Across nearly 1,000 repositories.
66%Fewer tokens per agent task
Outcome
Cut token costs by half
Without context, agents make mistakes and burn tokens on corrections. Unblocked gives them the full picture up front, so production-ready code costs less.
Without Unblocked
With Unblocked
48% fewer tokens for the same task.
Teams already spend fewer tokens with Unblocked
Read Cloudbeds’s story →
Across 20 tasks in Claude Code and Cursor.
40%Lower median token spend
The experiment
We ran the same engineering task twice: once with Unblocked and once without it, using the same coding agent, codebase, and prompt.
The results with Unblocked
48%Fewer tokens
60%Lower cost
75%Fewer correction cycles
Token savings
With full context on dependencies and consumption patterns, the agent produced code without expensive searching or discarded output.
Without Unblocked
With Unblocked
Cost savings
Tokens translate to budget line items. At Claude Sonnet pricing, the same task cost $12 more. At scale across a team, that difference compounds quickly.
Without Unblocked$20.30
With Unblocked$8.09
Reduced rework
With connected understanding of module dependencies, API consumption patterns, and backwards compatibility requirements, the agent produced production-ready code on its first attempt.
Without Unblocked
Broke backwards compatibility
12 compilation failures
Cascading module breaks
Quality Bar
failed
With Unblocked
Backwards compatibility preserved
Tests pass across modules
Matches team patterns
Quality Bar
passed