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Benchmark Leaderboard Analysis
Frontier Model Benchmarks
Latest scores from tracked labs
Frontier Constellation
Each dot is a model — position reflects benchmark strength, color reflects company
Benchmark Saturation
How much headroom remains
Open vs. Closed
Best open-source score vs. best proprietary score per benchmark
Specialization Matrix
Which benchmark each company leads — no one wins everything
Convergence Clock
How close #2 through #5 are to the leader on each benchmark
Response Lag
Time between first and last company entering each capability
Days at the Top
How long each crown lasted
Release Velocity
Time between model generations
Agentic AI
Open Agent Framework Gravity
Most starred open agent framework
Infrastructure & Capability Scaling
Infrastructure vs. Output
Announced 2026 AI CapEx alongside tracked milestones per company
GPU Power Escalation
NVIDIA AI GPU TDP evolution — watts per chip
AI Energy Footprint
Global data center electricity consumption
Context Windows
Maximum tokens over time
Training Scale
Reported parameters (total)
Efficiency Race
MoE vs Dense architectures
Tracked Breakthroughs & Competitive Dynamics
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The Race
AI Development Pulse
Monthly milestone density
Activity Timeline
When each company ships
Capability Timeline
When each capability first appeared and how quickly it became table stakes
Company DNA
Category focus fingerprint
Momentum
90-day acceleration
Focus Shift
What's getting attention now vs before
First Movers
Who leads each category
Launch Days
Preferred announcement days
Category Dominance
Who owns each space
Buzzwords
Most frequent themes
Term Relations
Which themes appear together