Cyberdesk vs Isomorphic Labs

Side-by-side comparison of features, pricing, and ratings

Analysis reviewed Live tool data as of 2026-10-18
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At a glance

DimensionCyberdeskIsomorphic Labs
Target IndustryDesktop automation for healthcare, finance, logisticsAI drug discovery for pharma
PlatformWindows-only, on-prem agentN/A (partnership model)
PricingContact sales (likely per-seat or usage)Contact sales (partnership-based)
AI ModelsClaude Sonnet 5, Gemini 3.5 Flash + proprietary self-learningAlphaFold-based predictive and generative models
Use Case FitAutomating legacy Windows apps (EHR, ERP)Large-scale drug design programs
Cyberdesk
Cyberdesk

Cyberdesk is a computer-use agent that automates legacy Windows desktop apps — EHRs, ERPs, and portals — through plain-English workflows triggered from your

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Isomorphic Labs
Isomorphic Labs

Isomorphic Labs uses AI drug discovery models to design novel molecules and predict how candidate drugs will perform.

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Pricing
Contact Sales
Contact Sales
Plans
Custom
—
Popularity
6 views
7.5k views
Skill Level
Intermediate
Advanced
API Available
Platforms
WebDesktopAPI
—
Categories
🖱️ Browser & Computer-Use Agents🤖 Automation & Agents🧠 Agent Memory & Runtimes
🧬 Drug Discovery & Life Sciences
Features
Plain-English workflow authoring for Windows desktop automation
Cyberdriver driver installs on any physical or virtual Windows machine
No firewall rules, VPN, or proxy required for deployment
Intelligent caching makes repeated desktop runs cheaper, faster, and deterministic
Trajectory replay with smart fallbacks for edge-case screens
Claude Opus 5, Claude Fable 5.1, and GPT-6 Astra selectable (September 9, 2026)
Sixteen new model configurations for main agents and computer-use tasks
GPT 5.6 Sol, Terra, and Luna selectable as computer-use models
Claude Sonnet 5 and Gemini 3.5 Flash selectable as computer-use models
Per-provider effort tiers: Low, Medium, High, XHigh, and Max
Max effort tier with 65,536 output token budget and 180-second timeout
Opus 5 thinking-disabled base configuration for fast straightforward runs
is_priority flag on dashboard, API, and SDKs for urgent run scheduling
Downed-machine Slack webhook alerts with org-wide downed machine list
Observability dashboard for workflows, run logs, and machine health
Drug Design Engine spanning generative molecule design through lead optimization
Predictive AI models that anticipate how candidate drugs will perform
Generative models for designing novel molecules
Built on and beyond the Nobel-winning AlphaFold system
End-to-end research collaborations from target identification to lead optimization
Digital biology approach aimed at discovery at digital speed
Named pharma partners include Johnson & Johnson, Novartis and Eli Lilly
Joined the Virtual Biology Initiative to build foundational data for AI disease models
Funder of Biohub's $1.8B initiative to train AI models that predict cell behavior
Bioresilience framework for biological threats and health emergencies
Announced a new path to making medicines with AI
Series B announced May 2026 to scale the Drug Design Engine
Follows a $600M external raise in March 2025
President Max Jaderberg appointed November 2025 to integrate AI and science
Founded by Demis Hassabis, who serves as CEO
Integrations
Slack

What real users say: Cyberdesk vs Isomorphic Labs

Not marketing copy and not our opinion — a structured sweep of public discussion (reviews, forums, communities and video comments), showing what people praise and what they complain about for each tool.

Cyberdesk

54 mentions across 4 sources · 40% positive — mixed (weighted across 4 sources)

Hacker News, YouTube, Product Hunt, GitHub

What users praise

  • • Self-learning cache replays exact steps, making repeat runs cheaper and faster than pure agent loops
  • • No VPN, open ports, or firewall changes needed — a genuine security win for locked-down Windows fleets
  • • Plain-English workflow authoring plus TypeScript/Python SDKs suits developer-first teams
  • • Multiple model options (GPT 5.6 Sol/Terra/Luna, Claude Sonnet 5, Gemini 3.5 Flash) offer reasoning flexibility

What frustrates them

  • • Self-hosting isn't available yet — a blocker for healthcare and finance data-residency requirements
  • • Pricing is 'contact us' only, preventing any upfront cost comparison
  • • Six open GitHub issues linger, including a WebSocket identity-header gap from April 2026
  • • Cloud-only control plane contradicts the security promise for the most regulated buyers

Researched Sep 22, 2026

Isomorphic Labs

No verifiable community signal. We scanned public discussion on Oct 14, 2026 and found posts matching the name “Isomorphic Labs”, but could not establish that they are about this product rather than something else sharing its name. Rather than publish a score built on the wrong subject, we publish none.

Who should pick which

  • Healthcare developer automating EHR workflows
    Pick: Cyberdesk

    Because Cyberdesk is built specifically for automating legacy Windows applications like Epic, supports natural language workflows, and runs securely without VPNs.

  • Finance developer automating data entry/reconciliation
    Pick: Cyberdesk

    Because Cyberdesk can handle desktop automation for financial platforms with its self-learning engine, scheduling, and observability.

  • Pharma company seeking AI-accelerated drug design
    Pick: Isomorphic Labs

    Because Isomorphic Labs offers a partnership model with AlphaFold-based predictive and generative AI, backed by collaborations with J&J.

  • Logistics developer automating ERP tasks
    Pick: Cyberdesk

    Because Cyberdesk automates legacy portals and ERP systems on Windows, with pool parameters and run logging.

  • Individual researcher without pharma partnerships
    Pick: Cyberdesk

    Because Isomorphic Labs is not accessible to individuals; Cyberdesk can automate research data entry tasks.

Frequently Asked Questions

Can Cyberdesk automate MacOS or Linux?

No, Cyberdesk only supports Windows desktop automation.

Does Isomorphic Labs offer a software API?

No, Isomorphic Labs works through research partnerships with pharma companies, not as a software product.

What AI models does Cyberdesk support?

As of June 2026, Cyberdesk supports Claude Sonnet 5 and Gemini 3.5 Flash, plus its proprietary self-learning engine.

Is Cyberdesk suitable for non-technical users?

No, it requires users to write workflows in natural language and manage infrastructure; best for developers.

What are the latest partnerships for Isomorphic Labs?

As of January 2026, Isomorphic Labs entered a research collaboration with Johnson & Johnson.

How is Cyberdesk priced?

Pricing is not public; contact sales for details. Likely per-seat or usage-based.

Can Isomorphic Labs be used for drug repurposing?

It's not the primary focus; the platform is designed for novel molecule design and lead optimization.

Does Cyberdesk require internet access?

It requires an internet connection for the AI engine and dashboard, but no VPN or firewall changes.

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Last reviewed: July 3, 2026