---
task_categories:
- tabular-classification
- text-retrieval
language:
- en
tags:
- company-funding
- funding-rounds
- venture-capital
- data-enrichment
- company-data
- b2b
- benchmark
size_categories:
- n<1K
configs:
- config_name: companies
  data_files:
  - split: eval
    path: data/eval.jsonl
---

# Company Funding: Public Set

#### 10 companies in the same format as the set the **company funding** benchmark is scored on. Every provider receives the same company domain, and the benchmark scores the latest funding round it returns.

The leaderboard on [openbenchmarks.com/company-funding](https://openbenchmarks.com/company-funding)
is scored on a held-out private set that is not distributed.

## Dataset Description

10 funding rounds announced between 2026-09-16 and 2026-10-13, each confirmed
against the company's own announcement or an investor release. Each row has:

* `case_id`: stable identifier, prefixed `public-`.
* `slice`: `recent` for rounds announced in the 30 days before the query.
* `input_domain`: the domain sent to every provider.
* `input_name`: the company name, for reference.
* `latest_stage`: the most recent funding round, in the benchmark's canonical
  stage taxonomy (`pre_seed`, `seed`, `series_a` through `series_h`,
  `private_equity`, `venture_unspecified`, `debt_or_credit`, and others).
* `latest_announced_on`: the date the round was announced, `YYYY-MM-DD`.
* `latest_amount`: the round size in `currency`. Empty when the announcement
  gives no exact figure for the latest round.
* `currency`: ISO currency code for `latest_amount`.

## Scoring

The headline metric is **correct stage yield**: the share of companies for which
a provider returned the correct latest stage. A missing or wrong stage lowers
the score. An LLM judge compares each provider's stage, date, and amount with
the reference values, using these rules:

* Series A through H need the same letter. Same-letter suffixes such as B1, B2,
  or B+ match Series B.
* Seed, Seed Bridge, and Pre-Series A are equivalent. Seed and Pre-Seed are
  different stages.
* Private equity, growth equity, and strategic or corporate investment are
  equivalent.
* For other disagreements outside the Series letters, an exactly matching date
  or amount can make the answer correct.

Scores on this set are not comparable to the leaderboard.