Akmatori vs Plural
Akmatori
akmatori.comPlural
plural.shSide by side
| Figure | Akmatori | Plural |
|---|---|---|
| Price from | Free | $450/mo |
| Free plan | Yes | Yes |
| Free trial | — | Yes |
| Open source | Yes | Yes |
| Web | Yes | Yes |
| Windows | Yes | Yes |
| macOS | Yes | Yes |
| Linux | Yes | Yes |
| API | Yes | Yes |
| Self-hosted | Yes | Yes |
| Plans published | 2 | 3 |
| Spec score · AI DevOps Assistants | 9.1 (#1) | 8.9 (#3) |
| Architecture | The stack uses API server, PostgreSQL, agent worker, MCP gateway and web UI containers, with network isolation and no database access for the agent worker. | Plural uses a pull-based agent architecture in which each workload cluster runs an agent that polls the control plane for changes. |
| License | The source code is licensed under the Apache License 2.0. | Compiled Plural platform versions from Plural Labs are licensed under MIT; source-code use may be AGPLv3, commercial, or app.plural.sh licensed, while admin tools and configuration files use Apache 2.0. |
| Self-hosting | Deployment is available with Docker Compose or Helm, with no hosted-only control plane required. | Plural Console can run on a customer-owned Kubernetes management cluster, while Plural Cloud is an alternative hosted deployment. |
| Support | The maker directs bug reports and product questions to its public GitHub issue tracker and provides separate email contacts for general inquiries, technical support, and security reports. | Pro includes email support with a one-business-day response SLA, while Enterprise includes dedicated Slack or Teams communication and a one-hour guaranteed response SLA. |
| Terraform provider | The Akmatori GitHub organization publishes a separate public Terraform provider repository under Apache-2.0. | The public API reference includes a Terraform provider and guidance for using it from Pulumi. |
| What it does | Akmatori is a self-hosted AI incident-response and AIOps platform that ingests alerts, investigates infrastructure with LLM agents, and proposes or executes remediation behind approval gates. | Plural is an AI-focused Kubernetes management platform for operating fleets of clusters, code, and cloud infrastructure. |
Plans
In their own words
Akmatori
Akmatori turns production alerts into AI-assisted incident response workflows for SRE, platform, and DevOps teams. Its agents collect logs, metrics, deployment context, and runbook knowledge to investigate incidents and suggest next actions. Alerts can come from Alertmanager, PagerDuty, Grafana, Datadog, and Zabbix, while Slack channels can also be monitored. Agents access infrastructure through SSH, Kubernetes, scripts, and API clients. Proposed risky actions require approval in the web interface or Slack before execution. Akmatori supports OpenAI, Anthropic, Google, OpenRouter, NVIDIA NIM, MiniMax, and OpenAI-compatible endpoints, including on-premises models. Recurring investigations can run as cron jobs with configured prompts and tool allowlists, posting results to Slack. Deployment uses Docker Compose or Helm and can be fully on-premises for air-gapped setups. The maker says incident data stays in the customer’s infrastructure unless an external provider is configured. The Apache 2.0 project provides a REST API with documented incident operations, authentication, webhooks, and OpenAPI 3.0.
Plural
Plural is an AI tool for infrastructure work, presented for platform and DevOps teams. It can upgrade clusters, resolve incidents, patch vulnerabilities, optimize costs, and execute changes across code, clusters, and cloud. Its project-scoped Workbenches package an AI agent’s prompt, capabilities, tools, and automation triggers for infrastructure operations. Plural says agents can draw on a live semantic graph covering clusters, stacks, services, and changes across an estate. Integrations include Prometheus, Datadog, Loki, Elastic, Tempo, Jaeger, GitHub, GitLab, Bitbucket, Slack, Microsoft Teams, Jira, and Linear. Cloud tools provide SQL-queryable access to AWS, GCP, and Azure data, including billing and infrastructure services. Changes are submitted as pull requests in existing repositories for human review. Plural says actions are logged, permissions are bounded, tool calls and decisions can be inspected, and changes can be reviewed before confirmation. Sandbox is free for a 14-day platform trial. Pro starts at $450/mo for one cluster, with each additional cluster at $250/mo, and includes a 30-day free trial. Pro uses shared Plural infrastructure; Enterprise offers shared, dedicated, or on-prem hosting.