Cleanlab TLM alternatives
6 evaluation tools in the same lane as Cleanlab TLM, ranked by editorial score.
PA
Patronus
Evaluation · Platform (any LLM)
7.8
Automated LLM evaluation for hallucinations, safety, and quality.
Paid· Individual: Free · Base: $25 · Enterprise: Contact us for Pricinghallucination detectionsafety
GI
Giskard
Evaluation · Multi-model
8.2
Continuous AI red teaming platform that stress-tests LLM agents for vulnerabilities before they hit production.
Freemium· Open-source free tier; Giskard Hub enterprise pricing on requestllm-red-teamingagent-security-testing
TR
TruLens
Evaluation · Multi-model (LLM-as-judge)
8.1
Open-source evaluation and tracing framework for LLM apps and agents, built on OpenTelemetry.
Free· Free, open source (Apache-licensed Python package)llm-evaluationrag-evaluation
PR
Promptfoo
Evaluation · Multi-model
7.2
Open-source eval and red-teaming framework for LLM apps, prompts, and RAG pipelines.
Freemium· Community: Free · Enterprise: Custom · On-Premise: Customllm-evalsred-teaming
HE
Helicone
Evaluation · Platform (any LLM)
8.3
Open-source LLM observability — one-line proxy install.
Freemium· Free 100k req/mo; Pro from $25/moobservabilitycost tracking
AA
Athina AI
Evaluation · Multi-model
8.1
Collaborative LLM evaluation and observability platform for teams shipping AI features to production.
Freemium· Starter free (10k logs/mo); Pro & Enterprise customllm-evaluationprompt-management