Lightwell InstituteJAMI-4 Engagement Matrix

Pricing & Research Tiers

“Open-access science at the foundation — dedicated infrastructure for high-throughput institutional deployment.”

Access Lightwell’s JAMI-4 frontier model, Three-Gate Protocol verification, and air-gapped scientific compilers with transparent compute economics.

Public research linksPrivacy Policy governs data retentionNo HIPAA or SOC 2 certification claimed
Open Science

Individual

Public Papers & Open Repositories

$0Forever free

Ideal for independent researchers, students, and open-science advocates exploring our published papers and public repositories.

Includes:

Access to all public research papers & DOIs
Open source SDK & CLI tools (@lightwell/tools)
Public research notes & ontology specs
32k context window JAMI-4 guest access
Community forum & public benchmarks
MOST POPULAR
Developer & API

Professional

Hosted JAMI-4 API & Priority Compute

$23/ month

Billed annually ($276/yr)

For AI engineers, academic researchers, and developers integrating JAMI-4, Three-Gate Protocol, and Flux.1 Dev endpoints.

Includes:

128k context window JAMI-4 API & SSE streaming
Hosted Three-Gate-Protocol verification endpoint
NVIDIA Flux.1-Dev image generation API access
1,000,000 API tokens included per month
Priority GPU cluster compute & 99.9% SLA
Email & developer priority support
FOR RESEARCH LABS
Research Partnerships

Organization

Lab Collaboration & Custom Ontologies

$159/ seat / month

Billed annually ($1908/yr)

For university research groups, labs, and specialized R&D divisions seeking joint research projects and custom analysis.

Includes:

Everything in Professional + Shared workspace
1M context window JAMI-4 Frontier Model access
Custom scientific analysis & Causal Graph mapping
Forsythe Knowledge Compiler API integration
10,000,000 API tokens included per month
Dedicated R&D consulting & ontology design
24/7 Priority support with 4-hr SLA response
Infrastructure

Enterprise

Private Air-Gapped Compilers

Custom

For large institutions requiring private, air-gapped scientific compilers, dedicated compute clusters, and custom graph construction.

Includes:

Private, air-gapped Forsythe Compiler deployment
Custom Knowledge Graph & ontology construction
Dedicated GPU clusters (H100/B200) — SLA under review
Privacy and security requirements reviewed case by case
Executive research briefings & dedicated engineer
Custom co-publishing & IP ownership rights
Interactive Usage Estimator

Estimate Your Monthly Compute Needs

Project your research lab’s estimated monthly API token consumption (JAMI-4 input/output context + Three-Gate validation queries).

Monthly Tokens:2.5 Million tokens
10k1M5M10M20M+
Recommended Plan & Estimated Cost
Organization Tier
$159/mo

Billed annually with 20% discount included

Lightwell MatrixSide-by-Side

Detailed Feature Matrix

Comprehensive side-by-side comparison of model limits, infrastructure access, and enterprise SLAs.

Swipe horizontally to compare all tiers →

Capability & LimitsIndividualProfessionalOrganizationEnterprise
Core AI & Scientific Reasoning
JAMI-4 Model Access
Access level to our flagship reasoning model
Guest Chat (32k)Standard (128k)Frontier (1M)Custom / Fine-Tuned
Three-Gate Protocol Verification
Causal verification against peer-reviewed literature
Read-onlyStandard APIAdvanced PipelineCustom Logic Engine
Causal Graph Mapping (CIR)
Interactive causal graph synthesis and node generation
Up to 50 nodes/moUp to 1,000 nodes/moUnlimited Real-time
Flux.1-Dev Multimodal API
High-precision scientific image & diagram generation
500 renders/mo5,000 renders/moCustom Quota
API & Infrastructure Performance
SSE Streaming API
Server-Sent Events streaming for real-time applications
Rate Limit (Requests per min)
Maximum parallel API throughput
10 RPM300 RPM1,500 RPMCustom Unlimited
Forsythe Compiler Indexing
Custom PDF and document knowledge indexing volume
Public DOIs onlyUp to 1 GBUp to 100 GBUnlimited Air-gapped
Deployment Isolation
Physical and network isolation guarantees
SharedMulti-tenant CloudDedicated TenantAir-Gapped / On-Prem
Compliance, Security & Support
Service Level Agreement (SLA)
Guaranteed uptime commitment
Best effort99.9% UptimeUptime under reviewUptime under review
Privacy & Data Handling
Review the Privacy Policy before sharing sensitive data
Scoped reviewScoped review
Support Channel
Technical support response SLA and channels
CommunityEmail (24h)Slack & Email (4h)24/7 Dedicated Team
Knowledge BaseFAQ

Frequently Asked Questions

Everything you need to know about API rate limits, academic grants, and air-gapped deployment.

JAMI-4 API tokens are billed based on input context and output prompt length. Professional plans include 1M tokens/month, while Organization plans include 10M tokens/month. Excess tokens are billed at a flat rate of $0.002 per 1k input tokens and $0.006 per 1k output tokens. You can set hard usage limits in your billing control panel to prevent unexpected charges.
Custom Research Proposals

Have a Unique Scientific Proposal?

Our research council evaluates custom academic and industrial R&D proposals, joint co-publications, and air-gapped knowledge compiler integrations.