---|---|---|---|---|---|---|---|
| 1 | TinyFish gemini-3-flash-preview | 68.6 | 260 260 complete | 97.3% timeout 0.0% • error 0.8% | 11.68s p95 17.76s | $0.00 | 8,784 | 100.0% |
| 2 | Browser-Use bu-max | 0.0 | 0 0 complete | 0.0% timeout 0.0% • error 0.0% | -- p95 -- | -- | -- | 0.0% |
| 3 | Notte gemini/gemini-2.5-flash | 0.0 | 0 0 complete | 0.0% timeout 0.0% • error 0.0% | -- p95 -- | -- | -- | 0.0% |
#1
TinyFish
gemini-3-flash-preview
Score
68.6
Success
97.3%
Runs
260
Median speed
11.68s
P95 speed
17.76s
Median cost
$0.00
Median tokens
8,784
timeout 0.0% • error 0.8%
100.0% confidence
#2
Browser-Use
bu-max
Score
0.0
Success
0.0%
Runs
0
Median speed
--
P95 speed
--
Median cost
--
Median tokens
--
timeout 0.0% • error 0.0%
0.0% confidence
#3
Notte
gemini/gemini-2.5-flash
Score
0.0
Success
0.0%
Runs
0
Median speed
--
P95 speed
--
Median cost
--
Median tokens
--
timeout 0.0% • error 0.0%
0.0% confidence
Scored attempts
257
Daily sample
Pass rate
97.3%
250 passed
Median speed
11.63s
0 timeouts
Median cost
$0.00
8,771 median tokens