Chakra Labs B Verified
RL environment company · Computer Use
- Domains
- Computer Use Tool Use
- On X
- @chakra_ai ↗
- Funding
- $10.1M raised · rounds and investors
- Tier
- B why
- Snapshot
What Chakra Labs does
Chakra Labs sells deterministic clones of production software (Notion, Salesforce, Gmail, GitHub and more) as GUI and MCP reinforcement learning environments, plus trajectory datasets and benchmarks for training and evaluating computer-use agents.
- Sells
- RL environments and Data
- Leads with
- Computer use
- Based in
- New York, USA
- Team
- 11-25
- Website
- chakra.dev ↗
What Chakra Labs sells
Read from Chakra Labs's own website, checked October 11, 2026: the line that puts it in each category.
RL environments
“Deterministic, pixel-perfect reinforcement learning environments with frame-accurate state control”
chakra.dev/ ↗“Model performance on dojo-bench-mini leveraging Chakra environments”
chakra.dev/ ↗
Data
“Deterministic environments with frame-accurate state control, high-fidelity trajectory datasets, and mixed-modality training capability.”
chakra.dev/ ↗
Domains Chakra Labs covers
Computer use leads with
“Collaborative reinforcement learning environments for computer use research.”
chakra.dev/ ↗“An open platform for interactive clones of production software built to the same standard as frontier lab infrastructure.”
chakra.dev/ ↗
Benchmarks Chakra Labs built or runs
MAGI built it
“Chakra Labs has built a new benchmark to measure this capability directly: MAGI (MCP and GUI Benchmark).”
chakra.dev/magi-bench ↗
Chakra Labs competitors and alternatives
The companies that sell the most of the same things in the same domains, and what they share with Chakra Labs.
- Cua Also sells RL environments, evals and datasets · also in computer use and enterprise work
- Markov Also sells datasets and RL environments · also in computer use and enterprise work
- AfterQuery Also sells RL environments, datasets and evals · also in computer use and enterprise work
- Collinear Also sells RL environments, evals and datasets · also in computer use and enterprise work
- Refresh Also sells RL environments, evals and datasets · also in computer use and enterprise work
Tier B
Growing: 11 to 50 people, or $3M+ raised.
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 11-50
- raised $10M
- in curated RL directories (5 pts)
On X · unclear, low buzz, from 12 posts about Chakra Labs in the last month
Mentioned mainly as one of many data partners for SemiAnalysis's GDPx benchmark, contributing legal tasks; little independent discussion of its RL environments' quality.
How we got to tier B
- Adoption: team 11-50; raised $10M. Tier B.
- On X: unclear, low buzz. “Mentioned mainly as one of many data partners for SemiAnalysis's GDPx benchmark, contributing legal tasks; little independent discussion of its RL environments' quality.” No move.
- In curated RL directories: 5 points, a floor of C.
- 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.
Chakra Labs funding
- Raised
- $10.1Msum of the rounds below
- Latest round
- Funding round $10.1M2026-01
Rounds
- Funding round · $10.1M · 2026-01
Chakra Labs, an AI infrastructure company that turns public web data into structured datasets to power and improve AI model training and inference, has raised $10.1M in funding according to a recent SEC filing.
- Read: “Chakra Labs, an AI infrastructure company that turns public web data into structured datasets to power and improve AI model training and inference, has raised $10.1M in funding according to a recent SEC filing.”
- Found word for word on a page found by search: alleywatch.com/2026/01/the-alleywatch-startup-daily-funding-report-1-26-2026
- The quote states the amount; no lead is named in it
- 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.
Training methods
Methods Chakra Labs uses, offers or builds for, with public evidence: its own website says so, or two independent sites do.
- RLVR Reinforcement Learning with Verifiable Rewards On its own website
“For RLVR tasks the verifier is code, and a judge compares every rollout against its verdict to flag false positives and false negatives, following the DeepSWE methodology.”
chakra.dev
Where Chakra Labs sits
Its domain on the map, live. Hover a logo for its name; click to open it. Open it on the full map
Latest from Chakra Labs on X
@chakra_ai ↗Next: browse all environments. Entry from the RL Research daily scrape of public sources, 2026-11-05 snapshot.