Criterion Langfuse LlamaIndex
CategoryMachine Learning & Deep LearningRAG & Vector Databases
In one sentenceOpen-source tracing, prompt management and evaluation for LLM applications, self-hosted or in the cloud.Open-source framework for connecting LLMs to your data, plus the commercial LlamaParse document platform.
Problem it solvesUnderstanding and improving LLM app behaviour, cost and quality in production.Getting messy documents into a form that LLMs can search and reason over accurately.
Free planYesYes
Developer APIYes — docsYes — docs
Open sourceYesYes
PlatformsWeb (cloud), Docker, Kubernetes, Python SDK, JS/TS SDKPython, Web (LlamaCloud)
Pricing (summary)Self-hosting the open-source core is free. Langfuse Cloud: Hobby free (50k units/month), Core $29/month, Pro $199/month and Enterprise $2,499/month, each with 100k units included and graduated overage from $8 per 100k units.
Checked 2026-10-19
The LlamaIndex framework is free under MIT. LlamaParse plans: Free with 10K credits, Starter $50/month (40K credits), Pro $500/month (400K credits) and custom Enterprise; 1,000 credits cost $1.25.
Checked 2026-10-19
Strengths
  • Open source with full self-hosting
  • Broad integrations
  • Transparent usage pricing
  • Strong focus on data and documents
  • MIT licence
  • Clear credit pricing ($1.25 per 1,000 credits)
Limitations
  • Enterprise (ee) features are outside the MIT licence
  • Hobby plan limited to 2 users and 30-day data access
  • Self-hosting requires infrastructure work
  • LlamaParse is not open source
  • Framework is no longer the company's main focus per its README
  • Credit cost per page varies by parsing mode