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Tech riderRev. 22 Sept 2026

UpTrain

Ch 206.7of 30 AI LLM Evaluation Tools
  1. 1Runs onAPI, self-hosted, Web
  2. 2CostsNot stated by the maker
  3. 3Evaluation methodspreconfigured checks; custom prompt evaluations; custom Python evaluations; model-graded evaluations; classification; chain-of-thought classification; regression testing; experiments
  4. 4Model supportOpenAI; Azure; Claude; Mistral; Together AI; Anyscale; Ollama; Hugging Face; Replicate; custom endpoints
  5. 5Safety evaluationsYes
  6. 6Deploymenthybrid
  7. 7Prompt versioningYes
  8. 8API accessYes
7 lines stated Written from the maker's own pages: uptrain.ai
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The UpTrain homepage

Overview

UpTrain is ranked #20 of 30 in AI LLM evaluation tools on Specifiction. 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
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
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
Open source
The company says its core evaluation framework is open source.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
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

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Where it ranks on Specifiction

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