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Institute for AI TransformationInstitute for AI Transformation
01 / The model landscape

Explore AI models.

See who makes each model, how you can access it, and what its license allows.

01

Closed

Use the model through a service. The weights stay private.

02

Open-weight

Download the weights and choose where to run them. Check the license.

03

Open-source

Access weights, training code, and data information, with broader rights to use and modify.

Open weights are one part of an open-source release.Read the OSI definition ↗
Sources checked 24 Oct 2026

11 models & model families

Frontier closed models

3

Selected flagship families. Choose an exact version before testing.

Frontier closed models: model, access, license, and comparison
Model & developerAccessLicenseDetails and comparison
ClaudeAnthropicClosed weightsHosted serviceProprietary
GeminiGoogle DeepMindClosed weightsHosted serviceProprietary
GPTOpenAIClosed weightsHosted serviceProprietary

Open-weight & open-source models

8

Released weights you can download, with different licenses and levels of openness.

Open-weight & open-source models: model, access, license, and comparison
Model & developerAccessLicenseDetails and comparison
DeepSeek V4.1 FlashDeepSeekOpen weightsWeights + hosted APIsMIT
Gemma 4Google DeepMindOpen weightsDownloadable weightsApache 2.0
gpt-ossOpenAIOpen weightsDownloadable weightsApache 2.0
Granite 4.2IBMOpen weightsDownloadable weightsApache 2.0
Mistral Large 3Mistral AIOpen weightsWeights + hosted APIsApache 2.0
Muse Spark OpenMetaOpen weightsWeights + hosted APIsMuse Model License
Olmo 3Ai2Open-source releaseDownloadable weightsApache 2.0
Qwen3.8-27BAlibaba CloudOpen weightsWeights; API listedApache 2.0
How to read this directory

This is a curated starting set, not a performance ranking. “Frontier” describes leading-edge capability; it is separate from whether weights are public. Family names identify where to begin. Confirm the exact version, hosting region, and terms before making a decision.

Release watch: Mistral Large 4 is available as a hosted preview. Its launch announcement schedules weights for the end of October; this directory lists the released Large 3 weights. Read the announcement ↗

Open-source labels describe release materials, not model quality or independent certification. View independent model results ↗

02 / Developers & providers

Meet the companies.

Some build models. Some run them for you. Many do both.

Anthropic
Model developer

Claude models and hosted services, with selected models available through cloud partners.

View profile
Cohere
Model developer

Command models and deployment options for enterprise applications.

View profile
Google Cloud
Developer & provider

Gemini, Gemma, and access to models from other developers.

View profile
IBM
Developer & provider

Granite models and enterprise AI software and services.

View profile
Cloud provider

Foundry provides access to Microsoft and partner models, with deployment options and terms that vary by model.

View profile
OpenAI
Model developer

GPT models through hosted services, plus downloadable gpt-oss weights.

View profile

Selected Institute company profiles. Explore the model records above for release-specific documentation.

Our evaluation approach
03 / Research & evaluation

Make the choice concrete.

Define the work, agree on a test, and compare the full cost of a useful result.

Build a model buying brief

Write down the same requirements for every candidate. Your answers stay in this tab and are included in your download.

04 / Essential guides

Start with the fundamentals.

Clear explanations of the concepts behind the choices. Open to everyone.

Continue exploringAgentsNeoClouds
Your shortlist

Compare your models.

Review access, deployment, and terms. Test performance on your own tasks.