PrismML
2 models across 1 family · Latest: Ternary Bonsai 2 27B (2026-09)
PrismML's portfolio covers 2 active models across 1 current family, spanning rag, agents, and long context. Open a model detail page to compare provider routes and sourced benchmarks.
Covers 5 workload areas across 2 active tracked models; last verified 2026-09-17.
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 2 tracked models
Do not use it for
- Choosing a hosting provider without opening a model page for price ladders
Active models
2
Current models from this lab, excluding deprecated ones
Active families
1
Current model families from this lab
Open catalog
2 open
2 open source / 0 open weights
Lowest output price
Not tracked
No provider output pricing linked yet
Latest dated release
2026-09-17
Ternary Bonsai 2 27B
Freshness
2026-09-17
Researched 1d ago
Information
Release cadence
- Dated releases
- 2
- Latest model
- Ternary Bonsai 2 27B
- Latest date
- 2026-09-17
Where this lab wins
- RAG: 2 tracked models with ruler / needle retrieval benchmarks.
- Agentic: 2 tracked models with BFCL, tau-bench, and SWE-bench tool-use coverage.
- Long-context: 2 tracked models with context-token or InfiniteBench-class signal.
- Vision: 2 tracked models with multimodal benchmark coverage.
Flagship quality / price signal
- Flagship
- Ternary Bonsai 2 27B
- Selection source
- Best sourced coding Q/$
- Coding grade
- unknown
- Benchmark / output price
- Not enough sourced benchmark and price coverage
About
PrismML (Prism ML, Inc.) builds ultra-dense 1-bit and ternary Bonsai models for on-device and efficient datacenter inference. Official site https://prismml.com/; docs https://docs.prismml.com/; HF org prism-ml; lab X @PrismML (verified). About page: Co-Founders Babak Hassibi (CEO), Sahin Lale & Omead Pooladzandi (Co-Heads of Research), Reza Sadri (VP Strategy); advisors include Ion Stoica. Positions: concentrating intelligence / intelligence density; Bonsai family spans 1-bit and Ternary lines plus Bonsai Image. Seed overview from first-party site/docs/news + MCP-verified X only.
Featured models
| Model | Released | Context | Input price ($/1M) | Output price ($/1M) | License | Openness |
|---|---|---|---|---|---|---|
| Ternary Bonsai 2 27B | 2026-09-17 | 262k | - | - | Apache 2.0 | Open source |
| Ternary Bonsai 27B | 2026-07-14 | 262k | - | - | Apache 2.0 | Open source |
Model families
Recent releases
- Ternary Bonsai 2 27B- 2026-09-17
- Ternary Bonsai 27B- 2026-07-14
Explore related pages
Last reviewed: 2026-09-17. Data sourced from public lab announcements and provider documentation.