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GPT-5.6 Terra Pro API

openai/gpt-5.6-terra-pro

openai

GPT-5.6 Terra with pro reasoning mode — deeper responses on complex tasks at half the standard Terra rate. 1M context

Code Examples

from blockrun_llm import LLMClient

client = LLMClient()  # Uses BLOCKRUN_WALLET_KEY (never sent to server)
response = client.chat("openai/gpt-5.6-terra-pro", "Hello!")
import { LLMClient } from '@blockrun/llm';

const client = new LLMClient();  // Uses BLOCKRUN_WALLET_KEY (never sent to server)
const response = await client.chat('openai/gpt-5.6-terra-pro', 'Hello!');
curl -X POST https://blockrun.ai/api/v1/chat/completions \
  -H "Content-Type: application/json" \
  -H "PAYMENT-SIGNATURE: <payment_header>" \
  -d '{
    "model": "openai/gpt-5.6-terra-pro",
    "messages": [{"role": "user", "content": "Hello!"}],
    "max_tokens": 1024
  }'

On BlockRun since 2026-08-03. Measured on BlockRun: fewer than 100 calls to GPT-5.6 Terra Pro this week — price only.

Pricing

Input$2.00 / 1M tokens
Output$12.00 / 1M tokens
Context1M tokens
Max Output128K tokens

No markup on official OpenAI rates; $0.001 fee per call.

Payment

Network
Base
Currency
USDC
Protocol
x402

Pay per request with USDC on Base. No subscription required.

Try It

Send a message to try GPT-5.6 Terra Pro

Connect your wallet to enable payments

About OpenAI GPT-5.6 Terra Pro

GPT-5.6 Terra Pro is a reasoning, coding and vision model from OpenAI with a 1.05M-token context window and up to 128K tokens of output per call. It is billed per token at the provider's list rate, with no markup on chat tokens. A request whose prompt reaches 272K tokens is billed entirely at the long-context tier, $4.00 in and $18.00 out per million. It is served through BlockRun's OpenAI-compatible API, so it can be called without an account, an API key, or a subscription.

Use GPT-5.6 Terra Pro for

  • Multi-step reasoning: planning, analysis and math that need thinking before an answer
  • Coding agents: writing, reviewing and refactoring code across a repository
  • Reading screenshots, charts, scans and photos alongside text
  • Long documents and whole codebases in a single prompt
  • Chat assistants and agents that answer, summarise and draft

What it costs

GPT-5.6 Terra Pro is billed per token. The underlying rates are $2.00 per million input tokens and $12.00 per million output tokens with no platform margin on chat tokens; only a small per-transaction fee covering on-chain settlement is added on top, and the resulting price is quoted in the 402 before you pay. You are charged for the tokens a request actually consumes — there is no monthly commitment and no unused balance to forfeit. With a context window of 1,050,000 tokens and up to 128,000 tokens of output, a single call can carry a substantial working set.

Specifications

Context window
1,050,000 tokens
Maximum output
128,000 tokens
API compatibility
OpenAI-compatible
Payment
USDC via x402
Categories
chat, reasoning, coding, vision

Calling it from your code

Pass openai/gpt-5.6-terra-pro as the model field. Because the endpoint mirrors the OpenAI chat completions schema, any existing OpenAI client works by changing the base URL — streaming, tool use, and multi-turn messages all behave the same way.

The first request returns a 402 carrying the exact price; a signed retry runs it, and client libraries fold the two into one call — how the payment works. See the documentation for request and response shapes, the LLM API page for every model on this endpoint, or browse the full catalog of 90 chat models to compare alternatives.

GPT-5.6 Terra Pro or another model

The closest alternatives by price that do the same kind of work. Each is called on the same endpoint with the same request, so comparing two is a one-line change.

ModelPriceContext
OpenAI GPT-5.6 Terra Pro (this page)$2.00 in / $12.00 out per 1M1.05M context
Google Gemini 3.1 Pro$2.00 in / $12.00 out per 1M1.05M context
OpenAI GPT-5.6 Terra$2.00 in / $12.00 out per 1M1.05M context
OpenAI GPT-4o$2.50 in / $10.00 out per 1M128K context

GPT-5.6 Terra Pro API questions

How much does the GPT-5.6 Terra Pro API cost?

$2.00 per million input tokens and $12.00 per million output tokens, with cached input at $0.20 per million. There is no markup on chat tokens; a small per-call transaction fee is added, and the price is quoted in the 402 before the call runs.

What is GPT-5.6 Terra Pro's context window?

1,050,000 tokens of context, with up to 128,000 tokens of output per call.

Is the GPT-5.6 Terra Pro API OpenAI-compatible?

Yes. Send an OpenAI chat-completions request with "model": "openai/gpt-5.6-terra-pro" to the BlockRun endpoint. An existing OpenAI client works by changing the base URL; streaming and multi-turn messages behave the same way.

Do I need an API key to use GPT-5.6 Terra Pro?

No. Each request carries its own payment, so an agent or script can call GPT-5.6 Terra Pro with no account and no key. Teams that prefer one can use an API key with card or invoice billing instead.

Can GPT-5.6 Terra Pro read images?

Yes. Send images in the message content alongside text, in the OpenAI image_url format, and GPT-5.6 Terra Pro reads them with the prompt.

What happens if GPT-5.6 Terra Pro is unavailable?

A request that fails is not charged.

Related models

Every model on BlockRun is reached through the same endpoint and the same payment flow, so switching is a one-line change to the model field. These are the closest alternatives to GPT-5.6 Terra Pro:

Two ways to run this

Get an API key

Sign in, get a key, and call the same endpoints with usage billed to your account. For teams that want one invoice instead of one wallet.

Get an API key 

Or let your agent pay per call, in USDC

No account, no API key. Three steps, and the last one is the request this page is about.

  1. 01
    Point your agent at BlockRun

    Install ClawRouter, or add the BlockRun MCP server to Claude Code, Cursor, Codex or OpenClaw. Any OpenAI-compatible client works too — change the base URL, nothing else.

    curl -fsSL https://blockrun.ai/ClawRouter-update | bash
  2. 02
    Fund a wallet with USDC

    Send USDC to a wallet on Base, Solana or Arc. There is no account to create and no API key to issue: the wallet is the account, and it pays per call.

  3. 03
    Call GPT-5.6 Terra Pro

    The first call returns HTTP 402 with the exact price, your agent signs it, and the answer comes back. Payment settles on-chain; nothing is charged if the call fails.

    curl -X POST https://blockrun.ai/api/v1/chat/completions \
  -H "Content-Type: application/json" \
  -d '{"model": "openai/gpt-5.6-terra-pro", "messages": [{"role": "user", "content": "Hello!"}]}'
ClawRouter setup →How paying per call works →

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