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BlockRun

The Discovery Layer for AI Agent Payments

Website License Twitter Telegram Research

BlockRun is the payment rail for AI — a service marketplace where AI agents autonomously discover, route, and pay for APIs using USDC via the x402 protocol. BlockRun provides pay-per-request access to 40+ large language models (including GPT-5, Claude, Gemini, Grok, DeepSeek, and Kimi), image generation, real-time web search, X/Twitter intelligence, and prediction market data. No API keys, no subscriptions, no vendor lock-in.


Table of Contents


Quick Start

from blockrun_llm import LLMClient

client = LLMClient(private_key="0x...")

# Chat with any model — payment handled via x402
response = client.chat("Hello!")

# Smart routing — auto-picks cheapest capable model
response = client.smart_chat("Summarize this article", profile="eco")

# Image generation
from blockrun_llm import ImageClient
img = ImageClient(private_key="0x...")
result = img.generate("A cyberpunk city at sunset", model="openai/gpt-image-1")

# Real-time search (web, news)
results = client.search("latest AI agent frameworks")
import { LLMClient, ImageClient } from 'blockrun-llm';

const client = new LLMClient({ privateKey: '0x...' });

// Chat with any model
const response = await client.chat('Hello!');

// Smart routing
const smart = await client.smartChat('Summarize this', { profile: 'eco' });

API Products

BlockRun is a unified API gateway — pay per request with USDC, no API keys needed.

Product Endpoint Pricing Description
LLM Chat /v1/chat/completions Per token OpenAI-compatible, 40+ models, streaming, tool calling
Image Generation /v1/images/generations $0.02–0.15/image DALL-E 3, GPT Image 1, Nano Banana, Nano Banana Pro
Image Editing /v1/images/image2image Per request AI-powered inpainting and image-to-image
Search /v1/search $0.025/source Real-time search across web, news, RSS
X/Twitter Data /v1/x/* Coming Soon User profiles, tweets, followers, search, trending, analytics
Prediction Markets /v1/pm/* $0.001–0.005 Polymarket, Kalshi, dFlow, Binance Futures
Models /v1/models Free List all available models with pricing
Pricing /v1/pricing Free Detailed pricing for all models
Balance /v1/balance Free Check USDC wallet balance

X/Twitter Intelligence (Coming Soon)

Real-time X/Twitter data — user profiles, tweets, followers, search, trending topics, and analytics. Pending partnership agreement with X.

Prediction Markets

Real-time prediction market data powered by Predexon:

Market Endpoints Price
Polymarket Markets, events, trades, orderbooks, leaderboards, positions $0.001–0.005
Kalshi Markets, trades, orderbooks $0.001
dFlow Trades, positions, P&L $0.001–0.005
Binance Futures Candles, ticks $0.005

Supported Models

40+ models across 10 providers. All accessible through a single OpenAI-compatible API.

LLMs

Provider Models Input/Output per 1M tokens
OpenAI GPT-5.4, GPT-5.4 Pro, GPT-5.3, GPT-5.3 Codex, GPT-5.2, GPT-5 Mini, GPT-5 Nano $0.05–$30.00 / $0.40–$180.00
Anthropic Claude Opus 4.6, Claude Sonnet 4.6, Claude Haiku 4.5 $1.00–$5.00 / $5.00–$25.00
Google Gemini 3.1 Pro, Gemini 3 Pro, Gemini 3 Flash, Gemini 2.5 Pro, Gemini 2.5 Flash, Gemini 2.5 Flash Lite $0.10–$2.00 / $0.40–$12.00
DeepSeek DeepSeek Chat (V3.2), DeepSeek Reasoner (V3.2 thinking) $0.28 / $0.42
xAI Grok 4.1 Fast, Grok Code Fast 1, Grok 4, Grok 2 Vision $0.20–$3.00 / $0.50–$15.00
Z.AI GLM-5, GLM-5 Turbo, GLM-5 Code $1.00–$1.20 / $3.20–$5.00
Moonshot Kimi K2.5 (262K context, MoE) $0.60 / $3.00
MiniMax MiniMax M2.7 (204K context, reasoning) $0.30 / $1.20
NVIDIA GPT-OSS 120B, GPT-OSS 20B Free

Reasoning

Model Price (input/output per 1M)
OpenAI o1 $15.00 / $60.00
OpenAI o3 $2.00 / $8.00
OpenAI o1-mini, o3-mini $1.10 / $4.40
DeepSeek Reasoner $0.28 / $0.42

Image Generation

Model Price per image
OpenAI GPT Image 1 $0.02–0.04
OpenAI DALL-E 3 $0.04–0.08
Nano Banana $0.05
Nano Banana Pro $0.10–0.15

Full pricing: GET /v1/pricing or see Pricing docs


Networks

BlockRun runs on two networks with separate gateways:

Network Gateway Asset Status
Base blockrun.ai USDC ✅ Live
Solana sol.blockrun.ai USDC ✅ Live
Base Sepolia testnet.blockrun.ai USDC (testnet) ✅ Testnet
Solana Devnet devnet-sol.blockrun.ai USDC (devnet) ✅ Testnet

Payment protocol: x402 (HTTP 402 "Payment Required") — wallet signs payment, no accounts or API keys needed.


SDKs

Language Install Features Repository
Python pip install blockrun-llm Chat, Images, Search, Prediction Markets, Smart Routing, Solana GitHub
TypeScript npm i blockrun-llm Chat, Images, Search, OpenAI-compatible drop-in, Smart Routing, Solana GitHub
Go go get github.com/blockrunai/blockrun-llm-go Chat GitHub

Solana Support

from blockrun_llm import SolanaLLMClient

client = SolanaLLMClient(private_key="your-solana-private-key")
response = client.chat("Hello from Solana!")
# Pays with USDC on Solana via x402
pip install blockrun-llm[solana]

MCP Tools

Tool Description
blockrun-mcp MCP Server for Claude Code — Chat (40+ models), Images, DEX data, Whale tracking, Trading signals, Token swaps

9 tools included: blockrun_chat, blockrun_image, blockrun_models, blockrun_wallet, blockrun_dex, blockrun_whale, blockrun_analyze, blockrun_signal, blockrun_swap

claude mcp add blockrun npx @blockrun/mcp

Smart Routing

ClawRouter — routes to the cheapest capable model in <1ms, 100% local, no API calls.

Profile Strategy Example Models
free Free models only NVIDIA GPT-OSS 120B/20B
eco Cheapest capable DeepSeek, Gemini Flash Lite
auto Balanced cost/quality GPT-5 Mini, Gemini Flash
premium Best quality Claude Opus 4.6, GPT-5.4

Built into both Python and TypeScript SDKs. Also available as standalone: ClawRouter


Framework Integrations

Framework Status Integration
OpenClaw ✅ Released ClawRouter - Smart LLM router, 78% cost savings
ElizaOS ✅ Released elizaos-plugin-blockrun
Claude Code ✅ Released blockrun-mcp
GOAT SDK 🔄 In Review Agent framework integration
AgentKit 📋 Planned Coinbase agent framework
LangChain 📋 Planned Custom LLM provider

Projects Built with BlockRun

Project Category Description
PredictOS Prediction Markets Prediction market analysis platform with multi-AI provider support
Polymarket AI Agent Prediction Markets Autonomous AI trading agent using 3-model LLM consensus
LLM_trader Crypto Trading AI crypto trading bot with multi-provider support and chart analysis
Spraay x402 Gateway Multi-chain x402 payment gateway with dual-provider AI inference (BlockRun + OpenRouter)
NoFx Crypto Trading Personal AI trading assistant - any market, any model, pay with USDC
Voyage GEO AI Analytics Generative Engine Optimization - track how AI models reference your brand across ChatGPT, Claude, Gemini & more

Built something with BlockRun? Add it here!


Ecosystem

Alliance Partners

Partner Description
Circle Official Circle Alliance Partner powering USDC payments on Base

Data Partners

Partner Product Description
Predexon Prediction Markets Polymarket, Kalshi, dFlow, Binance Futures data

x402 Facilitators

BlockRun aggregates services from the x402 facilitator network:

Facilitator Network
Coinbase CDP Base, Ethereum
PayAI Base, Solana
thirdweb Base, Ethereum
QuestFlow Base
AnySpend Base
AurraCloud Base

Protocol Partner

Partner Relationship
x402 Foundation Protocol development

See ECOSYSTEM.md for full partner directory.


Research

State of x402 2025

Format Link
Full Report (PDF) State of x402 2025
Web Version Markdown
Presentation Deck

Key Findings:

  • Average transaction: $0.12 (true micropayments impossible on traditional rails)
  • 53% of volume is organic business activity
  • Base dominates with 53.3% of services, Solana at 36.6%
  • 76% of services priced at $0.10 or below

See research/ for methodology.


Vision

AI agents can't pay for services. Traditional payment rails require account creation, credit cards, and KYC verification - none of which agents can do.

But agents have something better: wallets.

The x402 protocol (HTTP 402 "Payment Required") lets any HTTP request include a cryptographic payment. Pay and get response. One step.

Roadmap

Phase Timeline Focus
LLM Gateway Now Pay-per-request access to 40+ AI models
Premium Data Now Prediction markets, web search, image generation
X/Twitter Intelligence Coming Soon Real-time X/Twitter data (pending X partnership)
Multi-Chain Now Base + Solana gateways live
Trust Q1 2026 Service ratings, uptime tracking, smart routing

See VISION.md | ROADMAP.md for full details.


Community

Telegram GitHub

Contributing

Area What You Can Do
Code Add features, fix bugs, improve SDKs
Docs Improve documentation, add examples
Integrations Build plugins for agent frameworks
Feedback Report bugs, request features

All contributors will be recognized in ACKNOWLEDGMENTS.md.

See CONTRIBUTING.md for guidelines.

Documentation

Section Links
Getting Started Claude CodeAgent DevelopersSDK DevelopersWallet Setup
API Reference Chat CompletionsImagesSearchX/TwitterPrediction MarketsModelsErrors
x402 Protocol How It WorksPayment FlowSecurity
Resources PricingFAQChangelog

Frequently Asked Questions

What is BlockRun?

BlockRun is the payment rail for AI — a service marketplace where AI agents discover, route, and pay for APIs using USDC via the x402 protocol. It provides access to 40+ LLMs, image generation, web search, and data APIs without requiring API keys or subscriptions.

How do AI agents pay for APIs?

AI agents pay using the x402 protocol — an HTTP-native payment standard. When an agent makes a request, BlockRun returns HTTP 402 with the price. The agent signs a USDC payment locally (private key never leaves the machine), retries with the payment header, and receives the response. Settlement is non-custodial and instant on Base or Solana.

What is ClawRouter?

ClawRouter is an open-source (MIT licensed) smart LLM router built for autonomous agents. It analyzes each request across 15 dimensions and routes to the cheapest capable model in under 1ms, entirely locally. ClawRouter can reduce LLM API costs by up to 92% compared to using premium models directly.

How does BlockRun compare to OpenRouter?

BlockRun is agent-native — it uses wallet signatures for authentication instead of API keys, and USDC micropayments instead of credit cards. This means AI agents can operate autonomously without human intervention. BlockRun also includes ClawRouter for smart routing, a data marketplace, and multi-chain support (Base + Solana).

What is the x402 protocol?

The x402 protocol is an HTTP-native payment standard based on HTTP status code 402 ("Payment Required"). It allows any HTTP request to include a cryptographic USDC payment, enabling machine-to-machine payments without accounts, credit cards, or KYC verification. BlockRun is a leading implementation of x402.

How much does BlockRun cost?

BlockRun uses pay-per-request pricing with no minimums or subscriptions. Prices start at $0.0002 per request for budget models. Provider cost plus 30% margin. $5 in USDC is enough for thousands of requests.


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BlockRun: Let AI agents pay for AI.

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