Companies / Data vendor
Refresh
Builds simulated worlds and evals for coding and computer use, which frontier AI labs use to train and benchmark their models. Recorded here: what it sells, in its own words.
San FranciscoFounded 2025refresh.devLatest record 15 Oct 2026
What Refresh sells
In its own words, read on its own site 15 Oct 2026. On the vendor register
- What it sells
RL environments: “We help AI labs achieve SOTA performance on tool-using verticals through high-quality, hand-crafted environments that expose capability gaps.” refresh.dev
Evaluations and benchmarks: “Labs use Refresh environments and evals to measure and push the frontier of what their models can do” refresh.dev
Datasets: “An SFT dataset of real developer workflows from 2K repositories with pre-resolved dependencies and Docker containers.” refresh.dev
Expert and human data: “Refresh builds environments by partnering with expert engineers in our network to source real tasks that break the leading models.” refresh.dev
- Where its data comes from
Made by experts and contractors: “Refresh builds environments by partnering with expert engineers in our network to source real tasks that break the leading models.” refresh.dev
Generated: “Scaling simulation engines in general is human capital intensive, using a weakly supervised approach we can artificially generate and validate hundreds and thousands of environments on demand.” refresh.dev
Replicas of real software: “High-fidelity clones of full software suites, wiring together multiple connected applications, from EHRs to enterprise apps and beyond.” refresh.dev
- Buys data from owners
- Its pages do not say it does.
- Areas its pages name
- Coding, Computer use, Business work, Medical
Cited in this guide
Cite this
AIData.Broker, “Refresh in the AI training data market”, reviewed 15 Oct 2026. https://www.aidata.markets/companies/refresh
Free to reuse under CC BY 4.0 if you credit AIData.Broker and link to this page. Each row names the publication that stated it, and words quoted from a source keep that source's own terms.