LLM ReferenceLLM Reference

AI21 Labs J2-Ultra

ai21-j2-ultra

Researched 29d ago

Last refreshed 2026-05-11. Next refresh: weekly.

ProprietaryClassificationJSON / Tool use

AI21 Labs J2-Ultra is worth evaluating for classification and json / tool use when its provider route and context window match the workload.

Decision context: Classification task fit, 1 tracked provider route, and research from 2026-04-19.

Use it for

  • Teams evaluating classification and json / tool use
  • Workloads that can use a 8K context window
  • Buyers comparing 1 tracked provider route

Do not use it for

  • Vision or document-understanding workloads

Cheapest output

$9.00

AWS Bedrock per 1M tokens

Provider routes

1

Tracked API hosts

Quality / dollar

Unknown

No task benchmark coverage yet

Freshness

2026-04-19

Researched 29d ago

fresh

Top use-case fit

Classification

Included by capability and metadata signals in the decision map.

JSON / Tool use

Included by capability and metadata signals in the decision map.

Provider price ladder

ProviderInput / 1MOutput / 1MRoute
AWS Bedrock$9.00$9.00
Serverless

Benchmark peer barsfor Classification

No task-mapped benchmark peers are available for this model yet.

Migration checks

No linked migration route is available for this model yet.

About

AI21 Labs J2-Ultra via AWS Bedrock

AI21 Labs J2-Ultra has a 8K-token context window.

AI21 Labs J2-Ultra input tokens at $9/1M, output at $9/1M.

Capabilities

Structured Outputs

Rankings

Specifications

Released2021-08-09
Context8K
ArchitectureDecoder Only
Specializationgeneral

Created by

Developing AI for natural language understanding.

Tel Aviv, Israel
Founded 2017
Website

Providers(1)