Benchmarkcompany reported
Vals Index
Public benchmark listed in the Vals catalog.
Public / Open
BenchmarksPure-play commercialCatalog available · 19
Vals AI
Independent domain-specific benchmarks for legal, finance, and tax AI
Vals AI is a third-party evaluation company that builds domain-specific benchmarks with practicing professionals, measuring how LLMs perform on real legal, tax, finance, and healthcare tasks. Its Vals Legal AI Report, built with a consortium of law firms, is an industry reference.
Vals Legal AI Report benchmarking legal AI vendors
This legacy directory profile is awaiting claim-level source migration. Existing values are retained, not upgraded to verified facts.
| Website | vals.ai |
|---|---|
| Domains | Legal, Finance, Medical |
| Location | San Francisco |
| Team size | 1-10 |
| Founded | 2024 |
| Founders | Rayan Krishnan, Langston Nashold |
Capability coverage
Focus areas and technical capabilities are shown separately. Missing technical evidence remains Unknown.
Catalog-evidenced technical capabilities
Unknown. No source-backed catalog capability record is available yet.
Capability catalog
Products and services supported by official company materials. Reviewed 2026-08-16.
Benchmarkcompany reported
RSI Index
Public benchmark listed in the Vals catalog.
Public / Open
BenchmarksBenchmarkcompany reported
Web Search Index
Public benchmark listed in the Vals catalog.
Public / Open
BenchmarksBenchmarkcompany reported
Legal Research Bench
Public benchmark listed in the Vals catalog.
Public / Open
BenchmarksBenchmarkcompany reported
Harvey's Legal Agent Benchmark
Public benchmark listed in the Vals catalog.
Public / Open
BenchmarksBenchmarkcompany reported
LegalBench
Public benchmark listed in the Vals catalog.
Public / Open
BenchmarksBenchmarkcompany reported
Finance Agent v2
Public benchmark listed in the Vals catalog.
Public / Open
BenchmarksBenchmarkcompany reported
Excel Modeling Benchmark
Public benchmark listed in the Vals catalog.
Public / Open
BenchmarksBenchmarkcompany reported
MortgageTax
Public benchmark listed in the Vals catalog.
Public / Open
BenchmarksBenchmarkcompany reported
TaxEval v2
Public benchmark listed in the Vals catalog.
Public / Open
BenchmarksBenchmarkcompany reported
MedCode
Public benchmark listed in the Vals catalog.
Public / Open
BenchmarksBenchmarkcompany reported
MedScribe
Public benchmark listed in the Vals catalog.
Public / Open
BenchmarksBenchmarkcompany reported
ProofBench v1.1
Public benchmark listed in the Vals catalog.
Public / Open
BenchmarksBenchmarkcompany reported
SAGE
Public benchmark listed in the Vals catalog.
Public / Open
BenchmarksBenchmarkcompany reported
Vibe Code Bench v1.1
Public benchmark listed in the Vals catalog.
Public / Open
BenchmarksBenchmarkcompany reported
Code Migration
Public benchmark listed in the Vals catalog.
Public / Open
BenchmarksBenchmarkcompany reported
ProgramBench
Public benchmark listed in the Vals catalog.
Public / Open
BenchmarksBenchmarkcompany reported
Terminal-Bench 2.1
Public benchmark listed in the Vals catalog.
Public / Open
BenchmarksBenchmarkcompany reported
SWE-bench Verified
Public benchmark listed in the Vals catalog.
Public / Open
BenchmarksEnvironments & datasets
Verified public artifacts and documented private commercial inventory.
No verified catalog items recorded yet. This does not mean the company has no environments or datasets.
Sources
Structured sources have not yet been migrated for this profile.
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| Name | Domains | Type / catalog | Location | Team | Funding | Raising |
|---|---|---|---|---|---|---|
| Rise Data Labs RL environments and tasks across multiple domains, supported by a large expert network | Computer Use, Coding, Finance, Cybersecurity, Legal, Data Labeling, Enterprise, Multi-Domain, RLHF, Custom Environments | Data + environments 3 artifacts | New York, United States | 11-25 | - | Unknown |
| AfterQuery Expert human data and RL environments across code, finance, and computer use | Multi-Domain, Coding, Finance | Pure-play commercial 1 artifacts | San Francisco, New York, Seattle | 51-100 | $30.5M total (reported) | Unknown |
| Anthromind Medical and long-horizon environments and expert data | Medical, Long Horizon, Data Labeling | Data + environments Catalog unknown | San Francisco | 1-10 | - | Unknown |
| Dissei Finance-domain RL environments | Finance | Pure-play commercial Catalog unknown | London | 1-10 | - | Unknown |
| General Reasoning Open reasoning data and reward models from the ex-Meta AI reasoning lead | Finance, Long Horizon, Machine Learning | Pure-play commercial Catalog unknown | London, San Francisco | 1-10 | ~$10.9M (reported) | Unknown |
| Halluminate Sandboxed RL environments for finance and enterprise workflows | Finance, Enterprise, Browser | Pure-play commercial Catalog unknown | San Francisco | 26-50 | - | Unknown |