The process

One product. Nine stages.
No human in the chain.

Every tracked product goes through the same pipeline every day — crawled, extracted, argued over by an independent audit panel, snapshotted, written up, narrated, rendered and published. Watch it run below, or click any stage to stop and read.

  • Skild BrainRobotics
  • Phoenix8th generation
  • ApolloRobotics
  • Nuro DriverRobotics
  • Waymo DriverRobotics
  • ALIA CX300ALIA VTOL / CTOL
  • WingFree tier
  • Skydio X10$11000
  • Devin$20
  • Gemini Code Assist$19
  • Figma AI$3
  • Meta AIFree tier
  • Amazon Q Business$3
  • watsonx Orchestrate$530
  • Tenstorrent Blackhole$999
  • Huawei Ascend 910CChips & Compute
  • SambaNova SN40LFree tier
  • Groq LPUFree tier
  • AWS Trainium2Chips & Compute
  • Google TPU Ironwood$5.4
  • ROS 2Free tier
  • NEO$200
  • Unitree G1$13500
  • AtlasRobotics
  • Skild BrainRobotics
  • Phoenix8th generation
  • ApolloRobotics
  • Nuro DriverRobotics
  • Waymo DriverRobotics
  • ALIA CX300ALIA VTOL / CTOL
  • WingFree tier
  • Skydio X10$11000
  • Devin$20
  • Gemini Code Assist$19
  • Figma AI$3
  • Meta AIFree tier
  • Amazon Q Business$3
  • watsonx Orchestrate$530
  • Tenstorrent Blackhole$999
  • Huawei Ascend 910CChips & Compute
  • SambaNova SN40LFree tier
  • Groq LPUFree tier
  • AWS Trainium2Chips & Compute
  • Google TPU Ironwood$5.4
  • ROS 2Free tier
  • NEO$200
  • Unitree G1$13500
  • AtlasRobotics

One product · nine stages · zero human steps

Stage 01 / 9 · Input

Sources

Every tracked product carries its own set of primary sources. No aggregators, no secondhand blog posts — pricing pages, release notes, documentation and public filings, plus archived captures when we need to reconstruct history.

Segment
Coding
Vendor
Anthropic
Region
Global

Every stage, in one list

  1. Stage 01 · Input

    Sources

    Vendor pricing, changelogs, docs, filings, Internet Archive

  2. Stage 02 · Daily

    Crawl

    A scheduled sweep visits every tracked product

  3. Stage 03 · Model

    Extract

    Pulls price, version, limits and models-in-use out of the page

  4. Stage 04 · Adversary

    Audit panel

    Independent jurors vote agree, disagree or unverifiable

  5. Stage 05 · Store

    Snapshot

    Only verified deltas are written to the timeline

  6. Stage 06 · Write

    Briefing

    The day's material changes become a written brief

  7. Stage 07 · Voice

    Script

    The brief becomes a narrated episode script

  8. Stage 08 · Video

    Render

    Frames rendered from the same data, long-form and vertical

  9. Stage 09 · Output

    Publish

    YouTube, the site archive and social — untouched by hand

Check our work

The audit panel's verdicts are public, and so is the raw dataset. If a number looks wrong, you can see who checked it and what they disagreed about.