Ampersand
Released
2026-10-20
Last refreshed
2026-10-22
Status
Researched today
ProprietaryCommercial use: restrictedRAGAgentsLong contextJSON / Tool use
humans& releases · 1 in the last 12 monthsChangelog →
Specifications
- Family
- Ampersand
- Released
- 2026-10-20
- Context
- 1M
- Parameters
- 744B total, 40B active
- Architecture
- Mixture of Experts
- Specialization
- agentic
- Openness
- Proprietary
- License
- ProprietaryRestricted
- Weights
- Not released
- Code
- Unknown
- Training
- Reinforcement Learning
Created by
Pricing
Output / 1M
$5.20
Input / 1M
$1.00
Cheapest of 1 route · humans& Agents API · cache read $0.200
Providers(1)
Links
About
Ampersand (v0.1, API id ampersand-v0.1) is humans&'s collaborator model, built on GLM 5.3 and trained with RL to understand the long-term consequences of its actions and help groups of people reach shared goals: reasoning together, asking questions, surfacing context and working through disagreements. Text in/out, 1M-token context, API-only.
Providers(1)
Compare API pricing across 1 tracked provider route for input and output tokens, batch, and cached reads when available.
| Provider | Input / 1M | Output / 1M | Cache | Route |
|---|---|---|---|---|
| humans& Agents API | $1.00 | $5.20 | read $0.200 | Serverless |
Capabilities
ReasoningJSON / Tool use
Benchmark peer barsfor RAG
No task-mapped benchmark peers are available for this model yet.
Migration checks
No linked migration route is available for this model yet.
API versions
ampersand-v0.1Rankings & picks(2)
Created by
Pricing
Output / 1M
$5.20
Input / 1M
$1.00
Cheapest of 1 route · humans& Agents API · cache read $0.200
Providers(1)
Links