Research & benchmarks
Model benchmarks grounded in real workloads.
Test models and providers on your workload, not someone else’s benchmark. Inspect the same inputs, actual outputs, economics, and evaluation evidence before you choose.
Start with a benchmark template
Test the same question on your data.
Templates are public starter configurations. Your uploaded dataset, prompts, and outputs remain private.
Structured Extraction Benchmark
Compare schema-valid output, cost, and reliability when turning unstructured text into structured JSON.
Use template →
Classification Benchmark
Compare models on consistent label assignment using your own ground-truth column.
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JSON Schema Compliance Benchmark
Measure schema-valid output, failure rate, price, and speed across providers.
Use template →
Entity Extraction Benchmark
Compare structured entity extraction on the records that actually matter to your workload.
Use template →