2027 edition — archived
Model Marketplace 2027
Fine-tuned and base models with pre-cleared licensing — legal, medical, supply chain, code — self-hostable or hosted, audited provenance.
A model marketplace lists base models and fine-tunes with pre-cleared licensing and audited training-data provenance. Buyers shop for vertical-specific fine-tunes (legal, medical, supply chain, code) without the multi-quarter project of training from scratch and without the licensing-due-diligence cycle that historically gated open-weight adoption.
The Swfte model marketplace covers frontier-class hosted models, open-weight self-hostable models, and vertical fine-tunes across legal, healthcare, finance, code, and supply chain. Every listing publishes its eval scorecard, training-data provenance, and licensing terms.
Why buy from a model marketplace
- Vertical fine-tunes that beat frontier models on your domain at a fraction of the cost.
- Pre-cleared licensing — no surprise GPL contamination, no missing rights-of-publicity.
- Self-host or hosted — same listing, choose your deployment.
- Audited training-data provenance with published eval scorecards.
- Composable with workflow marketplace pipelines (model swap is a config change).
Sample listings
Six representative AI models from the catalogue. Pricing as of 2026-05-09.
| Listing | Category | Description | Unit price |
|---|---|---|---|
| Legal-tuned Claude variant | Legal | US contracts corpus, audited | $0.012 / 1K tokens |
| Medical-tuned Llama variant | Healthcare | PubMed + clinical notes, HIPAA-clean | $0.008 / 1K tokens |
| Code-tuned DeepSeek variant | Code | 12-language corpus, MIT-cleared | $0.004 / 1K tokens |
| Supply chain-tuned Qwen | Supply Chain | SKU + logistics terminology | $0.006 / 1K tokens |
| Frontier hosted model | Frontier | Latest frontier with SOC2 + EU residency | $0.025 / 1K tokens |
| Open-weight self-host bundle | Open Weights | Permissive licence, audited weights | Compute only |
FAQ
What is a model marketplace?
A catalogue of base models and vertical fine-tunes with pre-cleared licensing and audited training-data provenance. Buyers can host the model themselves or call it via the marketplace endpoint, with a single licensing contract either way.
Why use a vertical fine-tune instead of a frontier model?
Vertical fine-tunes beat frontier models on their domain at 3-10x lower cost-per-token. The trade-off is narrower competence — they do their domain extremely well and generic tasks adequately. Compose: vertical model for the hot path, frontier model as a fallback router.
How is licensing handled?
Every listing publishes its training-data provenance and the resulting licensing terms (commercial use, redistribution, derivative works). The marketplace flags any constraints up front so legal review happens once at procurement, not per project.
Can I self-host a marketplace model?
Many listings ship as both hosted endpoints and downloadable weights for self-hosting on your own infra. The marketplace handles the licensing pre-clearance for both deployment modes.
Related marketplaces
AI Workflow Marketplace
Pre-built end-to-end AI pipelines — invoice OCR, ticket triage, contract review, lead enrichment — that install in minutes and bill per document.
AI Marketplace
The umbrella catalogue for AI workflows, agents, MCP servers, avatars, voices, and models — install in minutes, pay per unit of work.
MCP Marketplace
Single-purpose MCP tool servers — Slack, Postgres, Stripe, Linear, Salesforce — that any agent can call. Install in minutes, pay per call.
Further reading
- The AI Workflow Marketplace: Why Buying Beats Building in 2026
- Buy vs Build in the Age of AI Coding Assistants
- The $50B AI Agent Marketplace Economy
- Swfte Marketplace product page
Listings, pricing, and benchmarks updated 2026-05-09. Verticals indexed: AI Marketplace, AI Workflow Marketplace, MCP Marketplace, Avatar Marketplace, Voice Marketplace, Model Marketplace.