Singapore COE Prices & Bidding Results Scraper

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"
}

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.

📥 Input · 📤 Output · 💰 Pricing · ▶️ Examples

Table of contents

• What it does
• Quickstart
• Input reference
• Output reference
• Example output record
• Run via API and CLI
• Fetch results
• Billing and limits
• FAQ and troubleshooting

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).

The portal rate-limits anonymous access, so large pulls are paced automatically. Data covers the full published Singapore COE bidding history.

Quickstart

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

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

Leave the filters empty to pull the full bidding history. Every input field is optional; with an empty input the actor returns the most recent exercises (default maxRecords is 10).

Input reference

Field	Type	Required	Default	Description
maxRecords	integer	no	10	Maximum number of COE bidding records to collect. The portal rate-limits anonymous access, so very large pulls are paced automatically.
vehicleClass	string	no	(all)	Keep only one COE category. Exact match on the vehicle class, for example Category A (small cars up to 1600cc / 130bhp), Category B (larger cars), Category C (goods vehicles and buses), Category D (motorcycles) or Category E (open). Leave empty for all categories.
month	string	no	(all)	Keep only one bidding month. Exact match in YYYY-MM format, for example 2024-01. Leave empty for the full history.
searchQuery	string	no	(empty)	Free-text filter across all fields, for example a month or a category name. Leave empty to pull the full bidding history newest first.
sortByNewest	boolean	no	true	Return the most recent bidding exercises first. Turn off to read in the source order (oldest first).

Filters combine with logical AND. If you pass no filters, the actor returns the full bidding history newest first, up to maxRecords.

Output reference

One dataset item per bidding exercise and vehicle category. Types: string, integer, number, or null when the source value is absent.

Field	Type	Description
month	string	Bidding month in YYYY-MM format.
biddingNo	string	Bidding exercise number within the month (1 = first exercise, 2 = second).
vehicleClass	string	COE category, for example Category A to Category E.
quota	integer	Number of COE certificates available in the exercise.
bidsSuccess	integer	Number of successful bids.
bidsReceived	integer	Total number of bids received.
premium	integer	Quota premium (winning COE price) in Singapore dollars.
currency	string	Currency of premium. Always SGD.
year	integer	Four-digit bidding year, or null if the month is malformed.
subscriptionRate	number	bidsReceived / quota, rounded to two decimals. Above 1 means oversubscribed. null if quota is zero or unknown.
successRate	number	bidsSuccess / bidsReceived, rounded to two decimals. null if no bids were received.
unsuccessfulBids	integer	bidsReceived - bidsSuccess (never negative), or null if unknown.
source	string	Data source label. Always the COE bidding results via data.gov.sg.
observedAt	string	ISO 8601 timestamp of when the record was collected.
error	string	Present only on a failed run: a single item with a populated error field is written instead of results.

Example output record

Real record from a live run (input {"maxRecords": 10, "sortByNewest": true}):

{
  "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"
}

Run via API and CLI

Start a run and wait for it to finish, then read the dataset. Replace <TOKEN> with your Apify API token.

Run synchronously and get dataset items in one call:

curl -X POST "https://api.apify.com/v2/acts/scrapers_lat~singapore-coe-prices-scraper/run-sync-get-dataset-items?token=<TOKEN>" \
  -H "Content-Type: application/json" \
  -d '{"vehicleClass":"Category A","maxRecords":50}'

Start a run asynchronously:

curl -X POST "https://api.apify.com/v2/acts/scrapers_lat~singapore-coe-prices-scraper/runs?token=<TOKEN>" \
  -H "Content-Type: application/json" \
  -d '{"month":"2024-01","maxRecords":10}'

Apify CLI:

apify call scrapers_lat/singapore-coe-prices-scraper \
  --input '{"vehicleClass":"Category B"}'

Fetch results

Every run writes to a dataset. Fetch items as JSON, CSV, or Excel by changing format:

# JSON
curl "https://api.apify.com/v2/datasets/<DATASET_ID>/items?token=<TOKEN>&clean=true&format=json"

# CSV
curl "https://api.apify.com/v2/datasets/<DATASET_ID>/items?token=<TOKEN>&clean=true&format=csv"

# Paginate large datasets
curl "https://api.apify.com/v2/datasets/<DATASET_ID>/items?token=<TOKEN>&offset=1000&limit=1000"

<DATASET_ID> is returned as defaultDatasetId in the run object. Use offset and limit to page through large result sets. clean=true drops empty and internal fields.

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 the premium in Singapore dollars? Yes. premium is the quota premium in SGD, and the currency field is always SGD.

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).

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• Singapore HDB Resale Prices Scraper: HDB resale flat transaction prices.
• Singapore HDB Rental Scraper: HDB approved rental transactions.
• Singapore SGX Listed Companies Scraper: companies listed on the Singapore Exchange.
• Singapore MAS Financial Institutions Scraper: MAS regulated financial institutions.
• Singapore GeBIZ Government Contracts Scraper: public sector tenders and awards.

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Independent tool, not affiliated with the Land Transport Authority (LTA). Accesses only publicly available data from the official government open-data portal (data.gov.sg).