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milliseconds.ai vs Mirafold™

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

milliseconds.ai compared with Mirafold™
Detailmilliseconds.ai logo milliseconds.aiMirafold™ logo Mirafold™
What it doesSmall model. Big decisions. A full interface for terminal coding agents
StageNot given Not given
FoundedNot given Not given
Based inCA US
Pricing modelFreemium Not given
PricingTest plan: 125 million free input tokens per month with test_sk keys. Production plan: $0.04 per million input tokens with prod_sk keys (no charge for output tokens). Minimum credit bundle of $10 to unlock production access. Free: $0, includes the full local product, all four agents (Claude Code, Codex, Gemini CLI, OpenCode), full interface with generative UI and mission control across unlimited sessions. Pro: $12/mo or $99/yr, adds cross-device access with QR code pairing and end-to-end encrypted relay.
Key features
  • Classification with score distribution and confidence
  • Text and image extraction
  • Yes/no decisions with probability
  • Entity recognition and extraction
  • Field verification against source
  • Multi-level classification (classify-tree)
  • OpenAI SDK compatibility
  • Sentiment or tone rating
  • Question answering with source spans
  • SDK support for TypeScript and Python
  • Structured UI for diffs, checklists, tables, charts, and diagrams
  • Mission control shows all sessions at a glance
  • Workspace changes view to review Git diffs
  • Cross-device Pro relay with end-to-end encryption
  • Support for local models via Ollama, LM Studio, or vLLM
  • Interactive PTY mode for sudo and ssh commands
  • Pinned widgets and generative UI in sandboxed iframes
  • Linux desktop app with .deb, AppImage, and .tar.gz packages
  • API key never serialized to browser
  • Full visibility of thinking, tool calls, tokens, and cost
What makes it different
  • Optimized for bounded decisions with millisecond latency, avoiding slow token-by-token generation
  • Extremely cost-effective at $0.04 per million input tokens with no output token charges
  • 125 million free test tokens monthly with no card required
  • Production-ready with REST API, SDKs, and CLI interfaces
  • Structured responses enable direct application logic without additional parsing
  • Same agent, same settings and memory — Mirafold only upgrades the interface
  • Nothing the terminal shows is lost — full superset of output
  • All MIT open source including the relay code
  • Works entirely locally with no agent modifications needed
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)18 −1 (down) since last check4 no change since last check
Trust Flow (Majestic)280
Citation Flow (Majestic)3124
Referring domains (Majestic)4283

5 details filled in for both companies.

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