LlamaIndexTurn any document into agent-ready context.
vs
Tray.aiOrchestrate integration, automation, and agents
Comparison · AI Agents · weekly run Nov 3
LlamaIndex vs Tray.ai
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
LlamaIndex is the stronger AI pick in AI Agents: it has a visibility score of 2.2 versus 1.5 for Tray.ai.
Choose LlamaIndex if…
- You want the brand AI engines rank higher (2.2 vs 1.5)
- You want a free plan to start
- You need SOC 2 Type II coverage
- Premier choice for RAG-centric agents
Choose Tray.ai if…
- You need SOC 1 or SOC 2 coverage
- You prefer a larger, established vendor (201–500 employees)
- Recommended as a cloud-neutral orchestration platform option
AI visibility side by side
Latest weekly run · Nov 3
| Metric | LlamaIndex | Tray.ai |
|---|---|---|
| Visibility score | 2.2% | 1.5% |
| Change vs last week | New | New |
| Rank in AI Agents | #41 | #50 |
| Share of voice | 0.8% | 0.4% |
| Mentions this run | 5 | 3 |
| Positive in AI answers | 20% | — |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
LlamaIndex 0pp · Tray.ai 0pp over 0 weekly runs.
Engine by engine
LlamaIndex leads on 2 of 3 engines
ChatGPT
AI Mode
Perplexity
LlamaIndexTray.ai
Head to head in AI answers
0 engine answers name both brands
0LlamaIndex ranked higher
0Tray.ai ranked higher
Features, pricing & fit
| Dimension | LlamaIndex | Tray.ai |
|---|---|---|
| Pricing model | Usage-based | Usage-based |
| Entry price | Free; paid from $50 / mo | Contact sales |
| Free plan | Yes | No · 30-day trial |
| Deployment | LlamaParse runs as SaaS on a secure cloud tenant, or can be deployed in a customer's private VPC across cloud providers. | Tray-managed cloud runtime, with on-premise connectivity and regional hosting on Enterprise plans |
| Integrations | — | 700+ |
| Compliance | SOC 2 Type II, GDPR, HIPAA | SOC 1, SOC 2, HIPAA, GDPR |
| Support | Community, Basic (email), Priority (Slack Connect), Dedicated | Business hours support on all plans, Knowledge base, Community forums, Tray Academy |
| Founded | — | 2012 |
| Headquarters | San Francisco, California, United States | San Francisco, CA |
| Employees | 11–50 | 201–500 |
| Funding | Strategic minority equity investments (Databricks, KPMG) · $28M raised | Series C-2 · $164M raised |
| Best for | Teams in document-heavy industries such as finance, insurance, healthcare and manufacturing that need accurate parsing of complex tables, charts and scanned pages. | Enterprise IT and business teams that need to build integrations, AI agents and governed MCP tools on one platform |
Plans side by side
Tray.ai
ProCustomSized to your needs
TeamCustomSized to your needs
EnterpriseCustomSized to your needs
Pros and cons
Themes from the AI answers that mention each brand
LlamaIndex
- Premier choice for RAG-centric agents
- Named as a popular agent development framework
Tray.ai
- Recommended as a cloud-neutral orchestration platform option
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “LlamaIndex vs Tray.ai”, https://slateindex.ai/compare/llamaindex-vs-tray-ai, data of Nov 3, 2026. Licence: CC BY 4.0.