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Benchmark Lab

Jev Benchmark Lab

Compare systems by metric with mandatory source-kind labels. Vendor claims, independent publications and Workstation methodology demos are never mixed silently.

Lab version lab-v0.1Last methodology update 26 September 2026Landscape cutoff 26 September 2026
Methodology notice

Rows tagged vendor_reported quote TypeSafe (or partners) with links. Rows tagged independent quote third-party publications. Rows tagged workstation_methodology illustrate harness wiring and must not be cited as Workstation-measured production results until a suite is promoted to workstation_measured in a later lab version.

Suite version
cite-2026-09-19
Samples
60–791 depending on source
Date
19–20 Sep 2026
Network in latency?
Yes

A — Intent / triage (cited public results)

Public triage/intent-style measurements from OpenRouter and AyAutomate, plus TypeSafe’s qualitative positioning. Not a single merged leaderboard.

Jev 1.13 (OpenRouter triage)
194 ms p50
GPT Luna (OpenRouter triage)
1.106 s p50
Claude Opus (OpenRouter triage)
1.957 s p50
TypeSafe workflow Pareto claim
Vendor: ~70–500 ms class
SystemSource kindSourceAccuracyp50 latencyCost note
Jev 1.13 (OpenRouter triage)independentOpenRouter tutorial tables59/60 intent (98.3%)194 ms p50$0.0248 / 1k (author table)
GPT Luna (OpenRouter triage)independentOpenRouter tutorial tables59/60 intent (98.3%)1.106 s p50$0.0921 / 1k (author table)
Claude Opus (OpenRouter triage)independentOpenRouter tutorial tables60/60 intent (100%)1.957 s p50$2.88 / 1k (author table)
TypeSafe workflow Pareto claimvendor_reportedTypeSafe announcementWorkflow-eval Pareto (qualitative)Vendor: ~70–500 ms classHomepage cites up to 444.6× cheaper vs refs — vendor caveat: likely high-end
What this does not prove

These rows do not prove Workstation reproduced the runs. Different datasets and cardinalities are not comparable as one ranking.

Jev series hubModel selection manualReproducibility pack