Best Log10 Alternatives in 2026
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Companies of all sizes use Confident AI justify why their LLM deserves to be in production.
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GetLogit: The all-in-one AI platform. Features writing, image, chatbot, speech & code tools. Boost productivity for all.
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Literal AI: Observability & Evaluation for RAG & LLMs. Debug, monitor, optimize performance & ensure production-ready AI apps.
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LangWatch provides an easy, open-source platform to improve and iterate on your current LLM pipelines, as well as mitigating risks such as jailbreaking, sensitive data leaks and hallucinations.
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LLMate provides AI-powered Chat Mates that help you make sense of your marketing data in simple English. Think ChatGPT, but specialized in marketing data for you.
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Traceloop is an observability tool for LLM apps. Real-time monitoring, backtesting, instant alerts. Supports multiple providers. Ensure reliable LLM deployments.
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Deepchecks: The end-to-end platform for LLM evaluation. Systematically test, compare, & monitor your AI apps from dev to production. Reduce hallucinations & ship faster.
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Langtrace AI is an open-source observability tool for monitoring, evaluating and improving LLM apps, providing end-to-end visibility, security and integration to optimize performance and build with confidence.
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Unlock the full potential of LLM Spark, a powerful AI application that simplifies building AI apps. Test, compare, and deploy with ease.
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OpenLIT is an open-source LLM and GPU observability tool built on OpenTelemetry. It offers tracing, metrics, and a playground to debug and improve LLM apps. Supports 20+ integrations like OpenAI, LangChain, and exports data to your existing observability tools
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Manage your prompts, evaluate your chains, quickly build production-grade applications with Large Language Models.
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LLM Outputs detects hallucinations in structured data from LLMs. It supports formats like JSON, CSV, XML. Offers real-time alerts, integrates easily. Targets various use cases. Has free and enterprise plans. Ensures data integrity.
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PromptTools is an open-source platform that helps developers build, monitor, and improve LLM applications through experimentation, evaluation, and feedback.
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LLMO Metrics: Track & optimize your brand's visibility in AI answers. Ensure ChatGPT, Gemini, & Copilot recommend your business. Master AEO.
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AI powers your most impactful applications. WhyLabs gives you the tools to ensure these applications are secure, reliable, and performant.
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Ship AI features faster with MegaLLM's unified gateway. Access Claude, GPT-5, Gemini, Llama, and 70+ models through a single API. Built-in analytics, smart fallbacks, and usage tracking included.
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We're in Public Preview now! Teammate Lang is all-in-one solution for LLM App developers and operations. No-code editor, Semantic Cache, Prompt version management, LLM data platform, A/B testing, QA, Playground with 20+ models including GPT, PaLM, Llama, Cohere.
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Call all LLM APIs using the OpenAI format. Use Bedrock, Azure, OpenAI, Cohere, Anthropic, Ollama, Sagemaker, HuggingFace, Replicate (100+ LLMs)
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Get an actionable audit of your website to help you rank higher in LLMs like ChatGPT and Google's AI Overview. We are one of the first products built to help you monitor and increase your brand's visibility & ranking in both LLMs and Generative Engines.
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LLime is a powerful software with customizable AI assistants for every department. Boost productivity with simple setup, secure data, and custom models.
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Flowstack: Monitor LLM usage, analyze costs, & optimize performance. Supports OpenAI, Anthropic, & more.
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Debug LLMs faster with Okareo. Identify errors, monitor performance, & fine-tune for optimal results. AI development made easy.
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Stop guessing your AI search rank. LLMrefs tracks keywords in ChatGPT, Gemini & more. Get your LLMrefs Score & outrank competitors!
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Evaluate & improve your LLM applications with RagMetrics. Automate testing, measure performance, and optimize RAG systems for reliable results.
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Real-time Klu.ai data powers this leaderboard for evaluating LLM providers, enabling selection of the optimal API and model for your needs.
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Revolutionize LLM development with LLM-X! Seamlessly integrate large language models into your workflow with a secure API. Boost productivity and unlock the power of language models for your projects.
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Cleanlab adds automation and trust to every data point going in and every prediction coming out of AI and GenAI solutions.
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Beat competitors in ChatGPT, Google AI Mode, Google AI Overviews and beyond with best-in-class AI search analytics for marketing teams
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Struggling to ship reliable LLM apps? Parea AI helps AI teams evaluate, debug, & monitor your AI systems from dev to production. Ship with confidence.
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Opik: The open-source platform to debug, evaluate, and optimize your LLM, RAG, and agentic applications for production.