kettei dot Decision Model Results

kettei dot

Explore kettei dot: exact decision configuration, published specifications, source-linked benchmarks and API tariffs when available.

Published specifications

Provider: Sqwish Labs
Version: Sqwish/Kettei-Dot (commit a8ef982, release tag v1.0)
System type: Trained checkpoint
Access: Open weights
License: Kettei Community Model License 1.0
Inputs: text
Decision types: Choice, Yes / no, Score
Published size: 1,078,285,824 (card); the launch post calls it 900M
Active parameters: Not published
Context / input limit: 4,096 input tokens by default in the reference interface (card)
Announced: 2026-10-14

Hugging Face · Announcement · Website

Model notes

Open and smallest text-only kettei decision model from Sqwish Labs, a fine-tune of IFM K2-Horizon-0.9B, announced 14 October 2026; the weights were published on 18 October under the Kettei Community Model License 1.0 with a reference package (kettei 0.1.0rc5) that scores supplied options. It is not offered on OneHot. The card makes no task-quality or latency claim; the launch post’s figure values were published before the weights and do not name a revision.

Checkpoint revision: a8ef982f8736cbac710899810f87bb53668be6d1

← All decision models · Compare this decision system →

4 recorded observations. Published results retain their source and setup; no Examenos evaluation was run. Missing results are not zero. How to read these comparisons →

Official / vendor · Sqwish Labs (vendor run / launch post)

kettei dot · Official / vendor · Sqwish Labs (vendor run / launch post)
Evaluation	Result	Evidence
Sqwish · kettei launch · Decision Index 0.3.1 public half · score	44.20	Setup & source Decision Index 0.3.1 public suite, scored with the maintainer’s kit on its stratified 12,000-request sample (Figure 4, Text). kettei dot. Figure 4 Text point, scored with the maintainer’s kit. Published in the vendor’s launch post. Sqwish Labs’ own results in the kettei launch post of 14 October 2026. Figure values are the labelled data points the page draws (name, score, latency), read from the site bundle /static/js/main.10f99d62.js, read 8 November 2026; prose values are quoted from the same post. Values were published before the core and dot weights (18 October) and name no revision. Checked / reported: 2026-11-08 · Samples: 12000 Snapshot: 2026-10-14 · Revision: site bundle /static/js/main.10f99d62.js, read 8 November 2026 · Published observations; result reuse terms not specified Result source · Benchmark source
Sqwish · kettei launch · Decision Index 0.3.1 public half · median latency	15 ms	Setup & source Median latency per request on the same run (Figure 4, Text). kettei dot. Figure 4 Text point; hardware not stated. Published in the vendor’s launch post. Sqwish Labs’ own results in the kettei launch post of 14 October 2026. Figure values are the labelled data points the page draws (name, score, latency), read from the site bundle /static/js/main.10f99d62.js, read 8 November 2026; prose values are quoted from the same post. Values were published before the core and dot weights (18 October) and name no revision. Checked / reported: 2026-11-08 · Samples: 12000 Snapshot: 2026-10-14 · Revision: site bundle /static/js/main.10f99d62.js, read 8 November 2026 · Published observations; result reuse terms not specified Result source · Benchmark source
Sqwish · kettei launch · JevBench 231 public items · accuracy	78.8%	Setup & source The 231 public JevBench items (Figure 4, JevBench). kettei dot. Figure 4 JevBench point. The post says kettei dot is not on OneHot and does not say how it was served for this timing. Published in the vendor’s launch post. Sqwish Labs’ own results in the kettei launch post of 14 October 2026. Figure values are the labelled data points the page draws (name, score, latency), read from the site bundle /static/js/main.10f99d62.js, read 8 November 2026; prose values are quoted from the same post. Values were published before the core and dot weights (18 October) and name no revision. Checked / reported: 2026-11-08 · Samples: 231 Snapshot: 2026-10-14 · Revision: site bundle /static/js/main.10f99d62.js, read 8 November 2026 · Published observations; result reuse terms not specified Result source · Benchmark source
Sqwish · kettei launch · JevBench 231 public items · median end-to-end latency from the UK	145 ms	Setup & source Median end-to-end latency per request from a UK client through the provider’s public API (Figure 4, JevBench). kettei dot. Figure 4 JevBench point, timed end to end from the UK. Published in the vendor’s launch post. Sqwish Labs’ own results in the kettei launch post of 14 October 2026. Figure values are the labelled data points the page draws (name, score, latency), read from the site bundle /static/js/main.10f99d62.js, read 8 November 2026; prose values are quoted from the same post. Values were published before the core and dot weights (18 October) and name no revision. Checked / reported: 2026-11-08 · Samples: 231 Snapshot: 2026-10-14 · Revision: site bundle /static/js/main.10f99d62.js, read 8 November 2026 · Published observations; result reuse terms not specified Result source · Benchmark source