Tag: context window

Stacked bar visualization of a 200K AI agent context window showing tool definitions consuming two-thirds before the first turn
Observability

Why Does My AI Agent Context Window Fill Up So Fast?

Why does my AI agent context window fill up so fast? Tool…

By Surya Koritala
26 Min Read
Scoreboard visualization comparing advertised versus effective context length across frontier AI models with an accuracy cliff past 128K tokens
Observability

Effective Context Length: The Cliff Past 128K Tokens

The effective context length of frontier models is 60-70% of the advertised…

By Surya Koritala
25 Min Read
Chart comparing advertised versus effective 1 million token context window across 2026 frontier LLMs
Observability

Does the 1 Million Token Context Window Actually Work?

Does the 1 million token context window actually work? 2026 benchmark data…

By Surya Koritala
15 Min Read