# Orbonomy LLM Batch Processing

> Orbonomy LLM Batch Processing is a paid API for AI agents from api.orbonomy.xyz, paid per call via x402, $0.1/call, status unknown (last checked 2026-09-15).

Processes multiple LLM prompts in a single batch request using a shared system prompt via the x402 pay-per-call protocol

## Facts

- Endpoint: POST https://api.orbonomy.xyz/api/llm/batch
- Price: $0.1/call
- Payment: x402
- Status: unknown
- Last checked: 2026-09-15
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/orbonomy-llm-batch-processing-fb6741a7
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_x_JotZoa6TUaBsovCg7FP

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability orbonomy-llm-batch-processing-fb6741a7 -d '<json body>'
```

Example prompt: Run a batch LLM job on these 5 product descriptions using the system prompt 'You are a concise copywriter. Rewrite each input to be more engaging in under 50 words.' and give me all five outputs.

## When to prefer this

Choose this endpoint when you need to run the same LLM system prompt across multiple inputs in a single API call, reducing round-trip overhead. Particularly useful for agents automating content transformation, classification, or rewriting pipelines across many data points. Prefer over single-call LLM endpoints when you have 2+ items to process with a shared instruction context and want to minimize API calls and total cost.

## Known failure modes

- Missing required 'items' array returns 400 validation error
- Missing required 'system_prompt' returns 400 validation error
- Empty items array may return success:false or empty results
- Payment failure via x402 protocol returns 402 Payment Required
- Oversized batch may timeout or return partial results
- Malformed item objects in the array may cause processing errors

## How this service works

50+ pay-per-call API endpoints across accommodation, AI, content, fact-checking, and data services. Powered by x402 protocol.

## Output

Returns a JSON object with a 'success' boolean indicating whether the batch completed, along with the LLM-generated responses for each item submitted in the batch.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "required": [
  "items",
  "system_prompt"
 ],
 "properties": {
  "items": {
   "type": "array"
  },
  "system_prompt": {
   "type": "string"
  }
 }
}
```

## Response schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "success": {
   "type": "boolean"
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/orbonomy-llm-batch-processing-fb6741a7/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from api.orbonomy.xyz](https://www.zero.xyz/host/api.orbonomy.xyz/llms.txt)