Sim vs Claude Cowork
Sim is the open-source AI workspace where teams build, deploy, and manage AI agents visually, conversationally, or with code. Here is how Sim compares to Claude Cowork on platform architecture, AI capabilities, integrations, pricing, security, and support. Every fact below is sourced and dated.
Sim is an open-source AI workspace for building, deploying, and managing AI agents. This page compares Sim to Claude Cowork across platform architecture, AI capabilities, integrations, pricing, security and compliance, observability, and support, using sourced, dated facts for buyers evaluating both platforms.
What is Sim?
Sim is the open-source AI workspace where teams build, deploy, and manage AI agents, connecting 1,000+ integrations and every major LLM to automate real work visually, conversationally, or with code.
What is Claude Cowork?
Claude Cowork is Anthropic's autonomous desktop agent, built into the Claude Desktop app. Give it a goal in plain language and it works across your local files, folders, and apps (via connectors, a browser, and direct screen control) to finish a multi-step task end-to-end. It is not a visual workflow builder or automation/integration platform like Sim, n8n, or Zapier. It's a session-based agent that only runs while the desktop app is open and the computer is awake.
Sim vs Claude Cowork: feature-by-feature comparison
CompareSim vs Claude Cowork
Sim
Claude Cowork
Platform
Builder type
Visual canvas, chat, or codeVisual drag-and-drop canvas, natural-language (Chat), or code (API/SDK)
Conversational agent, not a visual builderConversational/prompt-driven autonomous agent (not a visual workflow builder). The user describes a goal in natural language in the Cowork tab of Claude Desktop. Claude analyzes the request, creates a plan, and executes across files, apps, and connectors without step-by-step drag-and-drop configuration.
Learning curve
Low, plus natural-language Chat for non-technical usersLow for visual building; natural-language Chat surface for non-technical builders. Chat lets users describe a workflow in plain language and have Sim build it.
Low. Built for non-technical usersLow. Designed for non-technical knowledge workers. Marketed for knowledge workers who need to handle repetitive, multi-step tasks involving files, documents, and data without technical or coding expertise. Interaction is purely natural-language prompts.
Self-hosting
Deployment options
Cloud-hosted or self-hosted, no mid-tier VPC optionCloud-hosted (managed, multi-tenant SaaS) or self-hosted (Docker/Kubernetes). No documented managed single-tenant/VPC hosting tier in between. The Enterprise plan's only hosting-related row in the pricing comparison table is a boolean "Self Hosting" flag; there is no dedicated-instance/VPC offering.
Desktop app (Mac/Windows/Linux beta) + mobileClaude Desktop app (macOS, Windows, Linux beta); companion mobile messaging while desktop app stays active. Tasks execute in an isolated virtual machine on the user's computer. Pro/Max users can message and monitor from a phone while the desktop app remains open.
Templates
Plugin marketplace + OSS templatesPlugin marketplace + open-source plugin templates. Plugins bundle skills, connectors, sub-agents, and slash commands into installable packages. Anthropic provides starter templates and an open-source knowledge-work-plugins repo.
License
Apache 2.0Apache License 2.0
Closed-source proprietary productProprietary (closed-source SaaS/desktop product). Claude Cowork is a commercial Anthropic product bundled into paid Claude plans. Not open source, unlike Sim.
Environment promotion
Yes: fork a whole workspace into a dev/qa/prod-style child, diff it, and promote or roll back changes in either direction. Credential and env-var remapping is required before every promote, so secrets are never silently copied across environments. Gated to Enterprise plan on hosted Sim, or a FORKING_ENABLED flag on self-hosted deployments.
No dev/staging/prod conceptN/A: no dev/qa/prod concept exists. Cowork is a single-session desktop agent, not a deployable multi-stage application. There is no environment fork/promote concept.
Version control
Deployment rollback plus Copilot edit diff/revertDeployed-version history with rollback for every workflow; server-persisted checkpoint/revert and visual diff (accept/reject) specifically for Copilot AI edits. Manual drag-and-drop undo/redo is client-side/localStorage only (capped at 100 ops, 5 stacks), not server-synced across devices. Deployment history does not include an arbitrary version-to-version diff tool, and knowledge base documents have no version history.
No native version controlNot documented, no native version control. Plugins and skills are file-based (SKILL.md and package files), so a user could track them in an external VCS, but there is no built-in versioning, diffing, or rollback for tasks or plugins.
Realtime collaboration
No: Claude Cowork sessions run for a single user and cannot be shared with others in real time. There is no live multi-cursor, multi-selection editing of the same Cowork task. The closest feature, 'Shared Workspaces,' lets humans and the agent work on shared cloud files together, but it coordinates through file locking (the agent locks a file while editing, then releases it), not live synced editing.
Native file storage
Yes: a native Files area with folder hierarchy, link-based sharing (public, password, email OTP, or SSO auth), and a workspace-level Recently Deleted view covering workflows, tables, knowledge bases, files, and folders. Admins can restrict which share-auth modes (public/password/email/SSO) a permission group is allowed to use.
No: Claude Cowork works directly on the user's local files and folders inside an isolated sandboxed VM on their own machine. It is not a native cloud file-storage product with its own folder hierarchy, link-based sharing (password/SSO options), and deleted-item recovery. Recovering files after a destructive Cowork action relies on OS-level backup tools (Time Machine, File History, iCloud) or third-party recovery scripts, not a built-in trash or recovery feature.. Cowork has deleted user files with no built-in recovery path, underscoring that this is local file access, not a managed storage product.
Sub-workflows (composition)
No: Claude Cowork has no visual workflow builder and no feature to call one saved task as a reusable step inside another task. Anthropic's scheduled-tasks documentation describes each scheduled task as its own independent Cowork session, with no composition or nesting mechanism.. Cowork's closest analog is model-driven 'sub-agent coordination', where Claude itself decides to break a single task into parallel sub-agent workstreams at run time. That is not a user-authored, reusable sub-workflow the way a workflow platform lets you call a saved flow as a step with explicit parent-waits-for-child data passing.
Pricing
Pricing model
Credit-based billing, BYOK exempt from capsCredit-based usage billing (Stripe), with bring-your-own-key exemption from metered caps
Included in Claude subscription plansBundled into Claude subscription plans (no separate Cowork charge). Cowork is included at no additional charge on Pro, Max, Team, and Enterprise plans, subject to each plan's overall usage limits.
Entry paid plan
Pro plan at $25/user/monthPro: $25 per user/month
$17/mo annual ($20/mo monthly)Pro plan. $17/month billed annually ($20/month billed monthly). Pro is the lowest-priced individual plan whose feature list explicitly includes Claude Cowork.
Free tier
Free plan excludes CoworkFree plan exists but does not include Claude Cowork. The Free plan's feature list does not mention Cowork; Cowork requires a paid plan (Pro, Max, Team, or Enterprise).
Bring your own key
Not documentedNot documented / not applicable. There is no bring-your-own-API-key or bring-your-own-model option for Cowork. It runs exclusively on Claude models under the user's subscription.
Security & compliance
SOC 2
Data residency
Full control via self-hosting; Cloud region toggle is global, not per-customerFull data control via self-hosting (Docker/Kubernetes); data never leaves customer infrastructure when self-hosted. On Sim Cloud, async job execution has an internal US/EU region toggle, but it is deployment-wide, not a customer-selectable per-workspace residency option
No Cowork-specific residency controls; company-wide default is multi-region processing, US-based storage. Anthropic's general policy processes data in the US, Europe, Asia, and Australia by default, with data at rest stored in the US. Guaranteed regional inference is only available via AWS Bedrock, GCP Vertex AI, or Microsoft Foundry deployments of the Claude API. This is not a Cowork feature.
Role-based access control
Audit logging
OTel only, not in Compliance APILimited: not in Compliance API/exports; OpenTelemetry is the primary visibility path. Cowork activity is not captured in the Compliance API. Team/Enterprise customers can stream tool/file/skill/approval events via OpenTelemetry to SIEM tools, with a shared user identifier allowing correlation with, but not replacing, Compliance API records.
Additional compliance
SOC2SOC2. Self-hosting is the primary lever Sim offers for data-residency-sensitive compliance needs beyond SOC2, rather than additional certifications.
ISO 27001, ISO 42001, HIPAA-ready, GDPRISO 27001:2022, ISO/IEC 42001:2023, HIPAA-ready (BAA via sales-assisted Enterprise), GDPR. Company-wide Anthropic certifications, not Cowork-scoped.
Model & tool governance
Yes: enterprise "permission groups" let an admin allow-list/deny-list specific LLM providers and models, and separately deny specific tools/integrations (or disable all MCP or custom tools) per group, layered on top of workspace admin/write/read roles. This does not control whether an LLM provider retains prompts. Sim offers no "zero data retention" mode or governed AI gateway. A separate, Enterprise-gated feature lets orgs set a log-retention window and redact PII, but that only controls how long Sim itself keeps execution logs.
Yes: Group Spend Limits and Per-Tool Connector Controls (GA, April 9, 2026). Group Spend Limits are per-team/per-group budgets set from the admin console (all paid plans), with the most-restrictive limit across a user's groups applying. Per-Tool Connector Controls let admins restrict specific actions within an MCP connector organization-wide (e.g. Gmail read-only, no send).
Credential governance
Yes: shared credentials (connected accounts, service accounts, workspace secrets) are their own nested permission level (Member/Admin) below organization and workspace roles, and enterprise permission groups can further allow-list specific integrations and restrict which file-share auth modes (public/password/email/SSO) a group may use. A user's personal environment variables/secrets are never shared or inherited by anyone, including org owners/admins.
Yes: On Enterprise plans, custom roles have a dedicated Connectors tab (separate from Capabilities/Permissions). Admins set access per connector, and per tool within a connector, as Always allow / Needs approval / Blocked, so a role can be limited to specific connected credentials rather than every organization connector.. Applies only to members on the 'Custom' role. User/Admin/Owner roles see every connector enabled org-wide.
Single sign-on (SSO)
Yes: Claude Enterprise supports SAML 2.0 single sign-on with identity providers like Okta, Entra ID, Google, OneLogin, JumpCloud, and Duo, plus domain capture (claims your email domain so all logins route through SSO) and automated JIT/SCIM user provisioning and de-provisioning tied to the IdP.. This is an Enterprise-plan feature covering claude.ai, Claude Desktop, and Cowork logins collectively, not configured separately for Cowork. Anthropic's SSO documentation describes SAML integrations specifically; it does not document OIDC support.
Vetted first-party integrations
Yes: every one of Sim's 302 blocks is first-party authored and code-reviewed through the standard pull-request process in the main Sim repository; there is no public marketplace where an arbitrary third party can publish and have other users install executable tool code without going through Sim's own review. Custom code steps run inside Sim's own isolated-vm sandbox rather than as an installable third-party skill package, so the supply-chain trust boundary is Sim's codebase review, not an open registry.
Partial: first-party catalog + open, unvetted plugin ecosystemPartial: Anthropic maintains first-party catalogs (anthropics/skills, anthropics/knowledge-work-plugins, the 11 plugins bundled into Cowork), but the plugin/skill ecosystem is open by design. Any developer can host a plugin marketplace as a git repo, and users add it via `/plugin marketplace add`, with no Anthropic approval queue or review gate before installation.. Third-party community sites (ClawHub, skills.sh, and others) distribute unvetted, community-authored skills for Claude Code/Cowork. Snyk's ToxicSkills audit of ~3,984 skills on ClawHub and skills.sh found 1,467 with security flaws and confirmed 76 active malicious payloads built for credential theft, backdoors, and data exfiltration. Koi Security separately audited all 2,857 skills on ClawHub and flagged 341 as malicious, 335 tied to one coordinated campaign ("ClawHavoc"). These incidents sit in the broader Claude Skills/plugin ecosystem, not Anthropic's own first-party catalog.
PII redaction
No/Unknown: Anthropic documentation does not describe a native, automatic PII detection/redaction feature applied to Cowork workflow content or retained logs. Third-party tools (gateway layers, Presidio-based scanners, the 'noirdoc' plugin) exist to add PII scrubbing around Claude, but this is not a built-in platform capability.
Custom data retention
Yes: Enterprise plan Owners/Primary Owners can set a custom data retention period (minimum 30 days) for conversation data and audit logs in Organization settings > Data and Privacy. Without customization, data is kept indefinitely.. This is an org-wide Claude Enterprise setting, not per-resource-type the way Sim's granular retention is. Cowork's local session history sits outside this policy entirely, stored only on-device. Anthropic's current documentation does not describe a Zero-Data-Retention addendum for conversation data.
White-labeling
No/Unknown: There is no evidence Anthropic lets an Enterprise customer replace Claude's own product branding (logo, product name, theme colors) inside the Claude Desktop, Cowork, or claude.ai interface itself. Claude Design (launched April 2026) lets Claude produce branded deliverables (documents, decks, landing pages) carrying the customer's brand, but that brands the output, not the vendor's own workspace UI.
AI capabilities
Multi-LLM support
21 providers incl. OpenAI, Anthropic, Google, Bedrock21 provider integrations (OpenAI, Anthropic, Google/Gemini, Azure OpenAI, Azure Anthropic, Groq, Cerebras, Mistral, xAI, Bedrock, Vertex, Ollama, OpenRouter, and more). apps/sim/providers/models.ts defines 21 provider entries; openrouter/litellm/vllm/ollama resolve models dynamically at runtime rather than from a hardcoded model list.
Agent reasoning blocks
Natural-language building
Knowledge base / RAG
Project memory only, no RAGPartial: project-scoped memory/files, not a dedicated vector DB/RAG feature. Memory is supported within projects but is not retained across standalone Cowork sessions. There is no dedicated knowledge-base/embedding/RAG system comparable to Sim's Knowledge Base module.
MCP support
Evaluation & guardrails
LLM-judge Evaluator plus Guardrails validation blockEvaluator block (LLM-judge scoring against user-defined named metrics) and Guardrails block (JSON validity, regex, RAG/hallucination scoring, PII detection/masking). These are per-call scoring/validation primitives, not a batch golden-dataset eval-suite runner or A/B prompt-testing harness.
Safety guardrails, no eval frameworkSafety guardrails, not a formal eval/testing framework. Protections include RL training against malicious instructions, content classifiers scanning untrusted content for prompt injection, and per-application permission gates. There is no eval-suite/regression-testing feature for tasks.
Human-in-the-loop
Yes: plan review and per-action approval by default. Claude shows a plan and waits for approval before acting. Explicit permission is required before permanently deleting files and before accessing each application. An opt-in 'Act Without Asking' mode removes step-by-step pauses but increases prompt-injection risk.
Generative media
Dynamic tool use
No: an Agent block calls tools the workflow author explicitly added to it at build time, rather than browsing and picking from a broader pool (e.g. an entire MCP server catalog) at inference time. Runtime MCP "discovery" exists to resolve/refresh the schema of an already-configured tool. The model does not browse or choose from the server's full tool list.
Yes: Claude selects tools/connectors dynamically at runtime. Claude picks the fastest path itself: a connector for Slack, Chrome for web research, or the screen to open apps when there's no direct integration. By comparison, Sim's workflow builder lets users configure which tool or connector an agent step uses at build time.
Automatic model fallback
No: a failed or rate-limited LLM call is retried using Sim's own hosted API keys for the same model, rather than automatically switching to a different model or provider. A "fallback" comment in the provider layer refers to rotating among Sim's own hosted API keys for the same model, not switching models.
Not documentedUnknown. No documentation describes automatic fallback between Claude models on error/overload for Cowork tasks.
Agent skills
Yes: named, reusable "Agent Skills" (built on the open Agent Skills / SKILL.md format) that agents load on demand via progressive disclosure, editable in-app or imported from a SKILL.md file or GitHub URL. Only the skill name and description sit in the agent's system prompt (~50-100 tokens each); the full instructions load into context only when the agent calls load_skill.
Yes: Claude Skills let a builder write a reusable instruction set once (a folder with a SKILL.md file plus optional reference docs, templates, and scripts). Claude automatically pulls in the right skill whenever the context matches, across Claude Code, Claude Desktop, Cowork, and claude.ai. Anthropic also ships a pre-installed 'Skill Creator' tool for building new skills.. Skills with executable code files (Python/bash) only run in Claude Code and Cowork, not in plain claude.ai chat.
Native chat deployment
No: Claude does not offer a native feature to deploy a configured agent as a standalone public-facing chat surface. Claude Projects can only be shared internally (org-wide 'Public' visibility inside the same organization, not the open internet), and Claude Artifacts can be published/embedded as static interactive content, but neither is a deployable conversational agent endpoint.. Third parties (e.g. Composio, Social Intents) offer unofficial embeddable widgets wrapping the Claude API, but that is not a native Anthropic feature.
Parallel execution
Yes: a native Parallel block fans a run out into concurrent branches (fixed count or one per list item) and joins their results back into the workflow automatically. Contained blocks run concurrently instead of sequentially, either a fixed number of times or once per item in a list/collection, and each branch's output aggregates for downstream blocks.
Yes: Anthropic's help documentation for Claude Cowork states that Claude 'breaks complex work into smaller tasks and coordinates parallel workstreams to complete them' and 'may coordinate multiple sub-agents working simultaneously' for complex tasks, with results synthesized back into one outcome.. This is model-driven sub-agent fan-out, not a user-authored 'parallel branches' node in a visual builder (Cowork has no visual workflow canvas). The underlying mechanism matches Claude Code's dynamic workflows, which fan work across concurrent subagents (up to 1,000 total, capped at 16 concurrent) and merge results, but Cowork's documentation describes this at a higher, less configurable level.
Agent2Agent (A2A) protocol
No: Anthropic documentation does not state that Claude Cowork (or Claude products generally) implements the Agent2Agent (A2A) protocol as an agent-to-agent peer standard.. Anthropic ran a joint webinar on deploying multi-agent systems using MCP and A2A together with Claude on Google Cloud Vertex AI, but that describes third-party orchestration infrastructure around Claude, not native A2A support built into Cowork or the Claude API. Anthropic's own multi-agent story is MCP for tool/data connections and Managed Agents/sub-agent coordination for delegation, not A2A.
Loop / iteration block
No: Claude Cowork has no visual builder and no dedicated for-each/while loop container that iterates a set of steps over a list or fixed count. Anthropic's documentation describes scheduled tasks re-running on a time cadence (hourly/daily/weekly), not a loop node iterating over items within a single run.. The closest mechanism is Claude's own model-driven 'parallel workstreams' for breaking one task into concurrent sub-agents, the opposite of sequential per-item iteration and not user-configurable as a loop primitive.
Integrations
Integrations
302 blocks, ~3,900 tool actions302 first-party blocks, ~3,900 underlying tool actions. Sim's landing page cites "1,000+ integrations," a broader figure counting individual API actions rather than top-level blocks. Both numbers describe the same integration surface.
200+ connectors (estimated)200+ connectors (third-party estimate; Anthropic does not publish an exact figure). Anthropic's Connectors Directory lists connectors like Linear, Slack, Google Drive, Google Workspace, and Microsoft 365, but no primary Anthropic page states a total count.
Trigger types
Webhook, cron, chat, REST API, triggers for 61 appsWebhook, schedule/cron, chat, REST API, and event-based triggers for 61 apps (Slack, Gmail, GitHub, Stripe, etc.)
Manual or scheduled only, no webhooksManual (on-demand) or schedule-based only. No external event/webhook triggers. Tasks start either by user prompt (desktop or mobile) or on a defined schedule (hourly/daily/weekly/weekdays); scheduled runs require the computer awake and desktop app open. There is no capability to trigger a task from an inbound webhook or other external event.
Custom code steps
API publishing
SDKs & extensibility
Plugin/skill files, no dedicated SDKPartial: file-based plugin/skill authoring, not a dedicated public SDK. Skills are plain SKILL.md instruction files. Plugins bundle skills, connectors, slash commands, and sub-agents together, and a built-in Skill Creator tool generates skill files interactively. New connectors are built as standard MCP servers rather than through a Cowork-specific SDK.
Publish as MCP server
N/A: consumes MCP, no evidence of publishing as serverUnknown/Not applicable: Claude Cowork is an MCP client (it consumes remote and custom-connector MCP servers), but there is no evidence Cowork lets a user publish a Cowork session/task or a 'workflow' as a callable MCP server for external tools to consume.. Cowork is a desktop agent, not a workflow builder with deployable artifacts, so the reverse-direction 'publish as MCP server' concept doesn't map onto it the way it does for Sim.
Observability & durability
Tracing & observability
Yes: execution logs include a per-block/per-span trace view (duration, cost, token counts, and latency stats like TTFT/TPS) with expandable nested iteration groups, plus a "View Snapshot" frozen copy of the workflow structure and block states at run time for debugging. This trace view is built directly into Sim rather than a raw export browsable in an external tool like Jaeger, and does not expose aggregate latency-percentile charts (p50/p95/p99). The run snapshot serves as a log-detail/debugging artifact rather than a resumable mid-run checkpoint.
OTel events, not block-level tracingOpenTelemetry event stream (Team/Enterprise), not block-by-block execution tracing. Cowork emits OTel events for tool/connector calls, file reads/modifications, skills used, and whether each action was approved manually or automatically, compatible with Splunk/Cribl SIEM pipelines. An Analytics API adds per-user activity and skill/connector invocation counts plus DAU/WAU/MAU. This is coarser than a per-block execution trace like Sim's Logs module.
Durability & retries
Tool-call retries (up to 10x); single-attempt job orchestrationIndividual tool/API calls have configurable exponential-backoff retry (up to 10 attempts). The background job-orchestration layer itself retries only once by design. Durability instead comes from consecutive-failure tracking on schedules and the human-in-the-loop snapshot pause/resume mechanism. Sim does not offer guaranteed-once-only block execution, a failed-run holding queue for manual recovery, or a "replay a past execution with its original inputs" feature. The per-execution debugging snapshot serves as a log-detail artifact rather than a resumable mid-run checkpoint.
Client-dependent, not server-durableWeak. Client-dependent, not durable server-side execution. Scheduled tasks only run while the computer is awake and Claude Desktop is open. A missed run due to sleep or a closed app is skipped and auto-run on next wake (with a notification), rather than executed at the scheduled time on infrastructure independent of the user's machine.
Failure alerting
Notifies only on skipped runsMinimal. Notification only for skipped scheduled runs. Users receive a notification when a scheduled task run is skipped because the computer was asleep or the app was closed. There is no broader failure-alerting/retry policy for task errors.
Data drains
Yes: Enterprise orgs can continuously export workflow logs, job logs, or audit logs on a schedule to a customer-owned S3 bucket, GCS bucket, Azure Blob container, BigQuery table, Snowflake table, Datadog logs intake, or an HTTPS webhook. Each drain exports exactly one data source; multiple drains are created to export multiple sources. Viewing drain config/run history is restricted to org owners/admins.
Yes: Claude Enterprise's Compliance API (GET /v1/compliance/activities) gives programmatic, ongoing access to the organization's activity feed and configuration state. Anthropic supports pull-based pipelines that continuously land this data in S3/Azure Blob and feed SIEM tools like Datadog Cloud SIEM. There is also a narrower manual CSV audit-log export in claude.ai org settings.. This is a general Claude Enterprise platform feature (Compliance API), not a Cowork-specific setting. Cowork's own local session history is not centrally exportable by admins.
Async execution
Yes: a workflow can be triggered in fire-and-forget async mode, returning HTTP 202 with a job ID immediately, then polled via a dedicated jobs endpoint through queued/processing/completed/failed states. Async jobs are tracked via polling the job endpoint rather than a completion webhook/callback option.
No: Claude Cowork does not offer true server-side background execution you can walk away from indefinitely. The Claude Desktop app must remain open while Claude works, and closing the app ends the session. Scheduled/recurring tasks (set up via the /schedule skill) run at a set cadence, but only while the computer is awake and the desktop app is open, and they are skipped, then caught up later, if the app is closed when the run was due.. The phrase 'assign a task and step away' means you don't have to babysit each step in real time within an open session, and scheduled tasks let you check back later for results. But this is not equivalent to a cloud job you can trigger and poll while fully offline: the desktop app and an awake machine are hard prerequisites.
Execution limits
5-50 min sync timeout, 90 min async, 15-300 concurrentPlan-gated: synchronous API calls time out at 5 minutes on the free plan and 50 minutes on paid plans, async calls at 90 minutes on every plan, with 15 to 300 concurrent executions per billing entity depending on plan. These limits are not published in docs; request bodies are separately capped at 10 MB.
10-min request timeout, rolling 5-hour windowAnthropic publishes only relative and structural limit information for Cowork/Claude Code, not fixed absolute numbers: usage is metered on a rolling 5-hour window, which varies by plan (Pro, Max, Team, Enterprise) and was doubled, with the peak-hours limit reduction removed, in Anthropic's May 2026 update. Per-request behavior is concrete: the default API request timeout is 10 minutes (600000ms, configurable via API_TIMEOUT_MS), and transient errors are auto-retried up to 10 times (capped at 15) with exponential backoff before surfacing a failure.. Anthropic does not publish an exact numeric ceiling for '5-hour window' usage (e.g. a fixed message or token count) or a concurrent-task limit for Cowork specifically, only that limits are plan-dependent and were doubled/loosened in May 2026. The 10-minute request timeout and retry counts come from Claude Code's official error reference, which states it applies across the CLI, Desktop app, and web.
Partial-failure handling
No: Cowork/Claude Code runs as a single sequential agentic conversation rather than a branching workflow. There is no mechanism to route a failed step to a separate error-handling path while the rest of the run continues independently. Anthropic's error reference describes only two outcomes for a failure: transient errors (server 5xx, overload, timeouts, dropped connections) are automatically retried up to 10 times with exponential backoff, and the run continues if a retry succeeds; once retries are exhausted, the error surfaces and the in-flight turn halts, requiring the user to retry the request or use /rewind to step back to an earlier checkpoint and resume manually.. This is a materially different model from a DAG-style workflow with per-branch try/catch: Cowork has no concept of parallel branches where one can fail into an error handler while sibling branches keep executing. GitHub issues on Cowork task failures corroborate that a hard failure stops the task rather than isolating it to one step.
Support
Support channels
Community support plus Enterprise 'Dedicated Support'Community (open source, GitHub) plus an unquantified "Dedicated Support" flag on the Enterprise plan. Enterprise and pricing pages do not include CSM, onboarding/enablement, or professional-services details beyond a plan-comparison-table "Dedicated Support" flag.
AI bot for all, human on paid plansAI support bot for all tiers; human support (in-app messenger + email escalation) for Pro/Max and Enterprise Owners; no phone or live chat. An AI bot is available to all users via the in-app support messenger. Pro/Max users and Enterprise Owners get full human Product Support access. Anthropic does not offer phone or live chat support.
SLA
Not publicly documentedNot publicly documented. No published SLA terms exist. Sales-assisted Enterprise plans offer dedicated customer success management but no stated uptime/response-time SLA.
Community
100,000+ buildersOver 100,000 builders use Sim
City meetups + open-source plugin repoCity-based community program + open-source plugin repo (no dedicated forum found). Anthropic runs a city-based 'Claude Community' program; an open-source knowledge-work-plugins repo exists for sharing Cowork/Claude Code plugins. There is no dedicated public discussion forum comparable to n8n's or Sim's community forum.
Academy / training
Yes: Anthropic Academy (anthropic.skilljar.com) offers a structured set of free, self-paced courses across three tracks (AI Fluency, Product Training, Developer Deep-Dives), each awarding a completion certificate, plus a paid proctored 'Claude Certified Architect' professional certification launched under the Claude Partner Network.. This is a general Claude/Anthropic learning resource, not Cowork-specific, but it covers Cowork usage (e.g. the 'Introduction to Claude Cowork' course).
Sim standout features
AI Copilot / Chat agent-building surface
Chat and in-editor Copilot suggest and build workflow changes directly.
A natural-language surface (Chat) and in-editor Copilot that can explain, suggest, and build workflow changes directly, backed by a dedicated copilot module with its own tool registry.Hybrid semantic + keyword knowledge base
Combines vector and full-text search with configurable chunking across 11 file formats.
Built-in RAG with pgvector embeddings and a generated tsvector column for combined vector + full-text search, plus a token-based chunker with configurable chunk size/overlap and 11 supported file formats (csv, doc, docx, html, json, md, pdf, pptx, txt, xlsx, yaml).Native MCP client and server
Call external MCP servers as tools, or expose Sim workflows as an MCP server.
A dedicated MCP block lets any workflow call external MCP servers as a tool, and a serve/workflow-servers API surface lets Sim expose its own workflows as MCP servers.Fork a workspace into dev, qa, and prod environments
Fork, diff, and promote environments with mandatory credential remapping.
Fork a whole workspace into a dev/qa/prod-style child environment, preview a diff, and promote changes bidirectionally. Credential and env-var remapping is required on every promote, so secrets never cross environments silently.Human-in-the-loop approvals with durable resume
Pause a run for human approval and resume later via a durable snapshot link.
A dedicated block pauses a run and waits for a human-submitted approval form, backed by persisted execution snapshots so the run can resume later via a link, even after a server restart.Self-hostable under Apache 2.0
Fully open source with Docker Compose and Helm deployment options.
Fully open source (Apache 2.0), with Docker Compose files and a Helm chart for Kubernetes deployment, alongside a managed cloud-hosted option.Documented Claude Cowork limitations
No unattended/webhook-triggered automation. Desktop app must stay open
Tasks only run manually or on a schedule while the desktop app is open and awake.
Task initiation is either manual (prompt via desktop or mobile) or on a user-defined schedule (hourly/daily/weekly/weekdays). Scheduled tasks only run while the computer is awake and the Claude Desktop app is open; if the device sleeps or the app is closed, the run is skipped and auto-executed on next wake, with a notification. There is no external event/webhook trigger capability.No API publishing / callable endpoint deployment
Tasks cannot be published as callable API endpoints for external systems.
Cowork has no mechanism to publish or deploy a task as an API endpoint that external systems can call. Unlike a Sim workflow, it is strictly a session inside the Claude Desktop (and companion mobile) app, run manually or on a schedule.Cowork activity is not captured in audit logs / Compliance API
Cowork actions are absent from the Compliance API and standard data exports.
Cowork activity does not appear in the Compliance API or standard data exports. OpenTelemetry (Team/Enterprise only) is the only visibility mechanism, and it can be cross-referenced with Compliance API records via a shared user identifier, but it is not a full audit trail on its own.Computer-use has no sandboxing between Claude and the screen
Screen/computer-use actions run unsandboxed, carrying prompt-injection risk.
Unlike file operations or code execution, which run in an isolated VM, direct computer-use/screen interaction is not sandboxed. Anthropic documents prompt-injection risk and recommends active supervision, avoiding sensitive data, and caution with the 'Act Without Asking' mode.Bottom line
Choose Sim if you want an open-source, self-hostable AI workspace that treats AI agents as first-class citizens: native multi-LLM support, real-time multiplayer editing, environment promotion (dev/qa/prod), human-in-the-loop approvals, and enterprise governance (SSO, credential-level permissions, audit logs) built in rather than bolted on.
Choose Claude Cowork if you specifically need dynamic, runtime tool selection (no pre-wiring): Claude picks the fastest path itself at execution time: a connector for Slack, Chrome for web research, or direct screen/computer-use to open an app when no direct integration exists, rather than a builder pre-wiring which tool/connector an agent step uses.
Frequently asked questions
Sim is an open-source AI workspace where teams build, deploy, and manage AI agents visually, conversationally, or with code. Claude Cowork is Anthropic's autonomous desktop agent, built into the Claude Desktop app. Give it a goal in plain language and it works across your local files, folders, and apps (via connectors, a browser, and direct screen control) to finish a multi-step task end-to-end. It is not a visual workflow builder or automation/integration platform like Sim, n8n, or Zapier. It's a session-based agent that only runs while the desktop app is open and the computer is awake. Teams considering a switch typically weigh licensing (Sim is Apache 2.0 and self-hostable), pricing model, and how AI-native the platform's agent-building experience is.