How Medley compares

Honest comparisons for builders evaluating AI agent orchestration. Medley is a local-first mission layer — not a replacement for your coding agents.

Different tools for different jobs

Medley coordinates the agents you already use across missions that span coding and adjacent company-building work. Each comparison is fair — every product has strengths. Use them to find the right fit.

Full comparison at a glance

Every dimension from our product research — Medley vs. all competitors on one page. Click any product logo above or a card below for the full article.

DimensionMedleyConductorDevinAiderKimi WorkGastownSakana Fugutown.comLovableReplitCursorClaude Code
Product typeProject orchestratorDesktop multi-agent orchestratorIDE + Agent Command CenterCLI pair programming toolDesktop AI agent & orchestratorTerminal multi-agent workspace managerManaged multi-agent cloud APIPersonal AI chief-of-staffAI full-stack app builderCloud IDE + AI agentAI-first code editor (VS Code fork)Terminal coding agent / CLI
Coding vs. non-coding workBoth — coding and adjacent company-building workCoding onlyCoding onlyCoding onlyBoth — coding + finance, docs, browserCoding onlyBoth — code review + research tasksNon-coding onlyNon-coding / low-code (app generation)Coding focusedCoding focusedCoding focused
Project layerProject-level — task decomposition across the projectSession-level — parallel sessions, not project-wideMoving toward project-level (Spaces)Session-level — terminal sessionSession-level — long-horizon but no project abstractionProject-level — Git worktrees, multi-day persistenceSession-level — black-box API, no DAGSession-levelSession-level / app-levelSession-level — up to 200 min/sessionSession-level — Composer mode, no project layerSession-level — interactive terminal sessions
Attention queue / human-in-the-loopCentralized queue — humans pulled in only when neededVisual diff dashboard — no queue, manual reviewKanban board — Agent Command CenterTerminal chat only — no queueClaw Groups for mid-swarm interventionTUI dashboard + Witness/Refinery rolesFully autonomous — no human interventionStandard chat — no multi-agent queueChat-driven HITL — manual error input requiredAutonomous debugging — user can interveneVisual diffs + approval before applying changesShows plan + asks permission before applying
Model accessUses models you already have in Claude CodeYes — passthrough for Claude/Codex keysPartial — quota-based + BYOK via ACP agentsYes — 100+ LLM providers via litellmYes — open API key accessYes — user brings own CLI runtimes + keysNo — managed service, managed keys onlyNoNo — fixed provider routingNo — internal credit systemPartial — credit-based, not traditional BYOKAnthropic subscription or API
Local vs. cloudLocal — Claude Code pluginLocal-first — macOS desktopBoth — Devin Local + Devin CloudLocal CLI + cloud APIs or local modelsLocal-first app, cloud model inferenceLocal — runs entirely on your machineCloud-only — serverless APICloud-basedCloud-onlyCloud-basedLocal app + cloud Background AgentsLocal CLI + cloud models (not self-hostable)
Model supportModels you bring into Claude Code (Claude, GPT, Gemini, and more)Claude Code, Codex, OpenCode (multi-model mode)Frontier models via ACP agentsClaude 3.7/4.7, GPT, DeepSeek, Gemini, Llama (100+)Kimi K2.6 (1T param, 256K context)Claude Code CLI, Copilot CLI, Codex CLI, Gemini0.6B TRINITY routing a frontier model poolProprietary routing + A2A featuresClaude modelsReplit Agent 3 (proprietary)Its own Composer model, plus frontier models from major providersClaude Sonnet 4.6, Opus 4.6/4.7/4.8, Haiku 4.5
Platform / OSMac — desktop appmacOS only — Apple SiliconmacOS, Windows, LinuxCross-platform terminal (any OS)macOS (Apple Silicon), WindowsLinux, macOS, Windows, FreeBSDPlatform-agnostic API (web console + OpenRouter)Web / cloudBrowser-basedBrowser-basedDesktop app (Mac, Windows, Linux)Terminal, VS Code, JetBrains, web, Slack
Pricing & business modelFree — models you already have in Claude CodeFree app — BYOK, pay own API costsFree tier; Pro $20/mo; Max $200/mo; Teams $40/user/moFree ($0 software); pay own API costsFree tier; Moderato $19/mo; Vivace $199/moFree ($0 software)Standard $20/mo; Max $200/moUnlisted (enterprise/consumer SaaS)Free tier; Pro from $25/mo; Business $50/moFree tier; Core $20/mo; Pro $100/mo; EnterpriseFree tier; Pro $20/mo; Ultra $200/mo; Teams $40/user/moPro $20/mo; Max $200/mo; or PAYG API
Target user / ICPFounders & power users of Claude CodeDevelopers running multiple AI tasks in parallelEnterprise teams, developers needing local + cloud agentsTerminal-native developers, power usersKnowledge workers in finance, ops, professional servicesDevelopers managing 4+ concurrent agents, multi-week projectsEnterprise users, researchers, multi-step problem solvingGeneral knowledge workers, executivesNon-technical founders, indie hackersSolo builders, developers, small teamsSolo developers, small teams, greenfield projectsDevelopers wanting multi-file agentic edits

Data as of June 2026. Sources: web research, medley.sh.

Compare by product

Conductor

Mac-native parallel coding with worktree isolation and polished diff/review/merge UX. You plan the tasks; Conductor executes in parallel.

Choose Conductor if

Your work is primarily coding inside one codebase and you want parallel agents with the best merge UX.

Choose Medley if

Your missions span coding plus adjacent company-building work, or you need decomposition, routing, and an attention queue.

Read Medley vs. Conductor

Devin Desktop

Enterprise IDE-centric agent environment with fleet management, Kanban command center, and Cognition’s models.

Choose Devin Desktop if

You need enterprise procurement, audit logs, and a managed Cognition agent stack.

Choose Medley if

You want the models you already have, local-first control, and missions beyond IDE-centric coding.

Read Medley vs. Devin Desktop

Aider

Open-source CLI pair programming with 100+ LLM providers via litellm. Terminal-native and uses models you already have.

Choose Aider if

You want terminal pair programming with maximum model choice and you are the planner.

Choose Medley if

You need mission decomposition and an attention queue when one session is not enough structure.

Read Medley vs. Aider

Kimi Work

Desktop agent built around Kimi K2.6 for finance, ops, and browser work — coding plus docs.

Choose Kimi Work if

You want Moonshot’s integrated desktop agent for knowledge work and browser automation.

Choose Medley if

You orchestrate Claude Code with mission DAGs and dynamic multi-agent routing.

Read Medley vs. Kimi Work

Gastown

Open-source terminal multi-agent workspace with Git worktrees, TUI dashboard, and Witness/Refinery roles.

Choose Gastown if

You want self-hosted, cross-platform terminal management for 4+ concurrent coding agents.

Choose Medley if

You are a Mac founder needing graphical mission control across coding and company-building work.

Read Medley vs. Gastown

Sakana Fugu

Managed multi-agent cloud API with strong benchmarks and opaque TRINITY routing across a model pool.

Choose Sakana Fugu if

You want a drop-in managed API with no local orchestration setup.

Choose Medley if

You need Claude Code plugin, visible DAGs, per-task cost, and human sign-off gates.

Read Medley vs. Sakana Fugu

town.com

Cloud personal AI chief-of-staff for knowledge workers and executives — non-coding focused.

Choose town.com if

You want a managed executive assistant without coding agents.

Choose Medley if

You run Claude Code across technical missions on your Mac.

Read Medley vs. town.com

Lovable

Browser-based AI full-stack app builder for non-technical founders — chat-driven low-code generation.

Choose Lovable if

You want to generate apps from chat without managing agents or repositories.

Choose Medley if

You already ship with Claude Code and need orchestration above them.

Read Medley vs. Lovable

Replit

Cloud IDE with proprietary Replit Agent 3/4, autonomous debugging, and credit-based billing.

Choose Replit if

You want browser IDE, hosting, and agents in one cloud product with zero local setup.

Choose Medley if

You want Claude Code plugin orchestration across Claude Code on your Mac.

Read Medley vs. Replit

Cursor

AI-first VS Code fork with Composer, multi-model editing, and Background Agents.

Choose Cursor if

You want the best in-editor AI coding experience for greenfield projects.

Choose Medley if

You need mission decomposition and an attention queue across projects and agents.

Read Medley vs. Cursor

Claude Code

Top-tier terminal and IDE coding agent with plan-and-approve workflows and Anthropic BYOK.

Choose Claude Code if

Your work fits in focused coding sessions with you as the planner.

Choose Medley if

You want Claude Code inside missions with parallel steps, routing, and cost per task.

Read Medley vs. Claude Code

Comparison FAQ

Is Medley a replacement for Claude Code?
No. Medley orchestrates Claude Code and other agents. You still use your coding agents for implementation — Medley handles mission planning, routing, parallel execution, and surfacing decisions that need you.
Are these comparisons biased?
We acknowledge where competitors win. Conductor has better diff/merge UX for pure coding. Cursor excels in-editor. Gastown is open source. Medley wins when you need mission decomposition and multi-agent orchestration inside Claude Code.
What does Medley cost compared to alternatives?
Medley is free to use — it uses the models you already have access to in Claude Code. Install the Claude Code plugin. Alternatives like Replit, Cursor Ultra, and Sakana Fugu bill through their platforms; Aider and Gastown are free software in Claude Code API costs.

Ready to try the mission layer?

Install Medley — free, local-first orchestration for AI-native founders on Mac.

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