
Claude Sonnet 5.5 vs GPT-6.1 Sol: Agent Test
Claude Sonnet 5.5 vs GPT-6.1 Sol on 10 tool-calling agent tasks, 3 runs each: accuracy, cost per task, latency and token overhead at the same $2/$10 price.
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Claude Sonnet 5.5 vs GPT-6.1 Sol on 10 tool-calling agent tasks, 3 runs each: accuracy, cost per task, latency and token overhead at the same $2/$10 price.
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Claude Code with other models benchmark: 11 models on SandBase, 6 Python repo tasks, 2 runs each, hidden tests. Pass rate, turns, time and list-price cost.
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Build a DataForSEO API keyword research agent in Python: keyword volume and difficulty, live SERPs, competitor rankings and an LLM plan, all via SandBase.
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Build a product research agent that checks TikTok Shop, Xiaohongshu and Douyin for one product, computes stats in Python and has GPT-6.1 Sol write the brief.
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Cheap LLM for AI agents benchmark: 22 models in 7 tier families, 17 tool tasks, 3 runs each. GPT-6 Luna scored 51/51 at about 1/20 of GPT-6.1 Sol's cost.
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Build a price comparison agent API workflow: Google product cards, Amazon and TikTok Shop listings, model-number matching in Python, GPT-6 Luna for edge cases.
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Build a product review analysis agent for TikTok Shop and Xiaohongshu, then check its labels against 40 hand-labeled reviews: GPT-6 Luna vs GPT-6.1 Sol.
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Build a public opinion monitoring agent for Weibo, Zhihu and Bilibili, then test GPT-6 Luna vs GPT-6.1 Sol on 50 hand-labeled posts for accuracy and cost.
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Best search API for research agents, measured: Exa, Tavily, Firecrawl, Cloudsway, Scholar and Exa Answer with GPT-6.1 Sol on 20 fresh questions, 3 runs each.
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