Our new model: OCRia-1 is here! 🦙

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The best document parser out there, now powering every mode in LlamaParse. Yes, really. Plus $3,000 in credits to test the switch!

OCRia-1 is officially out! 🦙

We've officially launched OCRia-1 , our new frontier VLM for document parsing, and it's already powering every mode in LlamaParse. It sets a new state of the art in accuracy, cost, and latency, and you can use it today.

A new high score on ParseBench.

OCRia-1 scored 87.4 on ParseBench and leads third-party benchmarks: olmOCR-bench (83.5), PulseBench-Tab (84.1), and fr-bench-pdf2md (72.1). At just 4B parameters, it outperforms every model in its class, including LightOnOCR-3, Chandra-OCR 2, and Mistral OCR 4.1.

Built for the hardest parts of a doc:

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Complex tables: Nested headers, merged cells, irregular grids, and scanned tables come back with their structure intact.

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Charts: OCRia-1 handles unlabeled line, bar, and pie charts, plus technical diagrams.

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Dense Formatting: Layout that carries meaning stays preserved, whether it's a big tax withholding table or a public economic report.

❗️Up to $3,000 in credits ❗️

New to LlamaParse? We're giving eligible enterprises up to $3,000 in credits to run a guided proof of concept with our team on your own documents. Processing lots of pages? We're offering volume discounts too. Reply to this email and we'll get you started.

* For eligible users only

Book a Demo!
(https://d5LDVQ04.na2.hubspotlinks.com/Ctc/Z+113/d5LDVQ04/VVqr6Y5pQlxFW8PY-B-7cJS6PV1-ywc5WrKw7N7WbryH3lcq-W7lCdLW6lZ3q3W4tzP8S4T8m6yV_4R7N4d1HWhW8yRnFf8QjWklVBmwY11JSsMQW1wG7Hz2NThyNW8Fkfck76hynbW9jrGqC6DV8TNW4q45Bv7vxmB5W4mB6VN2CrCXRW2tNplH6kf700W2vnZZC8NdwHYW5ZMfmM7Q2zHcW6vRJHV2xJXTxW4dsh5160szvnW7wwDMM1pb28DW692XgG3q4M3TW1QfngH46LKsLW24LKCK8WdvydW8ZHMwQ53kvdBW5tQppy81sygHW3c-BFs7qJ19CW8Cssgt3p3fDLW4tf1Gm2QB8jLW5GnFXD80xmbXf8WC0gd04 )

WATCH OUR LAUNCH VIDEO HERE! 🎬
(https://d5LDVQ04.na2.hubspotlinks.com/Ctc/Z+113/d5LDVQ04/VVqr6Y5pQlxFW8PY-B-7cJS6PV1-ywc5WrKw7N7Wbrzg3lcq-W8wLKSR6lZ3nvVbMzzy2rxG2SN13cmGJk8YSdW7hNClq29NlGBW9hm4mJ1HW0WRW6H-7kf1YyCVsW4K_Fdb7z1tlrW126mYS37G0V2N5xhqLXCYGxVW48b9kG1p243jW88c3Mn3H3n4vW8X07pc2FQR83W3Md_1b8S4pkDW3D5ctK6xnQ4tN3B57yQ4-lk7W6f4dDF61nxhdW2DDNYJ2mFcngW7wzz6598bjwtW1C2p993b-3rTVKgKPQ1MS6XJW2GlSNY4Q93SlVHRWT996SCsRN5dg1Hkg47vHW14h4N230f9ZtW24Wf15871qdSW8JfYB15YXpdVN7S_gXbxrV5hW66S3HN4N4cNGW1S5p5H5mTtwhf5DL8yP04 )

Check out the launch video ⬆️

You can also read more on the blog here (https://d5LDVQ04.na2.hubspotlinks.com/Ctc/Z+113/d5LDVQ04/VVqr6Y5pQlxFW8PY-B-7cJS6PV1-ywc5WrKw7N7Wbry-3lcq-W7Y8-PT6lZ3mtW4_V4dP1zDkWzVwN1Nb4mt84DW8DjDYk779pwdW3VQGVv5jJxLrW7Vkb-t1cRdXtW8ZnS2k2dgTJTW2wrjYz2sBrJSW5LsTx987qQy1N3knMrHFhZ3kVvQ99F1kH-sKW6zQzqm4-s_p8W3lk4SR4F9Cv9W8j72bW6zhGrzW2tLvJ68-Yj8kW1qN1X96DRphcW9d84zM7wBvhPW8pNFxD5PJnsjW8C6G9g4ySS0QW8m5VWY3YM5G0W6TrjHz6HKDBVW2Wm_7Q34St0vW3Gf9bx71ctD4N7PHLYZ-yTJNW4hzTwN10qGjsW6s2yvN7fBVnHW6fN71Z6rcgFYdcz9lW04 )  and the full 35-page technical report here (https://d5LDVQ04.na2.hubspotlinks.com/Ctc/Z+113/d5LDVQ04/VVqr6Y5pQlxFW8PY-B-7cJS6PV1-ywc5WrKw7N7Wbrzg3lcq-W8wLKSR6lZ3l-W6v9fjf3BNSrhW34ddrT5R-w9tN7wBq2S4FWthW5HwWyH6d-Z39W1yP3Bq7SNffKW6knl2h2vbsNYW5DZczD3LphpRW4rNSf63hLMJHW3vpfT82D5jbnW59_SDM7qHyNKVQQYPT3j5vdBMzCwKFjSXtfW4D_nMM64ckxyW6vggbZ7QZ1LCW5bMjWp1Xwys_W3nhhSd5J6kMkW6G3C731gbJXGW98qFsT3psfH0W7Q4vqb7YS0l4W7QxTVQ9l75mjW5xV-_S72B4vcW7Ftx-v3NdzbgW7svjxr5BzXC9W4VBrp42HzKjDVJlljH4p-_dRW1TGwpb6dFBM5W6359wk7D1SYYN2-Ys4n47DZmf297rPW04 ) . Give us your worst docs!

Now in every LlamaParse mode 👀

OCRia-1 is the base model behind Cost Effective, Agentic, and Agentic Plus, so you don't need to change anything to start using it.

Also, the name!

Baby llamas are called crias. Within about an hour of being born in the Andes with thin air and freezing conditions, they're standing up on their own. We decided to name the model after them, inspired by how docs too have to hold up on their own, even in the worst conditions :)

P.S.  We have a fun easter egg on the blog post, let us know if you find it!

We're so excited for you try OCRia-1 out. Please let us know any / all feedback by replying to this email :)

LlamaIndex, 405 Howard Street, San Francisco, California 94105, United States

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22 October 2026 · 15:00 UTC