PrismML
14 models across 1 family · Latest: Ternary Bonsai 2 2B (2026-10)
PrismML's portfolio covers 14 active models across 1 current family, spanning coding, rag, and agents. Open a model detail page to compare provider routes and sourced benchmarks.
Covers 6 workload areas across 14 active tracked models; last verified 2026-10-22.
Use it for
- Teams evaluating coding, rag, and agents across this lab's releases
- Comparing model families before committing to a flagship
- Migration and pricing follow-ups across 14 tracked models
Do not use it for
- Choosing a hosting provider without opening a model page for price ladders
Active models
14
Current models from this lab, excluding deprecated ones
Active families
1
Current model families from this lab
Open catalog
14 open
14 open source / 0 open weights
Lowest output price
Not tracked
No provider output pricing linked yet
Latest dated release
2026-10-15
Ternary Bonsai 2 2B
Freshness
2026-10-22
Researched 10d ago
Information
Release cadence
- Dated releases
- 5
- Latest model
- Ternary Bonsai 2 2B
- Latest date
- 2026-10-15
Where this lab wins
- Coding: 1 tracked model with SWE-bench / HumanEval-style scores.
- RAG: 6 tracked models with ruler / needle retrieval benchmarks.
- Agentic: 6 tracked models with BFCL, tau-bench, and SWE-bench tool-use coverage.
- Long-context: 6 tracked models with context-token or InfiniteBench-class signal.
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.
Featured models
| Model | Released | Context | Input price ($/1M) | Output price ($/1M) | License | Openness |
|---|---|---|---|---|---|---|
| Ternary Bonsai 2 2B | 2026-10-15 | 256K | - | - | Apache 2.0 | Open source |
| Ternary Bonsai 2 4B | 2026-10-15 | 256K | - | - | Apache 2.0 | Open source |
| Ternary Bonsai 2 9B | 2026-10-15 | 256K | - | - | Apache 2.0 | Open source |
Model families
Recent releases
- Ternary Bonsai 2 2B- 2026-10-15
- Ternary Bonsai 2 4B- 2026-10-15
- Ternary Bonsai 2 9B- 2026-10-15
- Ternary Bonsai 2 27B- 2026-09-17
- Ternary Bonsai 27B- 2026-07-14
Explore related pages
Last reviewed: 2026-10-22. Data sourced from public lab announcements and provider documentation.