LlamaIndex vs Portkey
On the evidence we track, Portkey leads this comparison with a composite score of 79/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.
Capabilities
Feature-by-feature on the axes that matter for mlops & llmops tools. “-” means undocumented, not absent.
What each one is
The product in its own terms, so the numbers below have context.
LlamaIndex
LlamaParse is a cloud-based document parsing platform that uses vision language models and intelligent agents to automatically process complex documents—including PDFs, images, and office files—with support for layout detection, multi-modal content, and 80+ languages. It transforms document ingestion workflows with agentic extraction and indexing capabilities.
Portkey
LeaderA unified platform combining an AI gateway, observability dashboards, prompt versioning, governance controls, and guardrails. Enables teams to route requests across LLM providers, monitor costs and performance, securely manage API keys, and deploy production-ready prompts with version control.
Pricing
List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.
LlamaIndex
Free tier with 10K monthly credits; pay-as-you-go starting at $50/month. Credit pricing: 1,000 credits = $1.25.
- FreeFree
- Basic parsing
- Up to 130+ file formats
- File upload only
- Community support
- Starter$50/month up to 400K credits
- Multiple parse tiers (Cost Effective, Agentic, Agentic Plus)
- Auto Mode smart tier routing
- Advanced table and chart extraction
- Structured JSON output
- Extraction agents
- +3 more
- Pro$500/month up to 4M credits
- All Starter features
- Classification & splitting
- Sheets (spreadsheet data extraction)
- Agents Builder
- External data sources
- +3 more
- EnterpriseContact sales
- Volume discount on credits
- 5x higher rate limits
- Enterprise SSO
- SaaS or Hybrid cloud deployment
- Dedicated account manager
- +1 more
Portkey
LeaderFree tier with 10k logs/month. Production at $49/month with usage overages. Enterprise custom pricing for compliance-focused organizations.
- DeveloperFree
- Universal API & Key Management
- Routing, Fallbacks, Load Balancing, Retries
- 3 Prompt Templates with Playground, Versioning, Variables
- Logs, Traces, Feedback, Custom Metadata, Filters
- Simple Caching
- +3 more
- Production$49/month + $9 per 100k request overage
- Universal API, Fallbacks, Load Balancing, Retries
- Unlimited Prompt Templates with Playground, API Deployment, Versioning, Variables
- Logs, Traces, Feedback, Metadata, Filters, Alerts
- LLM & Partner Guardrails
- Role-Based Access Control, Service Account API Keys
- +3 more
- EnterpriseContact sales
- Custom retention periods for logs and metrics
- Advanced Evaluation Templates with custom guardrail hooks
- Role-Based Access Control, SSO (Okta), Granular Budget & Rate Limits
- Private Cloud Deployment, VPC Hosting, Data Export to Data Lakes
- SOC2 Type 2, GDPR, HIPAA compliance certifications
- +3 more
Platform & deployment
Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.
Integrations
What each product connects to. Counts come from the vendor's own integration directory where one exists.
- AWS
LlamaIndex
- Microsoft Azure
- GitHub
Portkey
Leader- OpenAI
- Google Cloud (Vertex AI, Gemini)
- Azure
- GCP
- Langgraph
- CrewAI
- Strands Agents
- Google ADK
- Anthropic
- Claude
- Mistral
- MongoDB
- Vertex AI
Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.