# Is d1-2B SOTA?

Pending benchmarks. Announced Oct 27, 2026; no independent results yet.

As of Nov 3, 2026, d1-2B is pending benchmarks on isitsota: announced Oct 27, 2026, with no independent results on the boards we track yet.

Liquid AI's decision model for text, pictures and video, built on LFM3-VL-2B. Instead of generating text, it answers any number of named questions about one input in a single forward pass, with typed answers (yes/no, choices, scores, extracted values, boxes, estimates) and calibrated probabilities. Open weights under the LFM Open License v1.0.

Canonical: https://isitsota.com/m/d1-2b
Last updated: 2026-10-27
Tracking since: 2026-10-27

## Announced facts

| Fact | Value |
| --- | --- |
| Lab | Liquid AI |
| Announced | Oct 27, 2026 |
| API | Live · Liquid AI API and Playground, per Liquid's blog |
| Open weights | Published |
| Parameters | 1.92B |
| Base model | LFM3-VL-2B |
| Input | A state (text or JSON), pictures or a video, and any number of named questions |
| Output | Typed answers with probabilities; no generated tokens. Not a chat model |
| Context | 128K tokens (Liquid says answers get less reliable past about 64K tokens of state) |
| License | LFM Open License v1.0 |

Tags marked unsure are not stated on the lab's own pages.

## What would let us call it

Verdicts use only independent boards we already track. Two consecutive snapshots are required before any crown.

- [x] Publicly announced with a source
- [x] Usable by the public (API or weights)
- [ ] Listed on an independent board we track
- [ ] Enough results for a rank in a category
- [ ] Holds across two snapshots (crowns only)

## What the lab claims

Self-reported. Shown for context; not used in any verdict.

- Lab claim: replaces d1-3B with a third fewer parameters, scoring 85.2 vs 83.6 on Decision Bench and 75.5 vs 64.0 on ImajevBench; 5.7 ms per decision on an NVIDIA H100.

## Sources

- LAB: [Liquid AI: Introducing LFM3](https://www.liquid.ai/blog/lfm3) (2026-10-27)
- REPO: [LiquidAI/d1-2B on Hugging Face](https://huggingface.co/LiquidAI/d1-2B)

Tracking continues until an independent board lists it.

## Related

- Lab: [Liquid AI](https://isitsota.com/labs/liquid.md)
- All pending releases: https://isitsota.com/releases.md
- JSON: https://api.isitsota.com/v1/models/d1-2b