AI Models
Language models, benchmarks, enterprise AI adoption and market dynamics
Good for: build a market research memo · create a short executive brief · compare this topic with another sector or geography · generate follow-up research questions
AI Model Performance vs Cost
Model Benchmarking
Top finding: Premium models offer 15-20% better performance at 10-20x cost
Enterprise AI Investment 2024
Enterprise Adoption
Top finding: 18% conversion rate from awareness to full adoption
AI Use Case Distribution
Application Areas
Top finding: Customer service automation dominates with 32% of use cases
AI Model Training Cost Evolution
Training Economics
Top finding: Training costs increased 850% from 2020 to 2024
LLM Market Share 2024
Language Models
Top finding: Three frontier providers (GPT-4, Claude, Gemini) collectively control 85% of enterprise LLM deployments.
AI Adoption Rate by Industry
Industry Analysis
Top finding: Technology sector leads with 87% AI adoption rate
Monthly AI Model Usage Growth
Usage Trends
Top finding: All major models showing consistent month-over-month growth
AI Model Capabilities Comparison
Model Comparison
Top finding: Claude excels in creative writing and context handling
AI Token Usage Heatmap
Time Analysis
| Mon | Tue | Wed | |
|---|---|---|---|
| 00:00 | 45 | 48 | 52 |
| 06:00 | 68 | 72 | 75 |
| 12:00 | 92 | 95 | 98 |
| 18:00 | 85 | 88 | 90 |
Top finding: Peak usage occurs during business hours (12:00-18:00)
Frontier AI Model Race 2026 — Release Cadence by Lab
Frontier Cadence
Top finding: Anthropic shipped 4 frontier releases in H1 2026, with Fable 5 introducing the first publicly-documented safety-gated capability fallback.