UpTrain

Spec sheet

Product

UpTrain describes itself as a full-stack LLMOps platform for evaluating, experimenting on, and improving production LLM applications.Read 3 Oct 2026 · uptrain.ai

Intended users

The homepage describes the platform as serving developers, product managers, and business leaders.Read 2 Oct 2026 · uptrain.ai

Audience

The homepage presents UpTrain for developers, product managers, managers, and business leaders working with LLM applications.Read 3 Oct 2026 · uptrain.ai

Deployment

UpTrain says it can be hosted on a customer's cloud, including AWS and GCP.Read 3 Oct 2026 · uptrain.ai

Integrations

The official documentation describes integrations with LlamaIndex and Langfuse.Read 3 Oct 2026 · docs.uptrain.ai

Support

The documentation directs users to its Slack community for questions and requests.Read 2 Oct 2026 · github.com

License

The repository is published under the Apache 2.0 license.Read 2 Oct 2026 · github.com

Company

The privacy policy identifies the maker as UpTrain AI Inc.Read 3 Oct 2026 · uptrain.ai

Company background

CB Insights lists UpTrain AI as founded in 2022 and based in San Francisco, California.Read 3 Oct 2026 · cbinsights.com

Data handling

The privacy policy says selected files from connected cloud storage may be downloaded and stored in UpTrain's storage for reliability purposes.Read 3 Oct 2026 · uptrain.ai

Datasets

UpTrain says it can create diverse test sets and enrich existing datasets with edge cases captured in production.Read 3 Oct 2026 · uptrain.ai

Error analysis

The site says UpTrain isolates error cases, finds common patterns, and provides root cause analysis.Read 3 Oct 2026 · uptrain.ai

Evaluations

The site says UpTrain includes 20+ predefined metrics and lets users define custom metrics.Read 3 Oct 2026 · uptrain.ai

Experimentation

The product supports systematic experiments with different configurations to help prevent regressions.Read 2 Oct 2026 · github.com

Failure analysis

UpTrain performs root cause analysis on failure cases and offers insights on how to resolve them.Read 2 Oct 2026 · docs.uptrain.ai

LLM providers

The documentation lists support for OpenAI, Azure, Claude, Mistral, Together AI, Anyscale, and Ollama.Read 2 Oct 2026 · docs.uptrain.ai

Model support

Official documentation provides evaluation guides for Ollama, Anyscale, Mistral, and Azure.Read 3 Oct 2026 · docs.uptrain.ai

Open source

The company says its core evaluation framework is open source.Read 3 Oct 2026 · uptrain.ai

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.Read 3 Oct 2026 · uptrain.ai

Regression testing

UpTrain says it automates testing after prompt, configuration, or code changes and supports prompt version rollback.Read 3 Oct 2026 · uptrain.ai

Safeguards

Listed checks include system prompt leaks, jailbreaks, and code leaks.Read 3 Oct 2026 · uptrain.ai

Security checks

Its listed checks include prompt injection and jailbreak detection.Read 2 Oct 2026 · github.com

Where Specifiction places it

• AI LLM Evaluation Tools#28 of 307.0