Every camera and lens on PhotoWorkout carries a Lifecycle Status badge — a single label that tells you, at a glance, where the product sits in its market journey: brand new, currently sold, fading from shelves, or fully archival.
This page explains what each status means, how we compute it, and how often we refresh it.
Why we built this
Most camera databases reduce the question of “can I still buy this?” to a single boolean — discontinued: yes/no. That collapses six meaningfully different states into noise: a 2024 Sony A7 V on backorder looks identical to a 1954 Leica M3 only available at auction.
We classify gear across eight categories that reflect the actual buying experience. A “Current Model” you can walk into a store and buy is a fundamentally different proposition from a “Discontinued — NOS Possible” item where new sealed stock occasionally surfaces. The badge tells you which one you’re looking at.
The eight statuses
🟦 Coming Soon / Pre-Order
The product has been officially announced but is not yet generally available. You can reserve, waitlist, or pre-order, but it isn’t on shelves.
Example: A camera announced at a trade show with a “ships May 28” date.
🟢 New Release — In Stock
Released within the last 12 months and currently available new.
Example: A flagship mirrorless that launched last fall and is in stock at major retailers.
🟡 New Release — Limited Availability
Released within the last 12 months but hard to buy right now — low stock, backordered, or temporarily out of stock.
Example: A popular new lens facing supply constraints in its first six months on the market.
🟦 Current Model
Released 1–5 years ago and still actively sold new. Not the newest thing, but firmly on the active lineup.
Example: A 2022 mid-range body that the manufacturer still produces and retailers still stock.
⬜ Legacy Model — Still Sold New
Released more than 5 years ago but still available new. Often gear that remains relevant or unchanged for a long time — premium glass, beginner-friendly bodies that anchor the lineup.
Example: A classic prime lens that’s been in continuous production for a decade.
🟧 Discontinued — NOS Possible
No longer actively produced or widely sold new, but unopened (“new old stock”) units may still occasionally appear at retailers, warehouses, or marketplaces.
Example: A camera officially retired 18 months ago, with a handful of sealed units still in circulation.
🔴 Used Market Only
Discontinued and not realistically available new. Commonly found used on Reverb, eBay, Facebook Marketplace, or KEH.
Example: A beloved 2015 enthusiast body that’s a steady performer on the used market.
🟪 Rare / Collectible / Archive
Very hard to find through regular channels. Usually old, collectible, or historically notable — surfacing mainly through auctions, collector forums, or estate sales.
Example: A 1950s rangefinder, a discontinued limited-edition optic, or vintage cinema glass.
How we compute the status
The badge updates automatically using three inputs:
- Release year — recorded in our database from manufacturer announcements.
- Current stock data — pulled from major retailers (primarily Amazon, via the Rainforest API), refreshed daily.
- Product news signals — supply intel from manufacturer announcements and editorial coverage (via Tavily), refreshed monthly.
Our classifier applies a deterministic set of rules to those inputs. Editorial overrides — set by our team when we know something automation can’t — always take precedence. We log a one-line reason for every classification so the why is transparent (visible in the tooltip on the badge).
Refresh cadence
- Daily: any item whose stock changed today gets re-classified.
- Weekly (Sundays): all items get re-evaluated, catching items that cross release-age thresholds (a camera turning from “New Release” into “Current Model” on its first anniversary).
- Monthly: news-signal re-extraction (release date intel, supply shortages, end-of-production announcements).
- On-demand: when our team edits an item, the badge updates immediately.
Why the classifications might look “wrong” sometimes
A few honest caveats:
- Amazon isn’t the whole market. We classify based on widely-available retail data, which is heavily Amazon-weighted. A camera might be available new at a specialty store while we show “Discontinued — NOS Possible.” If you spot this, the news signal will usually correct it on the next monthly pass, or an editor will override manually.
- Used-vs-new is editor-set. Our retail stock data tracks new listings only — it doesn’t try to detect used-market activity. “Used Market Only” status is applied either by our editors (when they know an item has dropped off retail and survives only on used markets) or by our monthly news-signal pass (when industry coverage flags end-of-production). It is not derived automatically from retail stock data.
- Pre-order data is editor-set today. We don’t auto-scrape pre-order listings (yet). If a freshly announced product hasn’t been flagged by our editors, it might briefly show the wrong status before correction.
- Release year matters more than launch date. We use the publicly-announced release year. Limited launches, regional rollouts, and delays can mean a camera is “new” in one market and “current” in another.
Where you see this status
- On every camera and lens page — top of the page, next to the title.
- On listing and roundup pages — as a filter (“show me Current Models under $2,000”) and a sort option (“newest first”).
- In our editorial alerts — items recently shifting to “Discontinued — NOS Possible” or “New Release — Limited Availability” surface to our team as content opportunities.
If you think a status is wrong, let us know — we read every report and the underlying rules are tunable.
Methodology version 1.0 — last updated 2026-05-21. This classification system is the single source of truth across PhotoWorkout and (Phase 5) SampleShots. Per-site display may differ; the underlying status is the same.
