LLM Reference
IBM watsonx

IBM watsonx

Researched 3d agoPlatformTier 2

IBM

CodingRAGAgentsLong contextVisionClassificationJSON / Tool useHyperscaler

IBM watsonx exposes 35 tracked models (35 with output token pricing in seed data). Task coverage across this catalog includes coding, rag, and agents; open any model detail page for benchmarks, batch tiers, and migration prompts.

Portfolio context: 7 decision-task tags, 35 catalog rows, latest research stamp 2026-06-01.

Use this portfolio page for

  • Teams comparing token and batch economics on this surface
  • Operators routing coding, rag, and agents workloads through this API

Do not stop here for

  • Final benchmark picks without opening the relevant model detail page

Catalog rows

35

Models linked to this provider in seed data

Priced output routes

35

Rows with token_out in seed data

Cheapest output

$0.185

IBM Granite 13B Instruct v1 on this route

Batch-ready SKUs

0

No batch pricing tracked

Latest catalog ship

2025-11-25

191d since dated release field

Freshness

2026-06-01

Researched 3d ago

fresh

Catalog release signal

Latest ISO-dated model.release in this catalog is 2025-11-25 (191d ago).

Where this host wins

  • Coding: 6 tracked models with SWE-bench / HumanEval-style scores.
  • RAG: 5 tracked models with ruler / needle retrieval benchmarks.
  • Agentic: 1 tracked model with BFCL, tau-bench, and SWE-bench tool-use coverage.
  • Long-context: 5 tracked models with context-token or InfiniteBench-class signal.

Getting started

Official entry points from seed metadata — confirm quotas and regions in vendor docs.

Compliance notes (verbatim seed excerpts)

Not yet verified from seed copy — no SOC/ISO/HIPAA-class sentences detected to quote verbatim.

Platform Overview

The IBM watsonx AI platform is a comprehensive solution that integrates generative AI capabilities with traditional machine learning. It offers users access to a wide range of foundation models, including both IBM-developed and third-party options. The platform features a user-friendly studio for model building, a robust data management system based on an open lakehouse architecture, and governance tools to ensure compliance and ethical AI practices. Watsonx supports hybrid cloud deployments, enabling seamless integration of AI workloads into existing infrastructures, which enhances operational efficiency and scalability. This AI platform empowers organizations to leverage artificial intelligence for data-driven decision-making and innovation across multiple sectors, including healthcare, finance, and customer service. It offers advanced analytics, natural language processing, and automated workflows, aiding in tasks such as predictive analytics, content generation, and customer engagement. By streamlining processes and providing actionable insights, the platform helps businesses improve productivity and gain a competitive advantage, making it a crucial tool for those looking to harness the full potential of AI in their operations.

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

Available Models(35)

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All models available as Serverless

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Platform Details

TypePlatform
TierTier 2
Models35

Organization

IBM
Founded1911
Armonk, New York, United States

IBM offers a comprehensive AI platform that includes IBM watsonx, a next-generation enterprise AI and data platform. The platform integrates various AI technologies and services, including natural language processing, machine learning, and data analytics. IBM's AI solutions are designed to help businesses across industries leverage artificial intelligence for improved decision-making, automation, and innovation. The company's focus on AI extends to areas such as cloud computing, quantum computing, and industry-specific applications, making it a leader in enterprise AI solutions.