Compare·Agent-native software development
Continuum
Multi-agent workbench
VS
Factory AI
Agent-native software development

Continuum vs Factory AI

Enterprise agent-native SDLC platform versus Continuum’s BYOK multi-lab coding instrument.

Factory AI builds agent-native software development - Droids for code, knowledge, reliability, and more across the SDLC, including a strong terminal agent (Droid / Terminal-Bench focus). Continuum is the free, vendor-neutral workbench that runs the coding agents and subscriptions you already have - Claude, Codex, and peers - with mobile control and a local cost ledger. Factory’s Droid SDLC story is a platform buy with enterprise packaging. Continuum’s free BYOK cockpit is an instrument download. Continuum loses multi-persona Droid breadth; Factory loses Continuum’s free multi-lab phone-first coding ops for CLI-native teams.

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Workflow Monday path Matrix Decide Money FAQ

Updated 2026-08-03 · Mac stable · Win/Linux desktop beta

Choose Continuum when

You want local-first multi-provider agents on your own plans, Continuum’s clients (Mac/iOS/web), gauges, and repo-level spend - without buying a full agent-SDLC platform.

Choose Factory AI when

You want an enterprise agent-native development system (Droids across research, code, reliability) and Factory’s productized SDLC automation.

Snapshot direct alternative
Dimension Continuum Factory AI
Worktree isolation Worktree sessions + spawn grid Factory deployment / agent workspaces
Board / fleet UX Sessions sidebar + spawn grid Droids + platform consoles
Multi-provider Claude PTY · Codex ACP · Cursor · Grok · OpenCode… Factory model/Droid stack
Mobile Native iPhone + Watch · QR/Tailscale pair Factory web / product clients
Gauges Menu-bar 5h + weekly gauges Platform usage metering
Cost ledger Local JSONL → $ by repo/provider/day Factory commercial usage
Mac stable · web · iPhone · Watch · Win/Linux desktop beta · free app
01 · Platform Droids vs BYOK workbench
In Continuum

Instrument the stack you already bought

10:00

Download Continuum free. Attach Claude Max and Codex. Code tab becomes the cockpit without a platform RFP.

13:00

Worktree sessions, mobile approve, PR pane. Spend ledger shows which repo ate the week.

16:00

Enrolled remote host runs a night batch. You did not buy Droids end-to-end - you instrumented your CLIs. Continuum cost ledger makes CLI fleet spend legible in weekly eng review without a platform QBR.

In Factory AI

Agent-native SDLC platform

10:00

Adopt Factory. Droids cover code, knowledge, reliability personas across the lifecycle.

13:00

Droid terminal agent handles hard coding tasks; platform packaging is the product.

16:00

Enterprise deployment model. Continuum free-app BYOK story is a different purchase decision. Factory rollout programs treat Droids as org infrastructure with commercial support paths.

02 · Monday path

Monday without an SDLC platform RFP

Install, connect, first session - steps you can run the same day.

01

Download Continuum free. Attach Claude Max and Codex under your logins.

02

Spawn worktree sessions; use plan/diff/PR panes for the ticket path.

03

Pair iPhone for plan approve - Continuum mobile, not a Droid console.

04

Watch gauges for subscription heat; ledger for repo spend.

05

Enroll a remote host if night batches should leave the laptop.

06

If evaluating Factory, keep Continuum as the BYOK control sample for cost/ops comparison.

07

Procurement tip: pilot Continuum in a week on existing Claude/Codex seats before opening a Factory platform evaluation.

How Continuum instruments your stack

How Continuum instruments your agent stack

  • Official CLIs on your hosts: Claude PTY, Codex ACP, Cursor agent, Grok, OpenCode, peers.
  • Worktree sessions + Code panes + spawn grid for fleet shape without Droids personas.
  • Multi-account isolation for Claude/Codex subscription rails.
  • Mobile pair over Tailscale/MagicDNS-style remote control.
  • Local JSONL analytics with LiteLLM pricing - free app, no token proxy markup on BYOK sessions.
  • Paired hosts advertise what they can run so clients degrade cleanly across Mac and remote devices.
03 · Orchestrator / platform matrix

Cells use product nouns on both sides. Continuum is the multi-provider workbench; they win where their loop is the product.

Capability Continuum Factory AI
Multi-persona SDLC agents Sessions · providers you pick Droids across the lifecycle
Terminal coding agent (benchmarks) Your chosen frontier agents Droid · Terminal-Bench focus
Bring Claude Max / ChatGPT plans Core design Model choice inside Factory
Local-first default Transcripts + keys local Sovereign deploy options
iPhone / Watch control plane Native iPhone + Watch · QR/Tailscale pair No Continuum-style mobile apps
Live multi-account gauges Menu-bar 5h + weekly gauges Platform usage
Enterprise SDLC automation Org Continuum path Product center
Worktree + PR coding panes Chat · plan · diff · PR · terminal · artifacts Platform workflows
Free download workbench Free app · optional Plus/Max/Ultra hosted Commercial platform
No token proxy on BYOK sessions Design rule Platform billing model
04 · Purchase class differences
01 · Platform vs instrument

Factory sells an agent OS for engineering. Continuum sells the cockpit for yours.

Factory’s Droids and SDLC story are a platform purchase. Continuum’s story is: keep your Claude/Codex/Cursor stack, add the multi-device workbench and cost truth. Continuum does not pretend to be a full multi-persona SDLC platform. Continuum org path exists but is not a Factory Droid OS replacement - say so in procurement.

02 · Trust boundary

Your subscriptions on your hosts.

Continuum defaults to driving official CLIs under your logins on machines you control. Factory offers strong agent performance and enterprise deployment - different default relationship to the agent vendor. Continuum Terminal-Bench story is “bring your frontier CLI,” not “our Droid is the hero benchmark agent.”

03 · Mobile engineering

Approve the plan from the phone.

Continuum’s iPhone and Watch clients are a product differentiator for “agent is running, I am not at the desk.” Compare on whether that workflow matters to you.

04 · When Factory wins

If you want Droids end-to-end.

If the pitch is agent-native development across research, coding, and reliability as one Factory system, that is their lane. Continuum stays the free multi-lab instrument for people already deep in CLI agents.

05 · Coexistence
Stack recipe

How people run both.

Stack recipe is uncommon but possible in large orgs: Factory for Droid SDLC programs, Continuum for BYOK Claude/Codex fleets on specific teams. Most buyers pick a primary platform. Continuum does not pretend to be a full multi-persona SDLC OS.

Download Continuum Providers
06 · Platform buy vs instrument download
Continuum

Choose Continuum to instrument CLIs you already pay for

  • Already deep in Claude/Codex/Cursor CLIs and want one free cockpit. Continuum Code panes stay first-class: chat, plan, diff, PR, terminal, artifacts.
  • Need local-first defaults and Continuum mobile clients.
  • Want multi-account gauges and repo-level spend analytics.
  • Prefer BYOK economics over an SDLC platform purchase.
  • Want worktrees + plan/diff/PR without adopting Droids.
Factory AI

Choose Factory for agent-native SDLC Droids

  • Want multi-persona Droids across the full SDLC. Continuum will not pretend to win that job with marketing wording alone.
  • Need enterprise agent-native platform packaging.
  • Care about Terminal-Bench-class Droid performance as the hero agent.
  • Prefer Factory deployment models over Continuum’s BYOK workbench.
  • Buying “agent OS for engineering” as the primary investment.
07 · What you pay
Continuum

App + your labs

Free app with BYOK / your subscriptions. Optional Continuum-hosted inference: Plus $25/mo, Max 100, Max 200, Ultra.

Factory AI

Their bill

Factory commercial platform pricing - often sales-led / not fully public list pricing as of 2026 (verify factory.ai).

How to compare

Total cost of work

As of 2026 - verify on continuumcode.ai/pricing and the vendor site. Continuum does not mark up BYOK or subscription sessions it drives under your login. Factory wins end-to-end Droid SDLC. Continuum wins free multi-lab instrument for CLI stacks you already pay for.

Continuum ladder: Free app · Plus $25/mo · Max 100 · Max 200 · Ultra - full pricing. Also analytics, multi-account, devices.

08 · Questions

Continuum vs Factory AI.

Deep dives: docs, providers, sessions.

For multi-provider local coding agents with mobile and analytics, yes it is a consideration. For an enterprise Droid-based SDLC platform, Factory is a different product.

Continuum runs third-party coding agents (Claude Code, Codex, etc.) rather than shipping a single Factory-style Droid runtime as the only engine.

Possible in mixed stacks, but most teams will pick a primary agent platform. Continuum fits people already deep in multi-lab CLI agents who want a free workbench, not a second SDLC OS.

Continuum: free app, optional hosted inference. Factory: commercial platform pricing from Factory.ai (verify as of 2026). Continuum does not mark up the Claude/Codex sessions it drives under your login.

Factory positions Droid strongly on terminal agent benchmarks. Continuum’s bet is different: run the frontier agents you choose (Claude Code, Codex, …) with Continuum ops around them - not a single Continuum-owned Droid.

No for the free app / BYOK path. Org features exist, but you can start without a Factory-style platform purchase.

Often on paper for BYOK teams (free app + existing lab plans), but total cost depends on lab subscriptions and whether you need Factory’s SDLC platform. Verify both vendors as of 2026; Continuum hosted SKUs are optional.

Begin

Run your agents
in Continuum.

Free app. Your subscriptions. Optional hosted inference. Mac stable - Windows and Linux desktop are beta.

Download for Mac See pricing

vendor-neutral · local-first · multi-device