UpTrain

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Output—per 1M tokens

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About

UpTrain is ranked #14 of 30 in AI LLM evaluation tools on Inferse. It runs on API, Self-hosted, Web.

Compared on AI LLM evaluation tools

Evaluation methods: preconfigured checks; custom prompt evaluations; custom Python evaluations; model-graded evaluations; classification; chain-of-thought classification; regression testing; experimentsuptrain.ai
Model support: OpenAI; Azure; Claude; Mistral; Together AI; Anyscale; Ollama; Hugging Face; Replicate; custom endpointsuptrain.ai
Safety evaluations: Yesuptrain.ai
Deployment: hybriduptrain.ai
Prompt versioning: Yesuptrain.ai
API access: Yesuptrain.ai

Facts

Product: UpTrain describes itself as an open-source platform for evaluating and improving LLM applications.docs.uptrain.ai · 2 Oct 2026
Evaluations: It provides scores for 20+ preconfigured evaluations and supports custom evaluations.docs.uptrain.ai · 2 Oct 2026
Failure analysis: UpTrain performs root cause analysis on failure cases and offers insights on how to resolve them.docs.uptrain.ai · 2 Oct 2026
Experimentation: The product supports systematic experiments with different configurations to help prevent regressions.github.com · 2 Oct 2026
Security checks: Its listed checks include prompt injection and jailbreak detection.github.com · 2 Oct 2026
Deployment: The UpTrain dashboard is web-based and can run locally; the repository says it is in beta.github.com · 2 Oct 2026
Data handling: The repository says evaluations and analysis run locally, except for LLM calls when using model-grading checks.github.com · 2 Oct 2026
License: The repository is published under the Apache 2.0 license.github.com · 2 Oct 2026
Integrations: The repository lists integrations including OpenAI Evals, LlamaIndex, Ollama, Langfuse, Qdrant, and Chroma.github.com · 2 Oct 2026
LLM providers: The documentation lists support for OpenAI, Azure, Claude, Mistral, Together AI, Anyscale, and Ollama.docs.uptrain.ai · 2 Oct 2026
Support: The documentation directs users to its Slack community for questions and requests.github.com · 2 Oct 2026
Intended users: The homepage describes the platform as serving developers, product managers, and business leaders.uptrain.ai · 2 Oct 2026
Product: UpTrain describes itself as a full-stack LLMOps platform for evaluating, experimenting on, and improving production LLM applications.uptrain.ai · 3 Oct 2026
Evaluations: The site says UpTrain includes 20+ predefined metrics and lets users define custom metrics.uptrain.ai · 3 Oct 2026
Regression testing: UpTrain says it automates testing after prompt, configuration, or code changes and supports prompt version rollback.uptrain.ai · 3 Oct 2026
Error analysis: The site says UpTrain isolates error cases, finds common patterns, and provides root cause analysis.uptrain.ai · 3 Oct 2026
Datasets: UpTrain says it can create diverse test sets and enrich existing datasets with edge cases captured in production.uptrain.ai · 3 Oct 2026
Safeguards: Listed checks include system prompt leaks, jailbreaks, and code leaks.uptrain.ai · 3 Oct 2026
Deployment: UpTrain says it can be hosted on a customer's cloud, including AWS and GCP.uptrain.ai · 3 Oct 2026
Open source: The company says its core evaluation framework is open source.uptrain.ai · 3 Oct 2026
Integrations: The official documentation describes integrations with LlamaIndex and Langfuse.docs.uptrain.ai · 3 Oct 2026
Model support: Official documentation provides evaluation guides for Ollama, Anyscale, Mistral, and Azure.docs.uptrain.ai · 3 Oct 2026
Privacy and security: The privacy policy says UpTrain uses administrative, managerial, and technical security measures and limits staff access to data on a need-to-know basis.uptrain.ai · 3 Oct 2026
Data handling: The privacy policy says selected files from connected cloud storage may be downloaded and stored in UpTrain's storage for reliability purposes.uptrain.ai · 3 Oct 2026
Audience: The homepage presents UpTrain for developers, product managers, managers, and business leaders working with LLM applications.uptrain.ai · 3 Oct 2026
Company: The privacy policy identifies the maker as UpTrain AI Inc.uptrain.ai · 3 Oct 2026
Company background: CB Insights lists UpTrain AI as founded in 2022 and based in San Francisco, California.cbinsights.com · 3 Oct 2026