Executive Overview
Key metrics, live activity, and what needs your attention.
- OpenRecruit Tier-A node operators in Brazil & IndiaBD · Node Team
Developer activation jumped 4× in Brazil and 3× in India but node density in both regions is low — p95 latency is above target. Coordinate with BD to find local GPU operators.
- OpenConvert the 30 highest-volume unpaid developersBD
Top 30 free-tier developers have consumed >5M tokens each. Targeted outreach with a tailored paid plan could add ~$4k/mo at current pricing.
- OpenBoost Llama 3.1 70B routing to Tier-A nodes in EUAI / Infra
Demand outpaced EU Tier-A capacity at peak UTC hours. Queue depth hit 11% — rerouting to SE/NL spare nodes will recover latency SLA.
- OpenReview FAR Pay top-up failure spike this morningPayments
Failure rate ticked up 0.8pp vs yesterday. Likely a payment gateway timeout — needs confirmation before it becomes a user-visible issue.
Revenue & demand
Last 90 days · USD
Revenue mix (30d)
- API (text, code, reasoning)$19.1K
- API (image, audio, vision)$1.7K
- Embeddings$38.9
- Enterprise & BD$1.7K
Open alerts
Needs attention now — see all alerts →
- P0Ledger variance non-zero on USDC top-ups
Reconcile payment processor records vs on-chain ledger for the last 24h window. Identify source before it compounds.
FAR Pay · Finance · Variance $42.18 (target 0.00) - P1Node Client install failure spike on Windows
Antivirus compatibility regression detected. Ship updated code-signed binary — coordinate with Node Team.
Node Client · Node Team · Install failure (24h) 11.4% (target <5%) - P1API error rate spiked on Llama 3.1 70B
Check orchestrator routing weights and DeepSeek-V3 capacity overflow.
Developer Platform · Backend on-call · Error rate (5m) 4.8% (target >2%) - P1FAR Pay top-up failure rate above threshold
Investigate card-network rejection cluster originating from MENA.
FAR Pay · Payments · Top-up failure rate (1h) 9.2% (target >5%)
Top models by demand (30d)
- Llama 3.1 405B Instruc…1.9M
- DeepSeek-R11.2M
- Llama 3.1 70B Instruct2.9M
- Mistral Large 2795K
- Qwen 2 VL 72B960.7K
- DeepSeek-V31.9M