Singapore COE Prices & Bidding Results Scraper

Singapore COE Prices & Bidding Results Scraper

The most complete Singapore COE bidding results scraper available. It returns every field the official COE bidding feed exposes for each exercise, plus derived demand analytics (subscriptionRate, successRate, unsuccessfulBids, year) that raw-feed dumps do not provide, and gives you four filters to target exactly the records you need.

Here is one real result, with every field the actor returns:

{
  "month": "2026-08",
  "biddingNo": "1",
  "vehicleClass": "Category E",
  "quota": 254,
  "bidsSuccess": 208,
  "bidsReceived": 443,
  "premium": 131000,
  "currency": "SGD",
  "year": 2026,
  "subscriptionRate": 1.74,
  "successRate": 0.47,
  "unsuccessfulBids": 235,
  "source": "Singapore COE bidding results (data.gov.sg)",
  "observedAt": "2026-08-10T14:17:25.961Z"
}

What it does

The actor reads the official Singapore Certificate of Entitlement (COE) bidding results published on the government open-data portal (data.gov.sg), applies the filters you pass as input, paginates through matching exercises, and writes one normalized record per bidding exercise and vehicle category to the run's dataset. On top of the raw feed (quota, premium, bids received and successful) it computes the subscription rate, the success rate, the number of unsuccessful bids and the bidding year, so you can rank demand and price trends without extra parsing. Premiums are in Singapore dollars (currency is always SGD).

Quickstart

Open the actor, paste this into the input, and press Run. It returns the 10 most recent bidding results.

{
  "maxRecords": 10,
  "sortByNewest": true
}

Billing and limits

• Pay per result. You are charged per record returned (result event). See the pricing tab for the current per-result price.
• No charge on failure. If a run errors, the actor writes a single item with a populated error field and does not charge for it. Empty runs cost nothing.
• Spend cap respected. Set maxTotalChargeUsd on the run; once reached, the actor stops emitting and charging further billable results.
• Free Apify plans are capped at 10 records per run. Upgrade for higher maxRecords.
• Source rate limit. The data.gov.sg portal throttles anonymous access, so large pulls are paced automatically (about one page every 10 seconds).

FAQ and troubleshooting

A run returned 0 records. Why? The filter matched nothing. Check the exact vehicleClass or month value, or leave the filters empty to pull the full history. Zero-result runs are not charged.

How do I get the price history for one category? Set vehicleClass to the exact category name, for example Category A, and set maxRecords high to pull its full history.

What is subscriptionRate? Total bids received divided by the quota. A value above 1 means the exercise was oversubscribed (more bidders than certificates).

Is this an official LTA or COE tool? No. This actor is independent and has no affiliation with the Land Transport Authority. It reads only data that is publicly available through the official government open-data portal (data.gov.sg).