Primary use stated or inferred cautiously from official documentation.
M
MISTRAL AI / mistral-ocr-4-1
Mistral OCR 4.1
Specialized OCR service with paragraph bounding boxes, structured block labels, and confidence scores.
01 / SUMMARY
The essential
Maximum input capacity when published by the source.
Documented maximum generation limit.
Verified availability channels.
Primary functional family and verified specialties.
Declared terms for API access, model weights, or self-hosting.
02 / TECHNICAL SHEET
Limits and integration
| API ID | mistral-ocr-4-1 |
|---|---|
| Model type | Vision and documents |
| Access model | Paid proprietary |
| License | Proprietary |
| Deployment | Hosted API |
| Release | 2026 |
| Knowledge cutoff | Not published |
| Entrance | Image · PDF · Document |
| Exit | Text · JSON · Structured blocks |
| Context window | Document or image |
| maximum output | Text and structure |
| Reasoning | Not applicable or not published |
| Published tools | |
| Structured Outings | JSON and JSON Schema |
| Batch processing | Not published |
| Prompt cache | Not published |
| Fine-tuning | Not published |
| Verified platforms | Mistral API |
Digitization, structured extraction, and document preparation for RAG.
Evaluate CER/WER, tables, reading order, and real domain documents.
03 / CAPABILITIES
What it can do
Orientation
Digitization, structured extraction, and document preparation for RAG.
Context
Document or image · Text and structure
Tools and integration
Not published
Access
Mistral API
Input modalities
ImagePDFDocument
04 / PRICES
Documented cost
| Concept | Worth | Unit/condition |
|---|---|---|
| Standard input | Not published | Standard API rate |
| Cached input | Not published | Reading reused prefixes |
| Cache write or storage | Not published | The condition varies by provider |
| Standard output | Not published | May include reasoning tokens |
| Batch input | Not published | Asynchronous processing |
| Batch output | Not published | Asynchronous processing |
Consult the primary source: the billing unit depends on the model type and access channel.
i Prices change and may depend on level, region or context length. Check the source before making a decision.
05 / EVALUATIONS
How to read the results
“
A public benchmark provides guidance, but does not replace an evaluation with your data, tools, budget, and error tolerance.
| Benchmark | Result | Metric | Source |
|---|---|---|---|
| Evaluaciones Mistral OCR 4.1 | Published | OCR and document understanding | View source ↗ |
Inferama only highlights a “best result” when the metric, test set, configuration, and date allow for an equivalent comparison. The supplier's figures are presented as claims from its own source.
06 / VERSIONS
Chronology
Mistral OCR 4.1
Version added to Inferama's verified catalog.
ANALYSIS
Related analysis
Private Documents with AI: How to Decide What Can Leave the Perimeter and What Requires Review
An operational route for deciding whether a search, summarization, extraction, classification, or drafting workflow can process private documents directly, in minimized form, in segments, or within a controlled environment. The focus is not on selecting a technology by default, but on defining data, transformations, controls, and human review before production.
22 Sep 2026 ↗
Mistral OCR 4.1: what a team needs to revalidate when text, structure, and coordinates change in a document workflow
Mistral OCR 4.1 changes the model targeted by certain aliases and adds block, structure, and confidence capabilities. Before updating a document workflow, teams should measure not only text legibility, but also the stability of tables, pages, coordinates, schemas, and human review.
22 Sep 2026 ↗07 / SOURCES