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🌍—Released November 2026

Pyramid-JiT

Linum
Open-source Card data 0/100 Trust Index ≈ 0
Verdict

A solid pick for self-hosting and full data control.

Overview

According to Linum, Pyramid-JiT is a text-to-image diffusion model built on a pixel-space architecture, trained on 660 million samples for roughly $21,000 and released open source under an Apache 2.0 license.

Skill profile

Not disclosed

Strengths

  • Open-source and self-hostable

Limitations

  • No documented EU residency
  • API pricing not disclosed

Who is it for

A good fit if…
  • you want to control cost or self-host
Skip it if…
  • you handle sensitive data with no EU option

Key specifications

Context
0
Input price
—
Output price
—
Speed
—
Price not auditedBenchmarks not audited

What it costs per month

Estimate from sourced API prices and a hardware tier for self-hosting. Assumptions are editable.

Via API
API pricing not published
Self-hosted
Closed weights: no self-hosting

Assumptions: 36-month amortisation, 0.25 €/kWh, 22 days/month, 1 $ = 0.92 €. Excludes labour, software licences, redundancy.

nAIvigate Trust Index

≈ 0/100

What the vendor offers and documents for professional use in Europe. An undocumented criterion counts as zero and stays visible: the score rises when the vendor publishes, not when we assume.

4/20 criteria documented · 20 % · provisional: 50 % documented criteria or fewer

Data0
0/5 · 30 %
Sovereignty0
1/3 · 20 %
Transparency0
3/4 · 15 %
Enterprise0
0/6 · 20 %
Licence0
0/2 · 15 %
See the criteria▾
Data
EU data residencynot documented
No transfer outside EUnot documented
No training on your datanot documented
Configurable retentionnot documented
Zero Data Retentionnot documented
Sovereignty
Self-hostable (open weights)
EU hosting offerednot documented
European vendornot documented
Transparency
Published licence (URL)
Public, sourced pricing
Published compliance commitments
Subprocessor list publishednot documented
Enterprise
DPA availablenot documented
SSO / SAMLnot documented
SCIM provisioningnot documented
Audit logsnot documented
SOC 2 / ISO 27001not documented
Vendor private endpointnot documented
Licence
Commercial use allowednot documented
Licence typenot documented
Full ranking and methodology

Trust Index badge

Show this score in your docs, README or security page. It updates automatically.

nAIvigate Trust Index · Pyramid-JiT
[![nAIvigate Trust Index · Pyramid-JiT](https://naivigate.com/badge/pyramid-jit.svg?lang=en)](https://naivigate.com/en/model/pyramid-jit)

Data & compliance

What we know, line by line, with source and date. These lines feed the Data and Enterprise families of the Trust Index above. GDPR compliance depends on your processing, not on the model alone.

EU data residencyNot documented
Data processing agreement (DPA)Not documented
Transfer outside the EUNot documented
Training on your dataNot documented
Configurable retentionNot documented
Zero Data RetentionNot documented
Self-hostableNo
Derived from declared hosting, not verified at source.Need an analysis in your context? Shadow AI Sentinel

Quality of this card’s data

0/100

This score measures the quality of the data on this card: price, context, Elo, licence, documented, sourced and fresh. It measures neither the model nor its compliance: for that, see the Trust Index above.

0/6 documented · 0/6 primary sources

API pricingmissing
Context windowmissing
Arena Elomissing
Benchmarks (MMLU, GPQA, SWE-bench…)missing
Licencemissing
Data & compliancemissing
Advanced data · for experts
Architecture, modalities, detailed cost, full benchmarks
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Architecture
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Size
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Cutoff date
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Inputs
—
Outputs
—
License
—
Hosting
—
Hallucination score
—
Estimated cost (API)
Typical exchange (~3k in / 1k out)
Not disclosed
1M in + 1M out
Not disclosed
All benchmarks
Arena Elo—
MMLU—
GPQA—
HumanEval—
SWE-Bench—
MATH—