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 high-throughput inference, cryptographic verification, and SLA reliability worldwide.

BatchIn coordinates low-latency API gateways, security controls, and high-density compute clusters to deliver unified enterprise engineering standards.

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Global API Entry

BatchIn serves global developers and enterprise teams via 100% OpenAI-compatible endpoints.

Ultra-low latency inference, global edge ingress, USD pricing, and self-serve API keys.

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

Enterprise Dedicated Ingress

Dedicated throughput pools, private cluster deployment, and cryptographic VaaS accounting.

Enterprise SLAs, high-concurrency video generation pipelines, and 24/7 dedicated engineering support.

https://batchin.tech/contact · https://api.batchin.tech/v1/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 capacity pools and reserved throughput 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

Chat Completions

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

POST /v1/chat/completions

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Responses API

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

POST /v1/responses

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Embeddings & Vectors

Vector and similarity endpoints sharing unified routing, usage, and billing metadata.

POST /v1/embeddings

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Media & Multimodal

Image, speech, transcription, and video endpoints with cryptographic VaaS receipts.

POST /v1/images | /v1/audio | /v1/video

Open docs

Agent Discovery & MCP

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

GET /.well-known/agent.json

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Developer resources

API Reference

Full OpenAPI specifications and endpoint parameter definitions.

View Docs

Model Catalog

Explore the 23 golden domestic models with context windows and pricing.

Browse Models

Interactive Playground

Test chat completions, structured outputs, and media tasks in real time.

Open Playground

Transparent Pricing

Simple pay-as-you-go rates and enterprise volume capacity reservations.

View Pricing

SDKs & Code Samples

Official client libraries for TypeScript, Python, Go, and OpenAI SDK drop-in.

Explore SDKs

Agent Architecture

Patterns for building autonomous tool-calling swarms and durable workflows.

Learn More