Habitat Inc D Verified
RL environment company · Coding
- Domains
- Coding Computer Use Enterprise Workflows
- Tier
- D why
- Snapshot
What Habitat Inc does
Habitat Inc builds verifiable coding RL tasks from real open-source commits using a paid network of engineers, and now presents itself as an 'autonomous firm' that buys businesses and runs them with AI agents.
- Sells
- RL environments and Data
- Leads with
- Coding
- Based in
- San Francisco, USA
- Team
- 1-10
- Website
- habitat.inc ↗
What Habitat Inc sells
Read from Habitat Inc's own website, checked October 11, 2026: the line that puts it in each category.
RL environments
“Adapt the commit into a task description, golden patch (the solution), and test patch (verification tests).”
code.habitat.inc/welcome ↗
Data
“We pay top engineers $100-300/hr for coding challenges that can stump our AI model.”
code.habitat.inc/welcome ↗
Domains Habitat Inc covers
Coding leads with
“Your tasks help AI learn from its mistakes and get better at real-world coding.”
code.habitat.inc/welcome ↗
Habitat Inc competitors and alternatives
The companies that sell the most of the same things in the same domains, and what they share with Habitat Inc.
- Datacurve Also sells RL environments and human data · also in coding
- Revelo Also sells RL environments and human data · also in coding
- Abundant Also sells RL environments · also in coding
- Bespoke Labs Also sells RL environments · also in coding
- Diffuse Labs Also sells RL environments · also in coding
Tier D
Very early: no disclosed funding or accelerator, and little presence on X.
How much stands behind a tier: usage, who backs it, a confirmed line from its own site or paper, and a clear read on X. High with three of the four, medium with two, low otherwise.
- team 1-10
- investors: General Catalyst
- no disclosed funding, under 1k followers, little X discussion
- in curated RL directories (2 pts)
How we got to tier D
- Adoption: team 1-10; investors: General Catalyst; no disclosed funding, under 1k followers, little X discussion. Tier D.
- On X: unclear, none buzz No move.
- In curated RL directories: 2 points, a floor of none.
- Confirmed: a line from its own site or paper places it.
A clear view on X moves a tier one step up or down; most entries don't move. How tiers work.
Habitat Inc funding
Backed byGeneral Catalyst
Funds 1
- General Catalyst
Backed by General Catalyst
- Read: “Backed by General Catalyst”
- Found word for word on its own site: habitat.inc
- No other page or directory names it yet
Every figure is quoted from its own site, its accelerator or a funding announcement; a round's amount and lead appear only when its quote states them. Startup databases are never used as evidence. Checked 2026-10-11. How funding is checked.
Where Habitat Inc sits
Its domain on the map, live. Hover a logo for its name; click to open it. Open it on the full map
Next: browse all environments. Entry from the RL Research daily scrape of public sources, 2026-11-05 snapshot.