FDM-1 vs Durable

Detailed side-by-side comparison to help you choose the right tool

FDM-1

Automation

Foundation model for computer use trained on 11-million-hour video dataset that can perform complex computer actions like CAD modeling, website navigation, and real-world tasks at 30 FPS.

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Starting Price

Custom

Durable

Automation

AI platform that turns enterprise problems into production-ready automations and custom software without coding, generating real code rather than agent chains.

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Starting Price

Custom

Feature Comparison

Scroll horizontally to compare details.

FeatureFDM-1Durable
CategoryAutomationAutomation
Pricing Plans56 tiers10 tiers
Starting Price
Key Features
  • â€ĸ 11-million-hour video training dataset
  • â€ĸ 30 FPS native video inference
  • â€ĸ Video encoder compressing ~2 hours into 1M tokens
  • â€ĸ Natural language problem-to-requirements conversation
  • â€ĸ Plain-English editable specifications as source of truth
  • â€ĸ Real production code generation (not agent chains)

FDM-1 - Pros & Cons

Pros

  • ✓First computer-use foundation model trained on internet-scale video (11M hours), versus the largest open computer-use dataset of under 20 hours of 30 FPS video
  • ✓Native 30 FPS video processing enables continuous control like smooth mouse movement and CAD operations rather than discrete screenshot-by-screenshot reasoning
  • ✓Highly efficient video encoder compresses nearly 2 hours of footage into just 1M tokens, unlocking minute-scale context windows
  • ✓Unsupervised training via the inverse dynamics model removes the bottleneck of expensive contractor-labeled screenshots
  • ✓Test-time compute via OS checkpoints / forking VMs lets the model retry from validated intermediate states on long-horizon tasks
  • ✓Demonstrably general — the same model performs CAD modeling, website fuzzing, and real-world driving without task-specific RL environments

Cons

  • ✗No public API, pricing page, or self-serve access — gated to enterprise and research partners
  • ✗Capabilities are demonstrated through curated video clips rather than peer-reviewed benchmarks against established computer-use leaderboards
  • ✗Released February 23, 2026, so production track record, reliability, and safety guardrails are unproven at scale
  • ✗Inference at 30 FPS on minute-long video contexts implies significant GPU cost not disclosed publicly
  • ✗No documentation of supported operating systems, integrations, or developer tooling beyond the research blog post

Durable - Pros & Cons

Pros

  • ✓Generates real production code rather than brittle prompt-chained agents, resulting in software that performs like engineer-written systems
  • ✓Requirements-first workflow lets non-technical stakeholders edit automations in plain English without filing engineering tickets
  • ✓Self-maintaining automations auto-fix API schema changes and rate limits, reducing long-term operational overhead
  • ✓Connects to 50+ named enterprise integrations (Salesforce, Snowflake, HubSpot, Jira, Stripe, Datadog, etc.) plus any API-accessible system
  • ✓Version history with approval gates (e.g., v2.1.4, v2.1.3) provides audit trail suitable for regulated enterprise environments
  • ✓AI is scoped only where it adds value, avoiding the nondeterminism problems of full LLM-agent architectures

Cons

  • ✗Enterprise-only pricing with no public tiers, free trial, or self-serve signup — every evaluation requires booking a demo
  • ✗Not suitable for solo developers, hobbyists, or small teams without procurement processes
  • ✗Newer platform compared to established automation players like Zapier or Make, with a smaller documented customer base
  • ✗Requires connected systems access upfront, which can slow initial onboarding through enterprise IT and security review
  • ✗Less suitable for simple consumer workflows where a lightweight no-code tool would be faster to deploy

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