A comparative analysis of LLMs for browser agents in October 2026 highlights Claude Opus 5.5 as the top performer for success rate, with Claude Sonnet 5.5 offering a similar score at half the price. For budget-conscious users, Claude Haiku 5.5 and Gemini 3.8 Flash provide cost-effective solutions, while Holo4 from H Company is noted as the best open-weights option. The article emphasizes that vendor-specific scoring on OSWorld versions means these figures should be treated as individual claims rather than a unified ranking. AI
IMPACT Provides guidance for developers selecting LLMs for browser automation tasks, balancing performance, cost, and specific use cases.
RANK_REASON The article provides a comparative analysis and ranking of LLMs based on performance metrics and cost for a specific application (browser agents), drawing on vendor-provided data.
- .anthropic
- Claude Fable 5-1
- Claude Haiku 5.5
- Claude Opus 5.5
- Claude Sonnet 5.5
- Gemini 3.8 Flash
- Gemini 4 Argon
- GPT -6 Astra
- GPT-6 Luna
- Gray Swan
- H Company
- Holo4
- .openai
- OSWorld
AI-generated summary · Google Gemini · from 8 sources. How we write summaries →