Agentic Index
Owkin vs Potato (2026)
Both put agents on scientific work in life sciences and they enter at different points, at 9 and 10 of 14. That verdict is the Agentic Index coverage score, graded from each vendor's own published materials.
Owkin is tech bio for drug discovery and development, where the K co pilot orchestrates specialized biological agents over multimodal patient data on the Owkin Zero reasoning model, free to academic researchers in beta with an enterprise tier for biopharma. Potato is an agents first scientific operating system whose research collaborator designs, runs and analyzes experiments end to end with reproducible scored results, in beta. Owkin reasons over patient data that already exists; Potato runs the experiment that generates new data.
This comparison is published by Agentic Index, an independent agentic AI vendor research platform. Owkin and Potato are each graded against the same 14 capability Agentic Index taxonomy, from the vendor's own public materials under the Agentic Index verification standard, alongside 969 researched vendors. No vendor pays for placement and no vendor has reviewed this page. How this evidence is graded
Choose Owkin if
- Multimodal patient data is your asset and reasoning across it is the bottleneck.
- Free access for academic researchers means your scientists can evaluate it now.
- Drug discovery and development specifically is the domain, not general laboratory science.
Choose Potato if
- Documented coverage is slightly broader and experiment design is what you want automated.
- Reproducible scored results is the property that makes this publishable.
- You run wet lab science, not computational analysis of existing cohorts.
| At a glance | Owkin | Potato |
|---|---|---|
| Category | Healthcare agent | Data analyst agent |
| Entry price | K Navigator is free to academic researchers (beta, waitlisted, 6-month evaluation); K Pro is an enterprise co-pilot sold via demo and multi-year licensing with no public rate. | Beta (join waitlist; no public pricing) |
| Free / trial | K Navigator is free for the academic research community with a beta waitlist and a 6-month evaluation period. | — |
| Pricing confidence | contact only | contact only |
| Feature | O Owkin |
P Potato |
|---|---|---|
| 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 | Partial |
| 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 | Partial |
|
Security, Identity & Governance RBAC, SSO, auditability, encryption, least-privilege tool access, compliance posture, and data handling policy. |
Partial | Partial |
|
Observability & Auditability Traces, logs, execution histories, metrics, audit events, and debugging detail for production agent behavior. |
Partial | Full / Explicit |
|
Deployment & Data Residency Deployment modes and options, including SaaS, dedicated cloud, VPC, on-prem, hybrid, local runtime, and self-hosting. |
Partial | 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. |
Full / Explicit | 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. |
Partial | Partial |
|
APIs, SDKs & MCP Extensibility Composability layer: stable APIs, SDKs, MCP tool consumption/serving, custom tools, and integration into internal systems. |
Partial | Full / Explicit |
|
Testing, Debugging & Optimization Testing, debugging, scoring, retries, fallbacks, quality gates, and optimization loops for improving agent workflows before and after deployment. |
Full / Explicit | Full / Explicit |
| 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 | O Owkin |
P Potato |
|---|---|---|
|
Entry price Lowest public entry point |
K Navigator is free to academic researchers (beta, waitlisted, 6-month evaluation); K Pro is an enterprise co-pilot sold via demo and multi-year licensing with no public rate. | Beta (join waitlist; no public pricing) |
|
Pricing confidence How public the numbers are |
Contact only | Contact only |
|
Billing Primary billing axis |
K Navigator free for academics; K Pro enterprise licensing. | — |
|
Variable cost Workload / overage exposure |
High variable cost | High variable cost |
|
Free tier / trial Try before you buy |
Free tierTrial
|
No free tier
|
|
Buying motion Self-serve vs sales call |
Sales call | Mixed |
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