In development

Evaluate & compare

AERIF Model Lab

A workbench for comparing models, providers, and their trade-offs.

Explore the workspace What works today Follow development

The workspace

Built around a clear job.

An evaluation workstation foundation for model candidates, benchmark runs, comparisons, and reviewable promotion records. Evaluation recommendations are separate from lifecycle and execution authority. A recommendation does not establish that a model is installed, reachable, loaded or healthy.

Implemented

Model registry

Organize model candidates and explicit provider metadata.

Limited

Evaluation workspace

Explore comparisons with clearly labeled simulated data.

Limited

Reviewable promotion

Export recommendation records without taking over runtime routing.

Inside Model Lab

A closer look at the work.

Historical product captures with their original truth labels; these images were not recaptured at the latest suite checkpoint. Select any image for a larger Web-sized view.

01 / 05

AERIF Model Lab browser demo: overview — core dark, with visible SIMULATED or DEMO provenance labels. — Product capturesimulatedBrowser demo overview
AERIF Model Lab's browser demo workspace: four fictional configurations and explicitly simulated evidence.
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02 / 05

AERIF Model Lab browser demo: exact configuration catalog, with visible SIMULATED or DEMO provenance labels. — Product capturesimulatedExact configuration catalog
Four fictional configurations with context, backend and quantization details. No model is installed, contacted or measured by this screenshot.
Select image to enlarge · Web-sized derivative

03 / 05

AERIF Model Lab browser demo: benchmark studio, with visible SIMULATED or DEMO provenance labels. — Product capturesimulatedBenchmark builder
The browser demo's benchmark builder presents workload and resource review before a deliberate in-process simulation.
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04 / 05

AERIF Model Lab browser demo: configuration comparison, with visible SIMULATED or DEMO provenance labels. — Product capturesimulatedSimulated comparison
Four fictional configurations compared using simulated evidence. The displayed rankings are not real-model recommendations or measurements.
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05 / 05

AERIF Model Lab browser demo: explainable proposal, with visible SIMULATED or DEMO provenance labels. — Product capturesimulatedExplainable proposal
The browser demo explains a weighted synthetic recommendation with fallback and exclusion context. It does not activate live routing.
Select image to enlarge · Web-sized derivative

Media is selected for local editorial review; publication approval remains pending. Provisional artwork and compatibility identifiers are preserved. Captures do not establish a public release.

Local

Limited

Browser evaluation workbench verified; native desktop shell and packaging remain unverified.

API / endpoint

Planned

Structural adapters exist; live provider evaluation is not enabled or validated.

Future Cloud

Planned

AERIF Cloud is a separate future proprietary/private hosted service. No service is available today.

Local Light

Implemented

Simulated workflows run without a loaded model.

Local Quality

Planned

Real local model evaluation is future work.

Custom

Limited

Model/provider records and comparison workflows; no live arbitrary model execution.

API

Planned

Live API evaluation remains future work.

AERIF Cloud

Planned

AERIF Cloud is a separate future proprietary/private hosted service. No service is available today.

Provider boundaries

Deterministic fake providerImplemented

All current benchmark metrics are simulated.

Live local / API modelsPlanned

No live inference claim.

Platform evidence

A portable design is not a tested release.

Windows

In development

Windows desktop shell and packaging remain unverified.

x64

Linux

Planned

A future platform direction; no verified release.

macOS

Planned

A future platform direction; Apple Silicon support is not verified.

Web

Experimental

Simulated frontend workflow; not a production model service.

Hardware requirements and public downloads are listed only when independently verified. No universal RAM, VRAM or GPU guarantee is implied.

Public availability

No public download or source link has been independently verified for this entry. Current screenshots and development checks are not distribution evidence.

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