LightOnOCR-2
Writing & Content Creation · Web · Free (open source)
About LightOnOCR-2
LightOnOCR-2 is an open-weight 1-billion-parameter vision-language model from LightOn that converts documents — including PDFs, scans, tables, receipts, forms, multi-column layouts, and math notation — into clean, naturally ordered text without multi-stage pipelines. It achieves state-of-the-art accuracy on OlmOCR-Bench while being roughly 9x smaller and 3x faster than competing models, processing over 493,000 pages per day on a single H100 at under $0.01 per 1,000 pages. Released under the Apache 2.0 license, it is available for self-hosting, fine-tuning, and domain adaptation. Alternatives: LightOnOCR-2 is an open-weight 1-billion-parameter vision-language model from LightOn that converts documents — including PDFs, scans, tables, receipts, forms, multi-column layouts, and math notation — into clean, naturally ordered text without multi-stage pipelines. It achieves state-of-the-art accuracy on OlmOCR-Bench while being roughly 9x smaller and 3x faster than competing models, processing over 493,000 pages per day on a single H100 at under $0.01 per 1,000 pages. Released under the Apache 2.0 license, it is available for self-hosting, fine-tuning, and domain adaptation.
12-Dimension Score
| Budget Impact | 5.0 | free — zero cost |
| Deal Economics | 5.0 | free — best possible economics |
| Risk Assessment | 4.0 | web service — check company stability; active status |
| Product DNA | 3.5 | detailed description (1185 chars) |
| Personal Workflow Fit | 3.5 | web accessible |
| AI/Automation Synergy | 3.0 | some AI/automation relevance |
| Innovation Potential | 3.0 | standard feature set |
| Build vs Buy | 3.0 | moderate complexity — could be built in days |
| Competitor Landscape | 2.5 | 10+ alternatives — crowded market |
| Integration Potential | 2.0 | no documented API or integrations |
| Consolidation Value | 1.5 | 50 tools already owned — adds fragmentation |
| Unique Value | 1.0 | extreme saturation — 50 owned tools in category |
Details
| Platform | Web |
| Cost Model | Free (open source) |
| Source | WEB |
| Status | Active |