Equivalent compute index, not a physical GPU count.
DeAI market summary
DeAI inference throughput
Theoretical maximum throughput of tracked DeAI hardware for the dashboard reference workload, aggregated across networks with compatible inventory data.
Current field comparison
No comparable ratio separate measurements
Tracked DeAI theoretical maximum
642.04B tok/day
OpenAI reported API throughput
21.60T tok/day
DeAI market snapshot
Field-wide totals and coverage across the projects tracked by this dashboard.
Trailing period with unchanged reporting coverage.
Not observed utilization or delivered tokens.
networks with compatible throughput inputs
Aggregate theoretical throughput, tok/day
30 daily aggregate observations.
2026-10-01
2026-10-30
- 2026-10-01: 592174983168.0
- 2026-10-02: 645900062688.0
- 2026-10-03: 653769284832.0
- 2026-10-04: 665871881472.0
- 2026-10-05: 655596672480.0
- 2026-10-06: 644345044128.0
- 2026-10-07: 635179639680.0
- 2026-10-08: 600680730528.0
- 2026-10-09: 589870302048.0
- 2026-10-10: 667260992160.0
- 2026-10-11: 674187009696.0
- 2026-10-12: 650669597568.0
- 2026-10-13: 667247840352.0
- 2026-10-14: 615588002496.0
- 2026-10-15: 621345251808.0
- 2026-10-16: 635455729152.0
- 2026-10-17: 680370550560.0
- 2026-10-18: 640519529472.0
- 2026-10-19: 645427932480.0
- 2026-10-20: 634189412736.0
- 2026-10-21: 631468094400.0
- 2026-10-22: 605254068288.0
- 2026-10-23: 644356839456.0
- 2026-10-24: 649243800576.0
- 2026-10-25: 616227423840.0
- 2026-10-26: 618583732416.0
- 2026-10-27: 625892663520.0
- 2026-10-28: 651900152160.0
- 2026-10-29: 639389828736.0
- 2026-10-30: 642035303424.0
How to read this
- DeAI throughput is the theoretical max throughput of tracked networks; OpenAI's number is reported API demand. They are separate measures, not a capacity-share ratio.
- The reference workload is Qwen 3.6-35B, which requires about 70 GB of VRAM; incompatible GPUs contribute zero throughput.
- The trend excludes earlier dates whose reporting-network set differs from the latest date.
- Current totals combine each contributing network's latest collected value, so source timestamps can differ.