humans&

1 model across 1 family · Latest: Ampersand (2026-10)

RAGAgentsLong contextJSON / Tool use
humans& releases · 1 in the last 12 monthsChangelog →

humans&'s portfolio covers 1 active model across 1 current family, spanning rag, agents, and long context. Open a model detail page to compare provider routes and sourced benchmarks.

Covers 4 workload areas across 1 active tracked model; last verified 2026-10-22.

Use it for

  • Teams evaluating rag, agents, and long context across this lab's releases
  • Comparing model families before committing to a flagship
  • Migration and pricing follow-ups across 1 tracked models

Do not use it for

  • Choosing a hosting provider without opening a model page for price ladders

Active models

1

Current models from this lab, excluding deprecated ones

Active families

1

Current model families from this lab

Open catalog

0 open

0 open source / 0 open weights

Lowest output price

$5.20 /1M

Cheapest tracked output across active models, per 1M tokens

Latest dated release

2026-10-20

Ampersand

Freshness

2026-10-22

Researched today

fresh

Information

Release cadence

Dated releases
1
Latest model
Ampersand
Latest date
2026-10-20

Where this lab wins

  • RAG: 1 tracked model with ruler / needle retrieval benchmarks.
  • Agentic: 1 tracked model with BFCL, tau-bench, and SWE-bench tool-use coverage.
  • Long-context: 1 tracked model with context-token or InfiniteBench-class signal.
  • JSON/tool-use: 1 tracked model with BFCL / Nexus strict-JSON routing coverage.

Flagship quality / price signal

Flagship
Ampersand
Selection source
Best sourced coding Q/$
Coding grade
unknown
Benchmark / output price
Not enough sourced benchmark and price coverage

About

humans& trains models for people to achieve more together: Ampersand, a collaborator model trained with long-horizon social RL, and Persimmon, a large-scale user-simulation model.

Featured models

ModelReleasedContextInput price ($/1M)Output price ($/1M)LicenseOpenness
Ampersand2026-10-201M$1.00$5.20ProprietaryProprietary

Model families

Recent releases

  1. Ampersand- 2026-10-20

Explore related pages

Last reviewed: 2026-10-22. Data sourced from public lab announcements and provider documentation.