Agentic Index
Querio vs Zenlytic (2026)
Querio and Zenlytic both sell AI analysts over the warehouse to growing companies with pricing models built to spread usage: Querio prices per workspace with unlimited viewers, exploration free to start, Explore around 10,788 dollars a year and Growth about 22,700, with a self hosted option at a fifty percent premium and a sixty thousand dollar annual minimum, while Zenlytic prices by queries per active user with self serve signup for teams up to ten since May 2026 and enterprise plans above. Querio's flat workspace model favors broad viewer distribution; Zenlytic's usage model favors starting small and paying as adoption grows.
| At a glance | Querio | Zenlytic |
|---|---|---|
| Category | Data analyst agent | Data analyst agent |
| Entry price | Free exploration; Explore ~$10,788/yr per workspace | Self-serve for teams up to 10; enterprise custom |
| Free / trial | — | — |
| Pricing confidence | public partial | public partial |
| Feature |
Q
Querio
|
Z
Zenlytic
|
|---|---|---|
| Action & orchestration | ||
|
Integrations & Tool Calling Ability to connect agents to real systems through native integrations, OAuth-authenticated actions, custom tools, APIs, webhooks, or MCP-compatible tools. |
Full / Explicit | Full / Explicit |
|
Workflow Orchestration Ability to sequence, branch, retry, route, and combine deterministic workflow nodes with autonomous agent steps. |
Full / Explicit | Full / Explicit |
|
Triggers & Channel Coverage How agents wake up and where they work: schedules, webhooks, message events, CRM events, inbox events, chat, email, voice, and collaboration tools. |
Partial | Full / Explicit |
| Knowledge & context | ||
|
Knowledge Grounding & RAG Ability to ground agent behavior in company data through document ingestion, retrieval, external knowledge APIs, semantic search, or RAG layers. |
Full / Explicit | Full / Explicit |
|
Memory & State Persistence Ability to persist context across a run, conversation, workflow, user, team, or longer-term memory layer. |
Partial | Full / Explicit |
| Control & trust | ||
|
Human Oversight & Guardrails Approval steps, consent checkpoints, escalation rules, structured guardrails, policy constraints, and pause/resume controls. |
Partial | Full / Explicit |
|
Security, Identity & Governance RBAC, SSO, auditability, encryption, least-privilege tool access, compliance posture, and data handling policy. |
Full / Explicit | Full / Explicit |
|
Observability & Auditability Traces, logs, execution histories, metrics, audit events, and debugging detail for production agent behavior. |
Full / Explicit | Full / Explicit |
|
Deployment & Data Residency Deployment modes and options, including SaaS, dedicated cloud, VPC, on-prem, hybrid, local runtime, and self-hosting. |
Full / Explicit | Partial |
| Solution readiness | ||
|
Prebuilt Agents, Templates & Packs Ready-made workflows, packaged employees, templates, blueprints, industry solutions, and role-specific agents that reduce time-to-value. |
Partial | Partial |
| Platform extensibility | ||
|
Model Flexibility & Routing Ability to work across multiple foundation models, route tasks to different models, or let buyers bring their own providers and keys. |
No / Not documented | No / Not documented |
|
APIs, SDKs & MCP Extensibility Composability layer: stable APIs, SDKs, MCP tool consumption/serving, custom tools, and integration into internal systems. |
Partial | Partial |
|
Testing, Debugging & Optimization Testing, debugging, scoring, retries, fallbacks, quality gates, and optimization loops for improving agent workflows before and after deployment. |
Partial | Partial |
| Specialist automation | ||
|
Browser & Computer Use Browser, desktop, or remote/local computer control for workflows that cannot be handled through stable APIs alone. |
No / Not documented | No / Not documented |
Pricing snapshot
Sourced from the Index pricing dataset · open each vendor's profile for full detail.
| Pricing |
Q
Querio
|
Z
Zenlytic
|
|---|---|---|
|
Entry price Lowest public entry point |
Free exploration; Explore ~$10,788/yr per workspace | Self-serve for teams up to 10; enterprise custom |
|
Pricing confidence How public the numbers are |
Public — partial | Public — partial |
|
Billing Primary billing axis |
— | — |
|
Variable cost Workload / overage exposure |
Low variable cost | Medium variable cost |
|
Free tier / trial Try before you buy |
No free tier
|
No free tier
|
|
Buying motion Self-serve vs sales call |
— | — |
Choose Querio if
- Unlimited viewers on a flat workspace price fits company wide dashboards.
- Predictable annual pricing simplifies your budget.
- A self hosted option exists if governance later demands it.
Choose Zenlytic if
- Self serve signup gets your team of ten started today.
- Paying by actual query usage matches your adoption curve.
- A semantic layer approach fits your modeling standards.