LLM Reference
OctoAI API (Deprecated)

OctoAI API (Deprecated)

Researched 16d agoInference PlatformTier deprecated

OctoAI

CodingRAGLong contextClassificationJSON / Tool useAIHighlight

OctoAI API (Deprecated) offers 13 tracked models (13 with output token pricing). This catalog covers coding, rag, and long context; open any model detail page for benchmarks, batch tiers, and migration prompts.

Covers 5 workload areas across 13 tracked models; last verified 2026-06-01.

Use it for

  • Teams comparing token and batch pricing across this provider's models
  • Operators routing coding, rag, and long context workloads through this API

Do not use it for

  • Final benchmark picks without opening the relevant model detail page

Tracked models

13

Models available through this provider

Priced output routes

13

Models with output token pricing tracked

Cheapest output

$0.150

Llama 3 8B Instruct on this route

Batch-ready models

0

No batch pricing tracked

Latest model release

2024-07-23

694d since newest release

Freshness

2026-06-01

Researched 16d ago

fresh

Information

TypeInference Platform
TierTier deprecated
Models13
CompanyOctoAI
Founded2019
Seattle, Washington, United States

OctoAI is a powerful AI infrastructure platform designed to help developers run, tune, and scale generative AI applications efficiently. The platform offers access to some of the fastest foundation models available, including Llama-2, Stable Diffusion, and SDXL, along with integrated customization solutions. OctoAI's infrastructure allows developers to focus on building impressive AI applications without becoming AI infrastructure experts. Key features of OctoAI's platform include: 1. Easy access to optimized models and fine-tuning capabilities 2. Seamless scaling from development to production 3. World-class machine learning systems 4. SaaS offering or deployment in the user's environment 5. Infrastructure optimized for running the latest AI models OctoAI aims to make models work for developers, streamlining the process of integrating AI into applications and ensuring efficient performance. The platform is particularly suited for developers looking to leverage generative AI technologies in their projects without the complexity of managing the underlying infrastructure. Founded by the creators of Apache TVM, an open-source ML stack for model performance and portability, OctoAI brings extensive expertise in optimizing machine learning models and systems to its platform offerings.

Catalog freshness

The newest model tracked on this provider was released 2024-07-23 (694d ago).

Where this host wins

  • Coding: 7 tracked models with SWE-bench / HumanEval-style scores.
  • RAG: 4 tracked models with ruler / needle retrieval benchmarks.
  • Long-context: 4 tracked models with context-token or InfiniteBench-class signal.
  • Classification: 10 tracked models with MMLU-class moderation/safety coverage.

Getting started

Official product, docs, and pricing links — confirm quotas and regions in the vendor docs.

Compliance notes

No verified compliance claims (SOC 2, ISO, HIPAA) tracked for this provider yet — check the vendor's trust center for current certifications.

Platform Overview

OctoAI's generative AI platform offers a versatile and scalable solution for running, tuning, and scaling various AI models. The platform's core feature, OctoStack, provides a turnkey production stack that enables model deployment in cloud or on-premises environments, ensuring data control and privacy. Users can access a library of pre-built templates for popular open-source models, facilitating quick development and integration into existing workflows. The platform also incorporates advanced performance optimizations, significantly improving GPU utilization and reducing operational costs, making it suitable for high-demand applications. The platform emphasizes user experience through easy-to-use APIs and customizable features. It employs automated hardware selection to optimize price-performance trade-offs, enabling efficient scaling of applications. With capabilities such as intelligent request routing, efficient auto-scaling, and reduced cold start times, the platform can handle millions of daily image generations seamlessly. Additionally, it offers fine-tuning options and dynamic customizations, allowing users to create unique, high-quality outputs tailored to their specific needs, thereby enhancing overall application performance and user satisfaction.

Compare per-model pricing, input and output token costs, batch availability, and benchmark coverage.

Available Models(13)

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All models available as Serverless

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