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milliseconds.ai vs DiffCue

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 DiffCue
Detailmilliseconds.ai logo milliseconds.aiDiffCue logo DiffCue
What it doesSmall model. Big decisions. Code review for uncommitted git changes before you commit
StageNot given Startup
FoundedNot given Not given
Based inCA CA
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. 5 free reviews with no signup or credit card, then $4.99 once for unlimited use on up to 2 Macs. A review includes every AI summary, explanation, and chat message for one repo for one day. No subscription; 30-day refund policy. Free 1.x updates 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
  • Hunk-by-hunk code explanation with AI
  • Interactive chat thread per hunk for follow-up questions
  • Side-by-side before and after view of changes
  • One-line AI summary for each file
  • Saved chat threads and explanations that persist between sessions
  • Support for OpenAI, OpenRouter, or any OpenAI-compatible endpoint
  • API key stored securely in macOS Keychain
  • Works with code written by humans or AI agents
  • License works on up to 2 Macs
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
  • One-time $4.99 purchase with no subscription or recurring fees
  • Free trial with 5 reviews and no signup or credit card required
  • Built specifically for reviewing uncommitted changes, not a general git client with chat attached
  • Your code never leaves your chosen AI provider, never sent to DiffCue
  • Interacts with AI agents from Cursor, Copilot, Claude Code, and Windsurf
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 checkNot checked yet no change since last check
Trust Flow (Majestic)280
Citation Flow (Majestic)3112
Referring domains (Majestic)421

6 details filled in for both companies.

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