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Lightonai: LightOnOCR-3 0.8B

LightOnOCR-3-0.8B is the lightest model of LightOn's LightOnOCR-3 family, with the same layout and visual understanding features as its larger siblings.

Source-linked Open weights apache-2.0 Released 2026-10-08
API record Report
InputT
OutputT
Input price$2.464/M
Output priceNot listed
Context262.144K
Max output16.384K
Providers1
Inference availability

Providers

Provider-specific identifiers, limits, and listed prices per million tokens. Every row links back to the provider's own documentation.

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Providers offering LightOnOCR-3 0.8B
ProviderProvider model IDContextMax outputInputOutputCache readCapabilitiesDocs
Scaleway lightonocr-3-0.8b 262.144K 16.384K $2.464 — — Not listed Docs ↗

Capability badges appear only where the provider catalog explicitly lists support. A blank cell means the source is silent, not that the feature is absent.

Listed rates

Price across providers

Input price per million tokens as published by each provider. Bars are drawn from listed rates only — no traffic weighting, since the catalog observes no requests.

Lowest input $2.464/M

Across 1 priced provider

Median input $2.464/M

Midpoint of listed rates

Highest input $2.464/M

Same as the lowest listed rate

Scaleway $2.464/MLowest
Cost calculator

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Excludes taxes, non-token charges, and tiered discounts.
Specification

Capabilities

Recorded from the source catalog and provider listings.

× Reasoning No
× Tool calling No
× Structured output No
✓ Attachments Yes
✓ Vision input Yes
✓ Open weights Yes
Creator
Lightonai
Model family
Not documented
Knowledge cutoff
Not documented
License
apache-2.0
Release date
2026-10-08
Model ID
lightonai/lightonocr-3-0.8b

Weights: Hugging Face ↗

Published evaluations

Benchmarks

Every result stays attached to its source, version, metric and harness. Scores from different versions are never merged, and the profile below plots each benchmark against its own population rather than on a shared scale.

Benchmark registry
ParseBench mean Source ↗
74.6 1 model scored — too few for a distribution
olmOCR-bench score Source ↗
85.5 1 model scored — too few for a distribution

Each strip shows every published score for that benchmark, with this model marked. The lighter shape behind the ticks is the density of results, and the dashed line is the median.

Catalog activity

Change log

Field-level changes detected between successful source imports.

Full change log
No changes recorded

This record has not changed within the retained import history.

Public API

Use this record

Fetch the complete source-linked model record. No key, no account, no rate-limited tier.

API documentation
Endpoint
GET https://modelbench.lol/api/v1/models/lightonai/lightonocr-3-0.8b
curl
curl "https://modelbench.lol/api/v1/models/lightonai/lightonocr-3-0.8b"
Common questions

Frequently asked questions

Answered directly from the stored record — nothing here is generated beyond the catalog's own fields.

What is LightOnOCR-3 0.8B?

LightOnOCR-3-0.8B is the lightest model of LightOn's LightOnOCR-3 family, with the same layout and visual understanding features as its larger siblings. It is published by Lightonai and catalogued here from Models.dev.

How much does LightOnOCR-3 0.8B cost?

Listed input pricing starts at $2.464 per million tokens from Scaleway.

What is the context length of LightOnOCR-3 0.8B?

LightOnOCR-3 0.8B accepts up to 262.144K tokens of context and returns up to 16.384K output tokens.

Does LightOnOCR-3 0.8B support tool calling and structured output?

Provider catalogs list support for image input.

Which providers serve LightOnOCR-3 0.8B?

1 provider list this model: Scaleway.

Are the weights for LightOnOCR-3 0.8B open?

Yes. The weights are published and downloadable from Hugging Face under the apache-2.0 license.

When was LightOnOCR-3 0.8B released?

The catalog records a release date of 2026-10-08, last verified Oct 24, 2026.