Agentic Index
Agno vs Akka (2026)
Both give agents a real runtime rather than just a framework, at 12.5 and 12 of 14. That verdict is the Agentic Index coverage score, graded from each vendor's own published materials.
Agno is a high performance agent runtime with multi agent support and memory, Apache 2.0 self hosting, from a hundred and fifty dollars monthly. Akka runs multi agent systems on a durable distributed runtime unifying orchestration, agents, memory and streaming in one software development kit, open source core under a business source licence converting to Apache. Agno is Python and lighter; Akka brings distributed durability from a lineage that has been solving this problem since long before agents existed.
This comparison is published by Agentic Index, an independent agentic AI vendor research platform. Agno and Akka 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 Agno if
- Documented coverage is slightly broader and Python is your language.
- Apache 2.0 from the start rather than a delayed conversion matters for your licence review.
- A hundred and fifty a month is a clearer commercial path than an enterprise runtime.
Choose Akka if
- Durable distributed execution is the property your production agents need.
- Streaming unified with orchestration and memory is a real architectural simplification.
- The runtime lineage matters because you have been burned by naive orchestration before.
| At a glance | Agno | Akka |
|---|---|---|
| Category | Agent infrastructure | Multi-agent platform |
| Entry price | From $150/mo · free tier | Open source core under BSL (converts to Apache v2 after 36 months); commercial and enterprise use is sales led with no public pricing. All agentic components are included in the Akka license. |
| Free / trial | Free tier | Open source BSL core available; POC offered in 48 hours |
| Pricing confidence | public partial | contact only |
| Feature | A Agno |
A Akka |
|---|---|---|
| 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 | Partial |
|
Memory & State Persistence Ability to persist context across a run, conversation, workflow, user, team, or longer-term memory layer. |
Full / Explicit | Full / Explicit |
| 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 | 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 | 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. |
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. |
Full / Explicit | Full / Explicit |
|
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 | Full / Explicit |
| Specialist automation | ||
|
Browser & Computer Use Browser, desktop, or remote/local computer control for workflows that cannot be handled through stable APIs alone. |
Partial | No / Not documented |
Pricing snapshot
Sourced from the Index pricing dataset · open each vendor's profile for full detail.
| Pricing | A Agno |
A Akka |
|---|---|---|
|
Entry price Lowest public entry point |
From $150/mo · free tier | Open source core under BSL (converts to Apache v2 after 36 months); commercial and enterprise use is sales led with no public pricing. All agentic components are included in the Akka license. |
|
Pricing confidence How public the numbers are |
Public, partial | Contact only |
|
Billing Primary billing axis |
flat | compute cores or platform license (not publicly disclosed) |
|
Variable cost Workload / overage exposure |
Low variable cost | Medium variable cost |
|
Free tier / trial Try before you buy |
Free tier
|
Free tierTrial
|
|
Buying motion Self-serve vs sales call |
Mixed | Mixed |
More comparisons with Agno or Akka
Other matchups in agent infrastructure platforms
Not the pairing you were after? These compare a different set of agent infrastructure platforms on the same 14 capabilities.