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milliseconds.ai vs ShardStitch

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 ShardStitch
Detailmilliseconds.ai logo milliseconds.aiShardStitch logo ShardStitch
What it doesSmall model. Big decisions. Local-first AI coding memory and recovery for Claude, Cursor, Codex, Gemini, and more
StageNot given Not given
FoundedNot given Not given
Based inCA Not given
Pricing modelFreemium Paid
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. $49 one-time lifetime license, no subscription or recurring fees, Windows/macOS/Linux desktop apps included
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
  • Session recovery across 31 AI coding tools including Claude, Cursor, Codex, Gemini, Cline, Devin, Windsurf, and more
  • Git-aware state tracking with branch, diff, changed files, and recent commits
  • Dependency graph showing file relationships and god-node detection
  • 49 MCP tools callable directly from Claude Code, Cursor, Devin, and Windsurf
  • Session Vault for local recovery history after crashes and outages
  • Zero telemetry with local recovery and optional explicit exports only
  • Hivy on-device intelligence for context trimming and drift detection
  • Windows, macOS, and Linux desktop apps with CLI and VS Code/Cursor extension
  • Council 12-agent review layer for risky handoffs to surface stale assumptions
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
  • Recovers from disk state without needing the old session alive, unlike transcript-based approaches
  • Works after the session ends or is locked out, unlike /compact or /handoff skills
  • Formats for 31 AI tools instead of locking you into one platform
  • Local-first with zero telemetry and no cloud sync unless explicitly configured
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 no change since last check8 no change since last check
Trust Flow (Majestic)285
Citation Flow (Majestic)3120
Referring domains (Majestic)4224

5 details filled in for both companies.

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