Investors / Abstract / Compare with BGF

Abstract vs BGF

Abstract lists 242 portfolio companies and has joined 49 funding rounds; BGF lists 339 companies and has joined 21 rounds. Abstract comes in most often at Series A (48% of its entries), BGF comes in most often at Series A (63% of its entries). 1 company is on both portfolios, among them Reflex.

AbstractView profilevs

BGFView profile

242Portfolio companies339

49Funding rounds joined21

13Rounds led12

28Rounds, last 12 months15

$20M to $100MTypical round it comes in at$20M to $100M

0%Sites no longer answering0%

Show as a table

Abstract and BGF, head to head
	Abstract	BGF
Portfolio companies	242	339
Funding rounds joined	49	21
Rounds led	13	12
Rounds, last 12 months	28	15
Typical round it comes in at	$20M to $100M	$20M to $100M
Sites no longer answering	0%	0%

Where they come in

share of entries by stage

Pre-seed2%0%

Seed24%5%

Series A48%63%

Series B20%21%

Growth7%11%

AbstractBGF

Show as a table

Entry stages of Abstract and BGF, share of entries
	Abstract	BGF
Pre-seed	2%	0%
Seed	24%	5%
Series A	48%	63%
Series B	20%	21%
Growth	7%	11%

Themes

share of checked companies

AI & Machine Learning27%10%

Healthcare & Biotech9%19%

Industrial & Manufacturing4%13%

Fintech12%6%

Enterprise Software11%7%

Education3%8%

AbstractBGF

Show as a table

Themes of Abstract and BGF, share of checked companies
	Abstract	BGF
AI & Machine Learning	27%	10%
Healthcare & Biotech	9%	19%
Industrial & Manufacturing	4%	13%
Fintech	12%	6%
Enterprise Software	11%	7%
Education	3%	8%

Companies both back

Reflexreflex.dev

Shared companies are those both firms' own portfolio pages list, each checked against the company's site. The same comparison through the API is POST /v1/overlap, for up to 20 firms. How the data is graded

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Compare Abstract and BGF as data

Pull both portfolios and every co-investor through one API key or MCP, and lay up to 20 firms side by side with POST /v1/overlap. A free account adds Ask AI searches and alerts when either firm adds a company.

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Ask AI5 plain-English investor searches a day
Full listsEvery portfolio row and two-firm overlap
API and MCP100 REST or MCP calls a month, one key
AlertsFollow 5 investors for portfolio and fund changes

VCinfo API

$ curl -H "X-API-Key: YOUR_KEY" \
  https://api.vcinfo.io/v1/firms/abstract.com/portfolio

# also
GET /v1/firms/bgf.co.uk/portfolio
GET /v1/firms/abstract.com/coinvestors

The same data as an MCP server for Claude, Cursor and other AI tools. Set up MCP · Docs · Pricing