Developer Hub

Everything your team needs from the first request to production traffic

Bring quickstart, public docs, the live model catalog, playground, pricing, and machine-readable agent resources together in one developer entry.

Start with quickstart View OpenAPI View API base

Global Access, Unified Ingress

Providing consistent performance and reliability across global and domestic markets.

BatchIn coordinates API gateways, security controls, and compute availability to guarantee localized delivery with unified engineering standards.

Review live contract

Global entry

BatchIn serves global developers and enterprise buyers through the English storefront and global API.

Use this path for USD pricing, public MCP discovery, OpenAI-compatible access, and global-facing sales delivery.

https://batchin.tech · https://api.batchin.tech/v1

China entry

LuminaPath serves domestic customers through the Chinese storefront and domestic API contract.

Use this path for RMB-facing onboarding, domestic support posture, and China-specific commercial delivery without changing the BatchIn product experience.

https://luminapath.tech · https://api.luminapath.tech/v1

Production posture

Built for stable production-scale traffic.

Traffic mix

Text plus vision, audio, image, and video workloads.

Streaming path

Regional ingress, stable streaming, and request continuity.

Control guardrails

Scoped limits, request isolation, and backpressure controls.

Public contract and readiness

OpenAI-compatible endpoints stay stable across chat, responses, embeddings, images, audio, and video.

Public MCP transport and tool discovery stay on the BatchIn contract instead of exposing execution details.

Traffic policy is designed for stable production text and multimodal workloads, not only demo-scale traffic.

Capability availability follows aligned usage, cost, billing, trace, and verification records.

Shared core

Self-serve developers and ordinary enterprise traffic run on the shared BatchIn control core.

This is where public Model API, batch, usage, billing, and public MCP contract stay consistent.

Private lanes

Reserved inference, dedicated endpoints, and larger enterprise traffic move into stricter capacity lanes.

Customer UI keeps one product truth while delivery, quota, and isolation can vary by contract.

Compute truth

Dedicated 8+ GPU delivery and smaller hourly rental both resolve against the same compute and capacity truth.

Public pages show inventory and availability only from the verified compute registry.

Edge ingress

Global traffic enters through a regional edge designed for resilient access and stable session continuity.

Latency work starts at the customer-facing edge before requests enter the primary execution path.

Streaming delivery

BatchIn maintains stable streaming behavior across cross-region and mixed-media workloads.

Connection reuse and consumer isolation are tuned to reduce jitter and long-tail failures.

Traffic policy

Traffic policy stays explicit through scoped protection, retry discipline, and graceful overload handling.

Customers see a simple API and clear limits while BatchIn handles traffic protection behind the scenes.

Integration surfaces

Unified Model API

One API surface for text, reasoning, vision input, image generation, audio, and video jobs.

/v1/chat/completions · /v1/responses

Open docs

Chat and streaming

Use the familiar chat path for low-friction migration, streaming responses, and production request telemetry.

/v1/chat/completions

Open docs

Structured responses

Move tool-oriented and structured application flows onto the newer responses surface without splitting billing or traces.

/v1/responses

Open docs

Embeddings and media

Vector, image, audio, and video endpoints share the same routing, usage, cost, and error format.

/v1/embeddings · /v1/images · /v1/audio/* · /v1/videos

Open docs

MCP and agent discovery

Expose MCP, llms.txt, agents.md, and machine-readable discovery links from one developer entry.

/v1/mcp · /agents · /llms.txt

Open docs

Developer resources

Quickstart

Create a key, send the first request, and move from playground traffic to production usage.

Start

API Reference

Browse the public OpenAPI contract, request examples, error codes, and compatibility surfaces.

Open docs

Model Catalog

Compare live models, context windows, and public pricing without leaving the public site.

Browse models

Playground

Validate prompts, streaming behavior, and response formats before wiring your application.

Try requests

Pricing

Review public pricing, dedicated products, and the right path for larger production workloads.

See pricing

GitHub

Find public repository links, developer-facing resources, and agent-related work under the BatchIn organization.

Open GitHub

Agent Entry

Open the agent-facing entry for MCP, llms.txt, agents.md, payment protocol posture, and machine-readable discovery links.

Open agent entry