// from labels to benchmarks
Capturing More Value with Runloop Benchmarks
Data providers untapped competitive advantage is their access to curated networks of domain experts.
These experts can define scenarios/evals consisting of initial state, prompt, and scoring criteria: the raw material of custom benchmarks.
The Opportunity
Scale Complex Tasks
Structured tasks 4 coding,document processing,security, etc. 4 are complexand costly to label but canbe built into a benchmarkfor automated use.
Increase Margins
Any custom benchmark cangenerate multipletrajectories and syntheticdatasets per customer, ondemand. Benchmarks are acritical precursor to RL.
Widen the Market
Custom benchmarks can be
industry targeted and
iterated upon. Model
builders have exhausted
human-labeled data, and are
seeking high quality
synthetic data.
Why Runloop?
Enterprise Ready
Runloop provides theinfrastructure: scoring,test runners, andpackaging for all-in-onehosted benchmarking
Benchmarking Facility
Labelers can white-label benchmarks to their customers 4 no need to build software.
Tunnels
Expand margins, deepen relationships, and position themselves for the future.
Turn your expert networks into benchmarks
Don't just sell labels. Leverage your experts to create reusable, higher-margin benchmarks that createongoing customer lock-in. Capture more of the value chain.
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