---
title: Caliber vs Swarmia
description: Swarmia helps engineering teams with productivity and working agreements. Caliber starts where engineering intelligence stops: every team on the org tree, every seat, key and agent with an owner, and budgets that hold.
url: https://trycaliber.ai/solution/vs/swarmia
---

# Caliber vs Swarmia

Swarmia helps engineering teams with productivity and working agreements. Caliber starts where engineering intelligence stops: every team on the org tree, every seat, key and agent with an owner, and budgets that hold.

| Topic | Caliber | Swarmia |
| --- | --- | --- |
| Who it is for | Every team on the org tree, engineering or not. | Engineering leadership and R&D. |
| Where the numbers hang | On the org chart from your HRIS: HiBob, Shapes, Entra ID. | On engineering teams and repositories. |
| Seats, keys and agents | Every seat, API key and agent reconciled to an owner and a team. Unused ones flagged. | Not the focus. |
| Budgets | Per person, department and work type. Over budget, the cap is set at the vendor. | Reporting, not enforcement. |
| How you ask | In plain language, answered for your position. In the app or over MCP. | Dashboards and reports. |
| Where it runs | Your VPC via Helm, outbound 443 only. Prompts never leave. | Vendor-hosted, typically. |

Swarmia goes deeper on engineering delivery metrics today. Caliber covers the whole org, ownership and budgets; delivery bottlenecks are on Caliber's roadmap.

The Swarmia column describes the category in general terms, from public positioning as of October 2026, not a feature audit. If something is wrong, write to sales@trycaliber.ai and we will fix it.

Also compare: DX (https://trycaliber.ai/solution/vs/dx), Jellyfish (https://trycaliber.ai/solution/vs/jellyfish), LinearB (https://trycaliber.ai/solution/vs/linearb), Span (https://trycaliber.ai/solution/vs/span), Waydev (https://trycaliber.ai/solution/vs/waydev), Weave (https://trycaliber.ai/solution/vs/weave).

Caliber: https://trycaliber.ai/ · Book a demo: https://trycaliber.ai/get-a-demo