Are these trend rates forecasts?

No. They are published estimates over defined historical windows and should not be treated as guaranteed future rates.

What does TokenLab model data add?

It shows current model availability, categories, and pricing units. External studies explain broader market movement.

Why do different sources disagree?

They measure different samples: public reports, platform traffic, benchmark tests, surveys, and model data. Keeping them separate makes comparisons clearer.

AI Model Reports

AI Model Industry Trends Report

Model scale, training cost, context length, enterprise spend, and current model-market composition.

Training compute growth

Epoch AI

4.5x/yr

growth rate

Compute used to train notable AI models has increased rapidly since 2010.

Frontier training cost growth

Epoch AI

3.5x/yr

growth rate

Epoch estimates frontier language-model training cost has climbed quickly since 2020.

Context window growth

Epoch AI

30x/yr

growth rate

Context windows have expanded extremely quickly since 2023.

Enterprise spend growth

Menlo Ventures

3.2x YoY

growth

Estimated enterprise GenAI spend grew from $11.5B in 2024 to $37B in 2025.

TokenLab model data

Current model mix

TokenLab model data shows visible categories, pricing units, and model families today.

Category distribution

Chat124

Vision89

Image81

Video57

Audio56

Text to Speech19

Speech to Text18

Code13

3d8

Embedding8

Translation5

Music2

Pricing-unit distribution

Per 1M Tokens162

Per Image64

Per Second50

Per Request39

Per Character18

Family footprint

GPT, Claude, Gemini, Grok, DeepSeek, GLM, Qwen, Kimi, MiniMax, and Seedance shape many model-selection conversations.

GPT38

Claude8

Gemini10

Grok18

DeepSeek3

GLM7

Qwen74

Kimi4

MiniMax18

Seedance7

TokenLab model data

Catalog snapshot

Current TokenLab catalog coverage across categories, pricing units, and watched model families.

Category distribution

Chat124

Vision89

Image81

Video57

Pricing-unit distribution

Per 1M Tokens162

Per Image64

Per Second50

Per Request39

Family footprint

GPT38

Claude8

Gemini10

Grok18

TokenLab catalog counts reflect the current public model data snapshot. Industry trend figures remain sourced from external reports.