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LightOn · Released Oct 8, 2026

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.

  • Open weights
  • Vision
Capability
—No ECI score yet
Input
—No listed price
Output
—No listed price
Context
262K16K max output
Pricing

What it costs

No per-token price is published for this model yet.

No per-token price is listed for this model on models.dev.

Capability

Independent benchmarks

Epoch AI has not published a Capabilities Index score for LightOnOCR-3 0.8B yet.

Specifications

The details

Lab
LightOn
Released
Oct 8, 2026
Context window
262,144 tokens
Max output
16,384 tokens
Inputs
Text, Images
Output
Text
Reasoning
No
Tool calling
No
Structured output
No
Availability
1 API providerlisted on models.dev
Lab-reported

What LightOn claims

Published by the lab at launch. Settings vary, so compare these only with care.

BenchmarkScoreSettingSource
olmOCR-bench85.5—Source
ParseBench74.6 mean—Source
Questions

About LightOnOCR-3 0.8B

How much does LightOnOCR-3 0.8B cost?

LightOnOCR-3 0.8B has no published per-token API price on models.dev yet.

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

LightOnOCR-3 0.8B accepts up to 262,144 tokens per request and can write up to 16,384 tokens in one response.

How good is LightOnOCR-3 0.8B?

Epoch AI has not published a Capabilities Index score for LightOnOCR-3 0.8B yet.

Is LightOnOCR-3 0.8B open source?

Yes. LightOn publishes the weights under the apache-2.0 licence, so it can be downloaded and self-hosted.

What inputs does LightOnOCR-3 0.8B support?

LightOnOCR-3 0.8B accepts text and images and replies in text. It is not a dedicated reasoning model, does not support tool calling.

When was LightOnOCR-3 0.8B released?

LightOn released LightOnOCR-3 0.8B on Oct 8, 2026.

What are the best alternatives to LightOnOCR-3 0.8B?

The closest current models from other labs on capability, price and release date are MiniCPM-V 4.7 35B-A3B (OpenBMB), Beam 1.0 501B A23B (Reflection AI, $0.30 / $1.00), Muse Wonder Full (Meta) and Kolibri 1 (Aleph Alpha, $0.164 / $0.574).