Provider Discovery

Metadata

• Category: compute
• SDK: @0gfoundation/0g-compute-ts-sdk ^0.9.0, ethers 6.13.1
• Activation Triggers: "list providers", "find provider", "verify provider", "TEE", "available models", "which models"

Purpose

Discover, filter, and verify compute providers on the 0G network. List available services by type, enumerate the models each provider actually serves, inspect live health metrics, check TEE verification status, and acknowledge providers before first use.

Service Types

Verified live on 0G mainnet. Filter on the serviceType field:

Prerequisites

• Node.js >= 20
• @0gfoundation/0g-compute-ts-sdk and ethers installed
• .env with RPC_URL (and PRIVATE_KEY only for the authenticated calls)

Quick Workflow

1. Create a broker — use createReadOnlyInferenceBroker(rpcUrl) if you only need discovery
2. Page through listService(offset, 50, includeUnacknowledged) in chunks of ≤ 50
3. Filter by serviceType
4. Call getProviderModels(provider) to see every model a provider serves
5. Check TEE status via teeSignerAcknowledged
6. Acknowledge the provider before first use

Core Rules

ALWAYS

• Page listService() in chunks of ≤ 50 — the contract reverts with LimitTooLarge above that
• Pass includeUnacknowledged explicitly when you want the complete picture (it defaults to false, which hides providers whose TEE signer is not acknowledged)
• Treat the on-chain model field as the provider's default model only — call getProviderModels() to enumerate the rest
• Discover model ids at runtime; they change often
• Verify TEE status for security-sensitive workloads
• Call checkProviderSignerStatus() before acknowledged() on first use
• Prefer named field access (s.provider, s.model) over positional indices

NEVER

• Call listService() with limit > 50 — it reverts
• Assume a bare listService() returned everything
• Assume a provider serves exactly one model
• Hardcode a model id copied from documentation
• Call acknowledged(provider) before that provider's sub-account exists — it reverts with AccountNotExists
• Use unverified providers for sensitive data
• Hardcode private keys
• Use ethers v5 syntax

Code Examples

List All Providers (no wallet required)

Discovery is a read-only operation, so use the read-only broker — it needs no private key and can run before a user connects a wallet.

import { createReadOnlyInferenceBroker } from '@0gfoundation/0g-compute-ts-sdk';
import 'dotenv/config';

// listService() is paginated. Default limit is 50 and the contract REVERTS
// with LimitTooLarge above 50, so always page in chunks of <= 50.
async function listAllServices(includeUnacknowledged = true) {
  const broker = await createReadOnlyInferenceBroker(process.env.RPC_URL!);

  const services = [];
  for (let offset = 0; ; offset += 50) {
    const page = await broker.listService(offset, 50, includeUnacknowledged);
    services.push(...page);
    if (page.length < 50) break;
  }
  return services;
}

async function listProviders() {
  const services = await listAllServices();

  // Entries are hybrid tuple/objects — named access is clearer and safer.
  // Positional equivalents: s[0]=provider, s[1]=serviceType, s[2]=url,
  // s[6]=model, s[10]=teeSignerAcknowledged.
  const byType = new Map<string, typeof services>();
  for (const s of services) {
    if (!byType.has(s.serviceType)) byType.set(s.serviceType, []);
    byType.get(s.serviceType)!.push(s);
  }

  for (const [type, list] of byType) {
    console.log(`\n${type} (${list.length})`);
    for (const s of list) {
      console.log(`  ${s.provider}  default=${s.model}  tee=${s.teeSignerAcknowledged}`);
    }
  }

  return byType;
}

Enumerate Every Model a Provider Serves

The on-chain model field is only the provider's default. Multi-model providers route to many models behind one address — some serve dozens.

async function enumerateModels(providerAddress: string) {
  const broker = await createReadOnlyInferenceBroker(process.env.RPC_URL!);

  const { multiModel, defaultModel, models } = await broker.getProviderModels(providerAddress);
  console.log(`multiModel=${multiModel} default=${defaultModel} count=${models.length}`);

  for (const m of models) {
    const ctx = m.context_length ? `ctx=${m.context_length}` : '';
    const modalities = m.architecture?.input_modalities?.join('+') ?? '';
    // m.canonical_id groups equivalent endpoints under one router-owned id
    console.log(`  ${m.id}  ${m.canonical_id ?? ''}  ${ctx}  ${modalities}`);
  }

  return models;
}

getProviderModels() reads the provider's public /v1/models endpoint, so it needs no auth — but it is a live network call and can fail if a provider is down. Wrap it in try/catch when sweeping every provider.

Find and Verify a Provider

async function findVerifiedProvider(serviceType: string) {
  const services = await listAllServices(true);

  // teeSignerAcknowledged is the TEE trust signal. Note `verifiability` is a
  // separate field whose live values include 'TeeML', 'standard' and '' —
  // don't treat it as a boolean.
  const filtered = services.filter(
    (s) => s.serviceType === serviceType && s.teeSignerAcknowledged === true,
  );

  if (filtered.length === 0) {
    throw new Error(`No TEE-verified ${serviceType} providers found`);
  }

  // Cheapest first. Prices are bigint, in neuron (the smallest unit).
  filtered.sort((a, b) => Number(a.inputPrice + a.outputPrice - b.inputPrice - b.outputPrice));

  const selected = filtered[0];
  console.log(`Selected provider: ${selected.provider}`);
  console.log(`Default model:     ${selected.model}`);
  console.log(`Verifiability:     ${selected.verifiability}`);
  console.log(`Input/output:      ${selected.inputPrice} / ${selected.outputPrice} neuron`);

  return { providerAddress: selected.provider, model: selected.model, raw: selected };
}

Pick a Provider by Health

listServiceWithDetail() joins the on-chain records with live uptime and latency from the monitoring API.

async function findHealthiestProvider(serviceType: string) {
  const broker = await createReadOnlyInferenceBroker(process.env.RPC_URL!);

  const detailed = [];
  for (let offset = 0; ; offset += 50) {
    const page = await broker.listServiceWithDetail(offset, 50, false);
    detailed.push(...page);
    if (page.length < 50) break;
  }

  const candidates = detailed
    .filter((s) => s.serviceType === serviceType && s.healthMetrics)
    .sort((a, b) => b.healthMetrics!.checks.uptime - a.healthMetrics!.checks.uptime);

  for (const s of candidates) {
    const h = s.healthMetrics!;
    console.log(
      `${s.provider} uptime=${h.checks.uptime}% ` +
        `latency=${h.performance.response_time?.avg ?? '?'}ms status=${h.status}`,
    );
  }

  return candidates[0];
}

Acknowledge Provider

async function acknowledgeProvider(providerAddress: string) {
  const provider = new ethers.JsonRpcProvider(process.env.RPC_URL);
  const wallet = new ethers.Wallet(process.env.PRIVATE_KEY!, provider);
  const broker = await createZGComputeNetworkBroker(wallet);

  // One-time setup per provider
  await broker.inference.acknowledgeProviderSigner(providerAddress);
  console.log(`Provider ${providerAddress} acknowledged`);
}

Get Service Metadata

async function getServiceInfo(providerAddress: string) {
  const provider = new ethers.JsonRpcProvider(process.env.RPC_URL);
  const wallet = new ethers.Wallet(process.env.PRIVATE_KEY!, provider);
  const broker = await createZGComputeNetworkBroker(wallet);

  // Omit the second arg to get the provider's on-chain default model.
  const { endpoint, model } = await broker.inference.getServiceMetadata(providerAddress);
  console.log(`Endpoint: ${endpoint}`);
  console.log(`Model: ${model}`);

  // For a multi-model provider, pass a model id from getProviderModels() to
  // select it. The id is forwarded as-is and validated by the provider, which
  // bills that model's price and rejects an unknown id server-side.
  const specific = await broker.inference.getServiceMetadata(providerAddress, 'openai/gpt-5.4');
  console.log(`Selected model: ${specific.model}`);

  return { endpoint, model };
}

Error Handling

async function safeProviderSetup(serviceType: string) {
  const provider = new ethers.JsonRpcProvider(process.env.RPC_URL);
  const wallet = new ethers.Wallet(process.env.PRIVATE_KEY!, provider);
  const broker = await createZGComputeNetworkBroker(wallet);

  try {
    const services = [];
    for (let offset = 0; ; offset += 50) {
      const page = await broker.inference.listService(offset, 50, true);
      services.push(...page);
      if (page.length < 50) break;
    }

    const filtered = services.filter((s) => s.serviceType === serviceType);

    if (filtered.length === 0) {
      throw new Error(`No ${serviceType} providers available`);
    }

    const selected = filtered[0];
    const providerAddress = selected.provider;

    // checkProviderSignerStatus() is safe before a sub-account exists;
    // acknowledged() would revert with AccountNotExists here.
    const status = await broker.inference.checkProviderSignerStatus(providerAddress);
    if (!status.isAcknowledged) {
      await broker.inference.acknowledgeProviderSigner(providerAddress);
      console.log('Provider acknowledged successfully');
    }

    return { providerAddress, model: selected.model, raw: selected };
  } catch (error) {
    console.error('Provider discovery failed:', error);
    throw error;
  }
}

Available Models

Do not hardcode model ids from this section. The roster changes frequently — treat this as a snapshot and always discover at runtime with listService() + getProviderModels().

At the last verification, 0G mainnet carried 14 services across 6 service types, and the two multi-model routers between them advertised well over 100 model ids. Representative default models:

Testnet carries far fewer services than mainnet and its set differs — notably, testnet has no text-to-image, embedding or video-generation provider. Develop against mainnet when you need those service types, or check testnet at runtime before assuming availability.

CLI Commands

# List inference providers
0g-compute-cli inference list-providers

# List fine-tuning providers
0g-compute-cli fine-tuning list-providers

# Acknowledge a provider
0g-compute-cli inference acknowledge-provider --provider <ADDR>

Anti-Patterns

// BAD: Skipping acknowledgment
const headers = await broker.inference.getRequestHeaders(providerAddress);
// Will fail if provider not acknowledged

// BAD: Not checking TEE for sensitive workloads
const services = await broker.inference.listService();
const anyProvider = services[0]; // Could be unverified! Check s[10] for TEE status

// BAD: Hardcoding provider addresses without verification
const PROVIDER = '0x123...'; // May be offline or decommissioned

// BAD: ethers v5 syntax
const provider = new ethers.providers.JsonRpcProvider(url); // v5!

Common Errors & Fixes

Related Skills

• Account Management — fund accounts for providers
• Streaming Chat — use chatbot providers
• Text to Image — use image providers

References

• Compute Patterns
• Network Config
• Security Patterns