Agentic Index
NudgeBee vs RunWhen (2026)
Both orchestrate multiple agents over operations work with open source components, at 12 and 10.5 of 14. That verdict is the Agentic Index coverage score, graded from each vendor's own published materials.
RunWhen orchestrates SRE agents through automated troubleshooting workflows, with open source Skills and a free local edition. NudgeBee runs NuBi plus thirty plus prebuilt cloud operations agents on a semantic knowledge graph, executing fixes through pull requests and runbooks across SRE, financial operations and cloud operations, free developer tier and free forever self hosting. NudgeBee is broader and executes; RunWhen's Skills are the more readable and forkable unit of work.
On the Agentic Index production ops ranking, NudgeBee clears the bar and RunWhen does not. NudgeBee documents all five resolution loop capabilities in full; RunWhen does not document observability and auditability in full. 10 of the 39 vendors in the lane clear it. See the production ops ranking
This comparison is published by Agentic Index, an independent agentic AI vendor research platform. NudgeBee and RunWhen 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 NudgeBee if
- Documented coverage is the deepest in the lane and cost operations are in scope.
- Executing fixes through pull requests keeps changes inside your normal review path.
- Free forever self hosting with bring your own model is the deployment you need.
Choose RunWhen if
- Open source Skills your team can read, fork and contribute is the model you want.
- Troubleshooting workflows rather than an agent platform is the right shape for you.
- A free local edition lets you evaluate against real systems at no cost.
| At a glance | NudgeBee | RunWhen |
|---|---|---|
| Category | SRE / DevOps agent | SRE / DevOps agent |
| Entry price | Free developer tier and a self host free forever option; paid production and enterprise tiers are priced on request, also available via the AWS and Azure marketplaces. | Open-source Skills + free RunWhen Local; platform pricing not public |
| Free / trial | Free developer tier and self host free forever | Free open-source CodeCollections + RunWhen Local; no long-term commitment |
| Pricing confidence | public partial | public partial |
| Feature | N NudgeBee |
R RunWhen |
|---|---|---|
| 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. |
Full / Explicit | 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 | Partial |
| Control & trust | ||
|
Human Oversight & Guardrails Approval steps, consent checkpoints, escalation rules, structured guardrails, policy constraints, and pause/resume controls. |
Full / Explicit | Full / Explicit |
|
Security, Identity & Governance RBAC, SSO, auditability, encryption, least-privilege tool access, compliance posture, and data handling policy. |
Full / Explicit | Partial |
|
Observability & Auditability Traces, logs, execution histories, metrics, audit events, and debugging detail for production agent behavior. |
Full / Explicit | Partial |
|
Deployment & Data Residency Deployment modes and options, including SaaS, dedicated cloud, VPC, on-prem, hybrid, local runtime, and self-hosting. |
Full / Explicit | Full / Explicit |
| 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 | Full / Explicit |
| 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. |
Full / Explicit | Partial |
|
APIs, SDKs & MCP Extensibility Composability layer: stable APIs, SDKs, MCP tool consumption/serving, custom tools, and integration into internal systems. |
Full / Explicit | Full / Explicit |
|
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 | N NudgeBee |
R RunWhen |
|---|---|---|
|
Entry price Lowest public entry point |
Free developer tier and a self host free forever option; paid production and enterprise tiers are priced on request, also available via the AWS and Azure marketplaces. | Open-source Skills + free RunWhen Local; platform pricing not public |
|
Pricing confidence How public the numbers are |
Public, partial | Public, partial |
|
Billing Primary billing axis |
Open source core free; paid production and enterprise tiers by subscription (sales or marketplace) | — |
|
Variable cost Workload / overage exposure |
Medium variable cost | Low variable cost |
|
Free tier / trial Try before you buy |
Free tierTrial
|
Free tierTrial
|
|
Buying motion Self-serve vs sales call |
Sales call | Mixed |
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