Network Operations Console

Proof-of-Inference DePIN Network Monitoring

Live

Demo Controls

Mock Mode Only

Switching scenarios updates all mock data: TPS, latency, queue depth, pass rate, and dispute rate.

↑2.5%

8/10

Active Nodes

3.20

TPS

280ms / 520ms

Latency

p50 / p95

93.2%

Pass Rate

Router Queue

Pending tasks

Verify Queue

Pending verifications

Settlement Queue

Pending settlements

↓4.8%

4.8%

Dispute Rate

↓2.0%

2.0%

Failed Rate

Proof-of-Inference Pipeline

Submit

50ms

100.0%

Dispatch

Pending

120ms

99.5%

N-of-M Execute

280ms

98.2%

Verify

Pending

80ms

95.8%

Settle

Pending

200ms

99.9%

On-chain Receipt

150ms

100.0%

TPS Over Time

Latency p50 / p95

Pass / Fail / Dispute Distribution

Pass Rate Trend

Recent Tasks

30 tasks

Task ID	Type	Status	SLA	Latency	Created
`task-1768974...`	OCR IMAGE	SETTLED	BRONZE	502ms	1/21/2026, 5:32:21 AM
`task-1768974...`	LLM SUMMARY	ASSIGNED	GOLD	222ms	1/21/2026, 5:29:39 AM
`task-1768974...`	LLM SUMMARY	FAILED	SILVER	355ms	1/21/2026, 3:48:28 AM
`task-1768974...`	LLM SUMMARY	FAILED	GOLD	280ms	1/21/2026, 3:36:59 AM
`task-1768974...`	OCR IMAGE	INFERENCE	SILVER	567ms	1/21/2026, 3:18:09 AM
`task-1768974...`	LLM SUMMARY	QUEUED	BRONZE	-	1/21/2026, 2:07:39 AM
`task-1768974...`	LLM SUMMARY	ASSIGNED	SILVER	287ms	1/21/2026, 2:03:07 AM
`task-1768974...`	LLM SUMMARY	VERIFIED	BRONZE	590ms	1/21/2026, 12:19:36 AM
`task-1768974...`	OCR IMAGE	QUEUED	GOLD	-	1/21/2026, 12:12:28 AM
`task-1768974...`	LLM SUMMARY	SETTLED	GOLD	577ms	1/20/2026, 10:49:35 PM

Node Directory

Node ID	Region	Health	Uptime	Models	Latency	Success Rate	Reputation
`node-0`	US-East	Degraded	96.1%	LLM	263ms	94.8%	78
`node-1`	EU-West	Degraded	98.6%	LLMOCR	296ms	97.3%	94
`node-2`	APAC	Healthy	95.0%	LLMOCR	271ms	96.2%	78
`node-3`	US-West	Healthy	97.9%	LLM	303ms	90.7%	76
`node-4`	US-East	Healthy	95.5%	LLMOCR	241ms	90.1%	83
`node-5`	EU-West	Healthy	98.1%	LLMOCR	282ms	96.4%	80
`node-6`	APAC	Healthy	97.7%	LLM	259ms	98.0%	79
`node-7`	US-West	Healthy	98.0%	LLM	246ms	95.8%	74
`node-8`	US-East	Offline	0.0%	LLMOCR	-	-	0
`node-9`	EU-West	Offline	0.0%	LLM	-	-	0

On-chain Receipts

PASS

Block #1000011

TX Hash

0x1e827aee2e07a...

Task ID

task-11

Gas Used: 101,008

1/21/2026, 5:29:55 AM

PASS

Block #1000009

TX Hash

0x996dc00704fec...

Task ID

task-9

Gas Used: 115,398

1/21/2026, 3:12:49 AM

PASS

Block #1000013

TX Hash

0xf18ab2242ea5c...

Task ID

task-13

Gas Used: 103,557

1/21/2026, 1:43:00 AM

PASS

Block #1000005

TX Hash

0x447a7b0e15a91...

Task ID

task-5

Gas Used: 100,932

1/21/2026, 12:35:25 AM

PASS

Block #1000008

TX Hash

0xf63205095969...

Task ID

task-8

Gas Used: 115,032

1/20/2026, 10:13:28 PM

PASS

Block #1000014

TX Hash

0x87bee5251cdaa...

Task ID

task-14

Gas Used: 109,976

1/20/2026, 9:30:48 PM

PASS

Block #1000010

TX Hash

0xa73df768c5001...

Task ID

task-10

Gas Used: 93,340

1/20/2026, 8:28:37 PM

PASS

Block #1000002

TX Hash

0xdf6841376feb...

Task ID

task-2

Gas Used: 81,344

1/20/2026, 8:01:15 PM

PASS

Block #1000012

TX Hash

0x24ec26e503258...

Task ID

task-12

Gas Used: 97,746

1/20/2026, 7:37:47 PM

PASS

Block #1000001

TX Hash

0x101d1881460f9...

Task ID

task-1

Gas Used: 97,952

1/20/2026, 4:14:54 PM

System Status

Router API

Status: healthy

Latency: 27ms

Verifier

Status: healthy

Latency: 34ms

Node Agents

Status: healthy

Latency: 37ms

Redis

Status: healthy

Latency: 27ms

Postgres

Status: healthy

Latency: 56ms

Randomly degrade one service to demonstrate alerting

Event Feed

task verified event occurred

2 minutes ago

node joined event occurred

2 minutes ago

task verified event occurred

11 minutes ago

node joined event occurred

13 minutes ago

node joined event occurred

21 minutes ago

task verified event occurred

22 minutes ago

task verified event occurred

27 minutes ago

dispute event occurred

28 minutes ago

queue backlog event occurred

30 minutes ago

node joined event occurred

34 minutes ago

queue backlog event occurred

35 minutes ago

dispute event occurred

37 minutes ago

queue backlog event occurred

38 minutes ago

queue backlog event occurred

about 1 hour ago

contract event event occurred

about 1 hour ago

Architecture Overview

Router API

Fastify + tRPC, dispatches tasks

BullMQ

Queue management

Node Agents

Python FastAPI + Ollama/PaddleOCR

Verifier

N-of-M consistency verification

Contracts

Solidity Foundry, on-chain receipts