# RunInfra AI usage policy
# This file declares how AI agents may use RunInfra content.
# Plain text, one directive per line. Last-Updated tracks the newest
# hosted model registry write, since the entries below derive from it.

Product: Model APIs
Product-Role: primary hosted inference product
Product-Description: RunInfra serves open models for agents and apps through OpenAI-compatible and Anthropic-compatible Model APIs at https://api.runinfra.ai/v1, billed per token. Setup guides connect coding agents such as Claude Code and Codex. Backed by Y Combinator.
Model-APIs: Model APIs is RunInfra's hosted model API product at https://api.runinfra.ai/v1. Each model publishes its operation and compatibility. Chat models expose OpenAI-compatible chat completions at POST /v1/chat/completions and Anthropic-compatible Messages at POST /v1/messages. Chat model requests use workspace API keys and support streaming. JSON mode is supported per chat model, and a model that requires a specific reasoning_effort to deliver it publishes that value with its capabilities. Pricing is published per model in USD with only the billed dimensions shown.
API-Base: https://api.runinfra.ai/v1
Authentication: workspace API key
Model-API-Library: https://runinfra.ai/inference-api | Available hosted models with their operation and compatibility contracts
Model-API-Entry: Nemotron 3.5 Lightning 30B | https://runinfra.ai/inference-api/nemotron-3-5-lightning-30b | Served model ID: nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16. OpenAI-compatible chat completions: POST /v1/chat/completions. Anthropic-compatible Messages: POST /v1/messages. Published token pricing: $0.05 per 1M input tokens; $0.01 per 1M cached input tokens; $0.15 per 1M output tokens. Context window: 262,144 tokens. Published capabilities: Tool calling, JSON mode, Streaming. API access is available.
Model-API-Entry: Qwen3.8 27B | https://runinfra.ai/inference-api/qwen3-8-27b | Served model ID: Qwen/Qwen3.8-27B. OpenAI-compatible chat completions: POST /v1/chat/completions. Anthropic-compatible Messages: POST /v1/messages. Published token pricing: $0.10 per 1M input tokens; $0.01 per 1M cached input tokens; $0.40 per 1M output tokens. Context window: 262,144 tokens. Published capabilities: Tool calling, JSON mode, Streaming. API access is available.
Model-API-Entry: Ornith 1.5 35B | https://runinfra.ai/inference-api/ornith-1-5-35b | Served model ID: ornith-ai/Ornith-1.5-35B-A3B. OpenAI-compatible chat completions: POST /v1/chat/completions. Anthropic-compatible Messages: POST /v1/messages. Published token pricing: $0.10 per 1M input tokens; $0.01 per 1M cached input tokens; $0.40 per 1M output tokens. Context window: 262,144 tokens. Published capabilities: Tool calling, JSON mode, Streaming. API access is available.
Model-API-Entry: GLM 5.3 | https://runinfra.ai/inference-api/glm-5-3 | Served model ID: zai-org/GLM-5.3. OpenAI-compatible chat completions: POST /v1/chat/completions. Anthropic-compatible Messages: POST /v1/messages. Published token pricing: $1.30 per 1M input tokens; $0.13 per 1M cached input tokens; $4.20 per 1M output tokens. Context window: 1,048,576 tokens. Published capabilities: Tool calling, JSON mode, Streaming. API access is available.
Model-API-Entry: GLM 5.3 Flash | https://runinfra.ai/inference-api/glm-5-3-flash | Served model ID: zai-org/GLM-5.3-Flash. OpenAI-compatible chat completions: POST /v1/chat/completions. Anthropic-compatible Messages: POST /v1/messages. Input and output are 51% off until Nov 4, 2026, 7:59 AM UTC. Standard rates resume automatically: $0.11 per 1M input tokens, $0.03 per 1M cached input tokens, $0.45 per 1M output tokens. Context window: 1,048,576 tokens. Published capabilities: Tool calling, JSON mode, Streaming. API access is available.
Model-API-Entry: DeepSeek V4.1 Flash | https://runinfra.ai/inference-api/deepseek-v4-1-flash | Served model ID: deepseek-ai/DeepSeek-V4.1-Flash. OpenAI-compatible chat completions: POST /v1/chat/completions. Anthropic-compatible Messages: POST /v1/messages. Published token pricing: $0.14 per 1M input tokens; $0.03 per 1M cached input tokens; $0.58 per 1M output tokens. Context window: 1,048,576 tokens. Published capabilities: Tool calling, JSON mode, Streaming. API access is available.
Model-API-Entry: DeepSeek V4.1 Flash 1017 | https://runinfra.ai/inference-api/deepseek-v4-1-flash-1017 | Served model ID: deepseek-ai/DeepSeek-V4.1-Flash-1017. OpenAI-compatible chat completions: POST /v1/chat/completions. Anthropic-compatible Messages: POST /v1/messages. Published token pricing: $0.15 per 1M input tokens; $0.01 per 1M cached input tokens; $0.60 per 1M output tokens. Context window: 1,048,576 tokens. Published capabilities: Tool calling, JSON mode, Streaming. API access is available.
Model-API-Entry: Ornith 1.5 122B | https://runinfra.ai/inference-api/ornith-1-5-122b | Served model ID: ornith-ai/Ornith-1.5-122B. OpenAI-compatible chat completions: POST /v1/chat/completions. Anthropic-compatible Messages: POST /v1/messages. Published token pricing: $0.26 per 1M input tokens; $0.07 per 1M cached input tokens; $2.08 per 1M output tokens. Context window: 262,144 tokens. Published capabilities: Tool calling, JSON mode, Streaming. API access is available.

CLI: Coding agents: Your coding agent sets up RunInfra's open models by following the agent setup guide. It shows the proposed changes, applies them only after approval, and verifies them with a real API request that counts toward workspace usage. The per-agent guides are references for configuration, compatibility limits and recovery.
Agent-Guide: Set up with your coding agent | https://runinfra.ai/docs/tools-sdks/agent-setup | Your coding agent sets up RunInfra's open models after you approve the sign-in and the changes it proposes.
Agent-Guide: Claude Code | https://runinfra.ai/docs/tools-sdks/claude-code | Anthropic-compatible Messages setup and agent-specific guidance.
Agent-Guide: Codex | https://runinfra.ai/docs/tools-sdks/codex | Separate Codex command setup and Responses provider reference.
Agent-Guide: RightNow Agent | https://runinfra.ai/docs/tools-sdks/rightnow | Native RunInfra provider setup.
Agent-Guide: OpenCode | https://runinfra.ai/docs/tools-sdks/opencode | Provider and model setup guide.
Agent-Guide: Pi | https://runinfra.ai/docs/tools-sdks/pi | Provider and model setup guide.
Agent-Guide: Aider | https://runinfra.ai/docs/tools-sdks/aider | OpenAI-compatible configuration guide.
Agent-Guide: Qwen Code | https://runinfra.ai/docs/tools-sdks/qwen-code | Provider and model selection guide.
Agent-Guide: Kilo Code | https://runinfra.ai/docs/tools-sdks/kilo-code | Compatible provider configuration guide.
Agent-Guide: Goose | https://runinfra.ai/docs/tools-sdks/goose | Provider setup and credential handoff guide.
Agent-Guide: Continue | https://runinfra.ai/docs/tools-sdks/continue | Configuration and restart guidance.
Agent-Guide: Cline | https://runinfra.ai/docs/tools-sdks/cline | Provider setup and manual IDE verification.
Agent-Guide: Droid | https://runinfra.ai/docs/tools-sdks/droid | Personal model configuration and selection guide.
Agent-Guide: Zed | https://runinfra.ai/docs/tools-sdks/zed | Preview setup and manual credential handoff limitations.
Agent-Guide: Grok Build | https://runinfra.ai/docs/tools-sdks/grok-build | Provider and model picker guide.
Agent-Guide: Hermes | https://runinfra.ai/docs/tools-sdks/hermes | Custom provider setup guide.
Agent-Guide: OpenClaw | https://runinfra.ai/docs/tools-sdks/openclaw | Provider setup and model selection guide.
Agent-Guide: Crush | https://runinfra.ai/docs/tools-sdks/crush | Add RunInfra alongside your provider, with configuration and recovery references.
Docs-MCP: https://runinfra.ai/docs/mcp | Retrieve RunInfra documentation from an MCP client.
Docs-MCP: https://runinfra.ai/docs/.well-known/mcp/server-card.json | Published documentation-server discovery metadata.

Pricing: https://runinfra.ai/pricing | Pay as you go: Model API usage is billed per token at each model's published input, cached-input where configured, and output prices. Only the billed dimensions are shown. Check the model page for current availability and prices.
Coding-Plans: https://runinfra.ai/pricing#coding-plans | Starter: $10 a month. About $12 of usage a month, paced as $2.77 a week and $1.11 per 5 hours. Pro: $29 a month. About $35 of usage a month, paced as $8.08 a week and $3.23 per 5 hours. Team: $99 a month. About $119 of usage a month, paced as $27.46 a week and $10.98 per 5 hours.
Pricing-Docs: https://runinfra.ai/docs/introduction/plans

Documentation: Docs | https://runinfra.ai/docs | Product documentation and integration guides.
Documentation: Model APIs quickstart | https://runinfra.ai/docs/api-reference/model-apis-quickstart | Make a first call with a workspace API key.
Documentation: Authentication | https://runinfra.ai/docs/api-reference/authentication | Workspace API keys and request authentication.
Documentation: Chat Completions API reference | https://runinfra.ai/docs/api-reference/chat-completions | OpenAI-compatible chat request and response contract.
Documentation: Anthropic Messages API reference | https://runinfra.ai/docs/api-reference/anthropic-messages | Anthropic-compatible request and response contract.
Documentation: Model discovery | https://runinfra.ai/docs/api-reference/models | Discover model IDs and their published capabilities.
Documentation: OpenAI compatibility | https://runinfra.ai/docs/tools-sdks/openai-compatibility | Chat Completions, Responses, client setup, and compatibility limits.
Documentation: OpenAPI specification | https://runinfra.ai/docs/api-reference/openapi.json | Machine-readable API reference. Current product availability is listed on each model page.
Documentation: Errors | https://runinfra.ai/docs/api-reference/errors | Error codes, causes, and recovery guidance.
Documentation: Rate limits | https://runinfra.ai/docs/api-reference/rate-limits | Request limits and retry guidance.
Documentation: Prompt caching | https://runinfra.ai/docs/cookbook/prompt-caching | Prompt reuse for agents, cache usage, and cached-input pricing.
Documentation: Session affinity | https://runinfra.ai/docs/api-reference/session-affinity | Session routing and its limits for repeated agent requests.
Documentation: Idempotent retries | https://runinfra.ai/docs/api-reference/idempotent-retries | Retry behavior and request identity.
Documentation: Docs llms.txt | https://runinfra.ai/docs/llms.txt | Documentation index for agents, with Markdown page links.
Documentation: Docs sitemap | https://runinfra.ai/docs/sitemap.xml | Canonical documentation pages.
Methodology: https://runinfra.ai/methodology | Definitions, measurement conditions, sources, and limitations for published metrics.
Evidence: Published model pages own current prices, availability, context limits, and capabilities. Historical references do not establish current Model API performance.

Site: https://runinfra.ai
Contact: osama@rightnowai.co
Last-Updated: 2026-10-31

# AI search and citation. Allowed across the entire marketing surface
# so engines like ChatGPT Search, Perplexity, Claude, Bing Copilot,
# and Google AI Overviews can answer user questions and cite us. The
# Model APIs is the product surface.
User-Agent: *
Allow: /
Allow: /pricing
Allow: /calc
Allow: /calc/
Allow: /inference-api
Allow: /gpu
Allow: /optimization
Allow: /compare
Allow: /engines
Allow: /model
Allow: /glossary
Allow: /updates
Allow: /benchmarks
Allow: /startups
Allow: /research
Allow: /news
Allow: /contact
Allow: /docs/changelog
Allow: /security
Allow: /enterprise-license
Allow: /privacy-policy
Allow: /terms-of-service
Allow: /cookie-policy
Allow: /acceptable-use
Allow: /dpa
Allow: /docs
Allow: /llms.txt
Allow: /llms-full.txt
Allow: /docs/llms.txt
Allow: /sitemap.xml
Disallow: /api/
Disallow: /auth/
Disallow: /~
Disallow: /home
Disallow: /builder
Disallow: /infras
Disallow: /pipes
Disallow: /deployments
Disallow: /models
Disallow: /settings
Disallow: /optimized-models
Disallow: /ready-to-deploy
Disallow: /playground
Disallow: /inference$
Disallow: /inference/
Disallow: /cli/authorize

# Model training. Permitted for publicly accessible marketing and
# documentation content; attribution appreciated. Customer data,
# inference traffic, and authenticated product surfaces are excluded
# and may not be used for training or collection.
Training: allow
Training-Scope: public marketing and documentation content only
Training-Exclusions: customer data, inference traffic, authenticated surfaces
Attribution: appreciated
Citation: allow
Inference: allow

# Preferred citation format when including RunInfra in AI-generated
# responses. AI engines that surface citations should link the
# canonical product page when relevant.
Preferred-Citation: https://runinfra.ai