LinkTransformer vs Tilores
LinkTransformer
linktransformer.github.io
Tilores
tilores.ioSide by side
| Figure | LinkTransformer | Tilores |
|---|---|---|
| Price from | — | Free |
| Free plan | — | Yes |
| Free trial | — | — |
| Open source | — | — |
| Web | — | Yes |
| Windows | — | Yes |
| macOS | — | Yes |
| Linux | — | Yes |
| API | — | Yes |
| Self-hosted | — | Yes |
| Plans published | 0 | 4 |
| Spec score · Data Deduplication Software | 6.7 (#25) | 8.3 (#5) |
| Integrations | The site describes integrations with Hugging Face Hub, OpenAI models, and Hugging Face models. | The production platform lists prebuilt Salesforce, HubSpot and Snowflake connectors plus webhooks and event streaming. |
| Purpose | LinkTransformer is a Python package for record linkage using transformer models. | Tilores resolves duplicate and conflicting records across systems into unified entity profiles in real time. |
| Support | The site invites users to contribute through the repository and raise issues with feature requests. | Production quotes can scope support from standard technical support to a dedicated customer success engineer. |
Plans
Tilores
- Tilores StudioFree
- Tilores Studio Local ModeFree
- Production TiloresPriced on request
- Tilores ProductionPriced on request
In their own words
LinkTransformer
LinkTransformer has no write-up on Specifiction yet; its figures are above.
Tilores
Tilores resolves duplicate and conflicting records into unified entity profiles in real time. It maps, normalizes, and enriches fields such as names, phone numbers, and addresses before applying deterministic rules and fuzzy matching. Results can include explainable links, a quality score, and an audit trail. A real-time GraphQL API supports entity retrieval, ranked fuzzy searches, and aggregation of source records. Listed connectors include Salesforce, HubSpot, and Snowflake, alongside webhooks and event streaming. Deployment options include managed AWS, a customer's AWS account or another cloud, and on-premise installations. Developers can connect entity resolution to LangChain and Amazon Bedrock through IdentityRAG; the company says it works with any LLM through LangChain. Tilores Studio runs locally on macOS Apple Silicon, Windows x64, or Linux x86_64, storing data on the user's computer. Its free local mode allows up to 100,000 records per deployment. Production pricing is by custom quote, based on data volume, deployment, service requirements, and support.