AI Models
Language models, benchmarks, enterprise AI adoption and market dynamics
Good for: compare frontier llm providers when shortlisting an enterprise ai vendor · build a market-sizing memo for an ai infrastructure investment thesis · sketch a build-vs-buy analysis for an internal llm workload · build a market research memo
Data indexes
5AI Capex vs. US Defense Spending
Big Tech’s 2026 AI capital expenditure, by company, set against the US national-defense budget. Combined hyperscaler AI capex is now roughly two-thirds of defense spending — and growing far faster.
Explore index →GLM-5.2 Benchmarks
How Z.ai’s GLM-5.2 stacks up against the frontier (Claude Opus 4.8, GPT-5.5, Gemini 3.1 Pro) and its predecessor GLM-5.1 — across long-horizon coding, standard coding, reasoning, and agentic benchmarks, plus the MTP speculative-decoding gain. The strongest open-source model at launch.
Explore index →The Frontier AI Model Race (2026)
Release cadence, capability-vs-cost frontier, benchmark trajectory, training compute, and the new axis of safety-gated capabilities.
Explore index →US Frontier-AI Policy Tracker
Federal AI governance actions 2023–2026 and the labs inside the August 2026 voluntary model-testing framework.
Explore index →Which Jobs AI Is Actually Hitting
How far AI reaches into the labor market: the share of jobs exposed (global vs advanced economies) and where hiring demand is growing fastest for AI roles and skills.
Explore index →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.