Industry Report · April 2026
2,200 words of sourced data on where AI agents actually stand — adoption rates, reliability math, cost trends, framework adoption, and what's coming in H2 2026.
40%
apps embedding agents by EOY
11%
running in production today
280x
inference cost drop since '22
Sources: Gartner, McKinsey, G2, LangChain, Epoch AI, AWS
April 1, 2026·9 min read
Key Findings
5 headline stats that define the agent landscape right now
Market State
Adoption rates, vendor consolidation, and where budgets are going
The Reliability Gap
Why 85% per-step accuracy fails at scale — with the math
Cost Analysis
280x inference cost drop and what it means for ROI
Framework Landscape
LangChain vs CrewAI vs AutoGen — adoption data, not opinions
H2 2026 Predictions
6 evidence-based predictions for the next 6 months
Methodology
How we collected and validated the data
Plus 4 data tables with sourced stats from Gartner, McKinsey, G2, LangChain, Epoch AI, and AWS pricing data.
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