Rating Actions

Narrower call-and-meeting utility, not a default general-purpose recommendation.

Company-reported suite reach remains recorded, but feature-level engagement, paid demand and international adoption are not established.

Office market share is not Assistant adoption.

The product is offered, but Assistant-specific seats and revenue remain undisclosed.

Vertex AI and suite modules consolidated into their successor platform.

Google says Vertex AI services continue under Agent Platform. The separate employee-facing Gemini Enterprise app is not merged.

Old API endpoints retired; Veo 3.1 remains available.

The Gemini API lifecycle table distinguishes retired Veo 2/3.0 endpoints from current Veo 3.1. Bundled Google distribution is not Veo adoption.

Added the missing creative suite and company profile.

Company-reported use and commercial scale support inclusion. Unspecified users and annualized revenue are clearly qualified.

Removed the protocol from commercial product rankings; learning resources retained.

MCP is an interoperability standard. Its foundation is not a commercial vendor profile supported by this catalog.

Historical ecosystem influence no longer described as current dominance.

Released weights remain available. Removed unsupported leadership claims and Behemoth from downloadable variants.

Available self-hosted option, not an assumed current market leader.

Current Stable Diffusion availability is verified; 10M users and ecosystem dominance were unsupported.

Removed legacy platform registrations from AI Agent adoption.

Current releases confirm the service is active. Funding, revenue targets and old registrations are not AI Agent active users.

Listing status changed after its STAR Market debut.

The company began trading on August 19, 2026; the profile now uses public-company classification and a dated market-cap observation.

Added after its Hong Kong listing with a verified commercial product suite.

Company eligibility is supported by reachable first-party Mech-Vision, Mech-Viz, and Mech-Station product surfaces.

Added as a public embodied-intelligence infrastructure company.

The Robot Brain platform is externally sold and the company reports 2,500+ company customers worldwide; that portfolio count remains qualitative rather than product userCount.

Current generation moved to Hy4 Preview; the product family was updated from the former Hunyuan branding.

Generations remain in the versions block so the canonical buyer-facing family URL does not change every release.

Current generation moved to GLM-5.3-Flash.

The official model page documents native multimodal input, a 1M-token context window, and the current API model code.

Impact was reduced under the domain-blind adoption rule.

Deep penetration among Korean lawyers supports Protected, but 6K users cannot carry the same Impact as horizontal products serving millions.

Impact was raised after K3 established a global open-weight frontier role.

K3's scale, open weights, and documented international benchmark standing meet the catalog's frontier-ecosystem tier, while undisclosed adoption prevents a higher score.

Version, module, modality, and packaging rows were consolidated into buyer-facing product families.

One durable page per brand or series concentrates evidence, links, comparisons, and search authority while versions remain auditable inside the row.