# CodeHerder vs Devin

Devin vs CodeHerder: sourced and dated. Devin is a strictly vertically integrated orchestrator: it manages more Devins, not a herd of harnesses.

Source: https://codeherder.com/compare/devin/

Compare · Tier B

Cognition's autonomous coding agent, now able to manage a hierarchy of other Devins on their own VMs.

Verified against the vendor's own published materials.

## What Devin actually ships

- A coordinating Devin session that delegates work to managed Devins, each on its own VM
- Assigning work, monitoring, messaging, controlling compute budgets, terminating, and resolving conflicts between managed Devins
- Agentic Compute Units billed as on-demand credits across Free, Pro, Max, and Teams plans

## Where it's strong

- An autonomous hierarchical orchestrator: one of the few vendors to ship agent-manages-agent as a real, working feature

## How CodeHerder differs

- Devin orchestrates Devin, and nothing else; CodeHerder is agent-neutral, running Claude today, Codex tomorrow, Cursor for frontend, whatever wins next year
- CodeHerder's workflow runs as a series of discrete, gated stages rather than one long autonomous run that can wander before escalating

> Devin is a strictly vertically integrated orchestrator: it manages more Devins, not a herd of different harnesses.

Capability snapshot

## CodeHerder vs Devin, capability by capability

Every row traces to the same source as [the full matrix](https://codeherder.com/compare), where the full legend lives. In short: "not published" means no public evidence was found, not that the feature is absent. Verified as of 2026-08-08.

Capability comparison between CodeHerder and Devin across 20 capabilities, current as of 2026-08-08.

| Capability | CodeHerder | Devin |
| --- | --- | --- |
| Concurrent agents | Published | Published |
| Multi-vendor harnesses | Published | Not published (as of 2026-08-08) [[1]](https://codeherder.com/compare/devin/#fn1) |
| Customer-owned machines | Published | Not published (as of 2026-08-08) |
| Multi-machine routing | Published | Not published (as of 2026-08-08) |
| Automatic work assignment | Published | Published |
| Capability-based routing | Published | Not published (as of 2026-08-08) |
| Atomic claiming | Published | Unverified |
| Dependencies | Published | Partial |
| Custom workflows | Published | Not published (as of 2026-08-08) |
| Server-enforced gates | Published | Not published (as of 2026-08-08) |
| Agent handoffs | Published | Published (coordinator) |
| Persistent shared memory | Published | Partial (trajectory learning) |
| Live terminal / view | Published | Published (session link) |
| Human takeover / steer | Published | Published |
| Cost per task | Published | Published (ACU) |
| Cost per stage/model | Published | Not published (as of 2026-08-08) |
| Hard $ cap | Published | Published (compute-budget control) |
| Schedules | Published | Published |
| Webhooks / API / CLI | Published | Published |
| Self-host full platform | Published (Enterprise) | Not published (as of 2026-08-08) |

1. Factory (Droids), Devin, and Claude Code Agent Teams are each vertically integrated — the product's whole thesis is a single vendor's own agent(s), so "multi-vendor harness support" isn't just unpublished, it's outside the product's own stated shape. Still written as "not published" rather than a claim of proven absence, per this tree's own rule.

## Sources

Verified against Devin's own site as of 2026-08-08.

- Cognition's blog post on Devin managing Devins

[← See every platform on the matrix](https://codeherder.com/compare)