Last Updated: 2025-12-31
Light Edition Version: v0.1.0
Full Edition Version: v1.2.0
| Edition | Purpose | Target Users | Version |
|---|---|---|---|
| Light | API evaluation, B2B demos, integration testing | Developers, sales engineers, POC teams | v0.1.0 |
| Full | Production science workloads, clinical research | Research labs, biotech, clinical institutions | v1.2.0 |
| Feature | Light Edition | Full Edition |
|---|---|---|
| Omega Scorer | [+] Lite (IxPx(1-Delta), S++ grading) | [+] Full LEDA Engine integration |
| Scenario Engine | [+] 4 modes (Perfect/Drift/Empathy/Random) | [+] ML-powered anomaly detection |
| Demo Control | [+] 100% deterministic outcomes | [+] Real-time adaptive scenarios |
| Test Coverage | [+] 14 tests (100% passing) | [+] 200+ tests with E2E coverage |
| Feature | Light | Full |
|---|---|---|
| AlphaFold3 Executor | [*] Scenario-based simulation | [+] GPU-accelerated (CUDA 12.x) |
| ESMFold Executor | [*] Scenario-based simulation | [+] Fast folding (8-16GB RAM) |
| RoseTTAFold | [*] Scenario-based simulation | [+] Alternative predictor |
| DockQ v2 Validation | [-] | [+] Complex quality |
| SAXS chi2 Validation | [-] | [+] X-ray fit |
| PoseBusters | [-] | [+] Ligand pose QC |
| GROMACS MD | [*] Placeholder simulation | [+] Energy minimization |
| Response Time | ~50ms (instant) | 30s-30min (real compute) |
Legend: [+] Fully functional | [*] Simulation/demo mode | [-] Not included
| Feature | Light | Full |
|---|---|---|
| Database | SQLite (local, demo-grade) | PostgreSQL 14+ (replicated) |
| Task Queue | [-] Sync only | [+] Redis + Celery workers |
| Storage | Local filesystem | [+] MinIO/S3 with versioning |
| Experiment Tracking | [-] | [+] MLflow with artifact storage |
| Orchestration | Docker (single container) | [+] Kubernetes + Helm charts |
| Autoscaling | [-] | [+] HPA-ready (CPU/GPU metrics) |
| Feature | Light | Full |
|---|---|---|
| JWT Auth | [+] Local JWKS (demo tokens) | [+] Remote JWKS (RS256/ES256) |
| RBAC | [+] 3 roles (Viewer/User/Admin) | [+] 7 roles + custom policies |
| Multi-Tenancy | [-] | [+] Org-level isolation + quotas |
| SIDRCE Gates | [*] Placeholder validation | [+] Full 7-stage pipeline |
| Audit Logs | [+] Basic (timestamp + user) | [+] Structured + retention policies |
| Drift Detection | [+] Scenario-based (v0.1.0) | [+] Real-time Prometheus monitoring |
- [+] Testing API integration patterns
- [+] Running B2B sales demonstrations with controlled scenarios
- [+] Evaluating platform before commitment
- [+] Building proof-of-concept (< 1 week timeline)
- [+] No GPU/HPC resources available
- [+] Rapid deployment requirement (< 5 min)
- [+] Learning Omega scoring concepts
Perfect For: Sales engineers, POC teams, API developers, evaluation period
- [+] Real structure prediction workloads (AlphaFold3, ESMFold)
- [+] Scientific validation required (DockQ, SAXS, PoseBusters)
- [+] MD refinement with GROMACS/OpenMM
- [+] Academic paper generation (PDF reports)
- [+] Enterprise infrastructure (K8s, S3, MLflow)
- [+] Compliance requirements (SIDRCE audit, HIPAA)
- [+] Production SLA (24/7 support)
Perfect For: Research labs, biotech R&D, clinical institutions, pharma enterprises
Scenario: 10-20 predictions/week, publication outputs
Recommendation: Full Edition
Infrastructure: Single GPU server (A100 40GB) + PostgreSQL
Cost: ~$500/month (cloud) or $15k one-time (on-prem)
Timeline: 2 weeks setup to production
Scenario: API testing, 5 developers, POC for investors
Recommendation: Light to Full (6 months)
Infrastructure: Laptops to AWS EKS
Cost: $0 (Light) to $2,000/month (Full on AWS)
Timeline: Same-day Light setup to 1 month Full migration
Scenario: 100+ scientists, HIPAA compliance, 1000s predictions
Recommendation: Full Edition (on-prem)
Infrastructure: Private K8s cluster, 10+ GPU nodes
Cost: Enterprise agreement ($50k-200k/year)
Timeline: 3-6 months custom deployment
Scenario: Controlled demonstrations for prospects
Recommendation: Light Edition with Scenario Engine
Infrastructure: Laptop or demo server
Cost: $0 (open source)
Timeline: 5 minutes setup
Key Feature: Deterministic Omega scenarios (PERFECT/DRIFT/EMPATHY_FAIL)
Light Edition Questions: GitHub Issues
Full Edition Inquiries: info@flamehaven.space
B2B Demo Requests: Create Issue