Glean Claims Its Agent Costs 4x Less Per Task Than Claude Cowork
Scobleizer · x · 2026-08-13
Glean officially benchmarked its platform's token costs against Claude Cowork. The data shows Glean averages $0.45 per task versus $1.84 for Claude Cowork, making it roughly 4x more cost-effective.
This advantage stems from two compounding factors: 2.9x lower token volume and a 1.4x cheaper blended rate per million tokens. Key strategies include:
- Model family routing: Routing between open and closed models, such as utilizing Luna, which is 10x cheaper than Claude Sonnet.
- Model tier routing: Using Opus 10x more often (29% vs 2.8%) but surgically for complex tasks, balanced by cheaper models.
- Better context: Glean’s indexing capabilities result in significantly lower token consumption per query compared to the competitor.
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