LLM WATCH
Futuristic AI Dashboard Visualization
Captured

Executive Summary

Core signal this week

Current phase

What Changed Since Last Issue

New

New This Issue

Model Org License Key Highlight

Releases Explorer

Browse the newest open-weight launches and the closed-source context releases that frame them.

Filters:
Compare Model & Creator Params (Total/Active) Architecture License Key Highlights / Milestones
Model Organization Release Date Context / Performance Notes

Composite Rankings

Cross-slice rankings from the baseline's open-weight, benchmark, and price-quality snapshots.

Artificial Analysis / Composite

Open-weight frontier signals from recent composite summaries.

WhatLLM / Price-Quality

Price-quality and speed-context slices for the strongest open source options.

Benchmark Leaders

The strongest single-metric and category-leading results cited in the baseline.

Benchmark Leader Score / Value Type

Licensing Matrix

Commercial usability and license-risk context for the current baseline.

License Type Representative Models Commercial Compatibility Status

Use Cases Guide

Pick a deployment goal to see the best match and runner-up for this baseline.

RECOMMENDED TARGET

Best pick and runner-up from the current baseline

PRIMARY PICKRecommended Model
RUNNER UPAlternative Weight
Deployment Criteria
Deploy locally or via orchestrator API.Verified June 2026

What to Watch For

Signals most likely to move the field over the next 30 days.

Sources Cited

Primary sources used to build the June 2026 baseline snapshot.

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Compare Weight Snapshots

Select of 2 models to run side-by-side verification

Weight Verification Compare

Metric / Metric Spec
Creator/Organization
Release Snapshot Date
Total Weight Parameters
Active Inference Parameters
Architecture Structure
License Commercial Safety
Core Benchmark & Performance Milestones