AI · alternatives · 2026
24 alternatives to Llog
Analytics and insights from your LLM model
Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Llog launched in 2023; newer entries below may have overtaken it.
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LLM SEO Monitor▲526Monitor what ChatGPT, Google Gemini and Claude recommend
2025 · llmseomonitor.com · its alternatives →
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LLM SEO Report▲314Check your brand's visibility on ChatGPT and Google Gemini
2025 · llmseoreport.com · its alternatives →
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Langfuse▲771Open source tracing and analytics for LLM applications
2023 · langfuse.com · its alternatives →
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Get deep insights and evaluate your LLM application data
2025 · langfuse.com · its alternatives →
- 7LLM Stats▲308
Compare API models by benchmarks, cost & capabilities
Oct 2025 · llm-stats.com · its alternatives →
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Evaluate & optimize your LLM performance with DSPy
2024 · its alternatives →
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Open source Google Reviews analyzer project using LLM
2023 · its alternatives →
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Trails▲81Automated insights from LLM agent runs
Jan 2026 · trails-red.vercel.app · its alternatives →
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- 17IG
2024 · columns.ai · its alternatives →
- 18GF
Hi HN, we’re Jamie and Matti, co-founders of Twigg. During our master’s we continually found the same pain points cropping up when using LLMs. The linear nature of typical LLMs interfaces - like ChatGPT and Claude - made it really easy to get lost without any easy way to visualise or navigate your project. Worst of all, none of them are well suited for long term projects. We found ourselves spending days using the same chat, only for it to eventually break. Transferring context from one chat to another is also cumbersome. We decided to build something more intuitive to the ways humans think.…
Oct 2025 · twigg.ai · its alternatives →
- 19GI
Hey HN! We are Patrick & Chris, bootstrapped co-founders of GA Insights (https://www.ga-insights.com) - a simple way of getting reports and alerts for your tools inside Slack and Teams. We started as a technical tool to monitor client accounts in Slack, interfacing with Microsoft Azure insights, and then pivoted to supporting business intelligence tools like Google Analytics and Google Search Console. The idea was born out of the angst that we had experienced using disparate tools to monitor our metrics, client & to share information. Google Analytics has an ever-evolving interface…
2020 · its alternatives →
- 20PT
Hello HN! Pierre and Paul here. We are building an open source text analytics tool for user inputs and LLM app outputs The repo is https://github.com/phospho-app/phospho and landing is https://phospho.ai Most people building with LLMs today don’t have quantified evaluation and usage metrics on the interactions between users and their product. The only solution is to read every message (or a sample) to get a sense of what is going on. You can't improve your product without understanding who your users are and how they are using it. Nobody would launch a website…
2024 · github.com · its alternatives →
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To know what models don't say out loud. Contribute to ninjahawk/Subtext development by creating an account on GitHub.
Jul 2026 · github.com · its alternatives →
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Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →