Update README.md

README.md

@@ -52,10 +52,10 @@ We evaluated Surfer-H on the [WebVoyager](https://arxiv.org/pdf/2401.13919) benc
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 We’ve tested multiple configurations, from GPT-4-powered agents to 100% open Holo1 setups. Among them, the fully Holo1-based agents offered the strongest tradeoff between accuracy and cost:
-- Surfer-H + Holo1-7B: 92.2% accuracy at only $0.13 per task
-- Surfer-H + GPT-4o: 84.3% at $0.71
-- Surfer-H + GPT-4.1-mini: 88.8% at $0.26
-- Surfer-H + Holo1-3B: 89.7% at $0.11
+- Surfer-H + Holo1-7B: 92.2% accuracy at $0.13 per task
+- Surfer-H + GPT-4.1: 92.0% at $0.54 per task
+- Surfer-H + Holo1-3B: 89.7% at $0.11 per task
+- Surfer-H + GPT-4.1-mini: 88.8% at $0.26 per task
 
 This places Holo1-powered agents on the Pareto frontier, delivering the best accuracy per dollar.
 Unlike other agents that rely on custom APIs or brittle wrappers, Surfer-H operates purely through the browser — just like a real user. Combined with Holo1, it becomes a powerful, general-purpose, cost-efficient web automation system.