OCR 4.1 vs SOMA X v0.3.0
At a Glance
| Compare |  OCR 4.1Mistral AI |  SOMA X v0.3.0NVIDIA |
|---|---|---|
| Pricing and Limits | ||
| Context windowMaximum documented tokens | Not reported | Not reported |
| Model facts checked | Aug 29, 2026View model evidence → | Sep 2, 2026View model evidence → |
Token prices are the lowest available sourced USD rates; input and output may use different providers. Cost ranking estimates output spend on LiveBench, not a full request bill. Ranking methodology →
Available Benchmarks
Side-by-Side Facts
| Field | OCR 4.1 | SOMA-X v0.3.0 |
|---|---|---|
| Developer | Mistral AI | NVIDIA |
| Family | Mistral OCR | Soma X |
| Model | OCR 4.1 | SOMA-X v0.3.0 |
| Version | OCR 4.1 | SOMA-X v0.3.0 |
| Lifecycle | active | active |
| Released | 2026-07-16 | 2026-09-02 |
| Knowledge cutoff | Unknown | Unknown |
| Input modalities | Image, Document | Model-specific input |
| Output modalities | Text | 3D |
| Context window | Unknown | Unknown |
| Total parameters | Unknown | Unknown |
| Active parameters | Unknown | Unknown |
| License | Unknown | apache-2.0 |
| Open weights | No | Yes |
| API available | Yes | No |
| Self-hostable | No | Yes |
| Provider access | Mistral AI (Standard) | Unknown |
| Capabilities | bounding-box-extraction, document-ai, ocr, structured-annotations | animation, hand-modeling, human-body-modeling, motion-retargeting, pose-inversion, simulation |
OCR 4.1 Capabilities
SOMA X v0.3.0 Capabilities
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Primary Evidence
Sources and Freshness
Questions
OCR 4.1 vs SOMA X v0.3.0 FAQs
Is OCR 4.1 or SOMA X v0.3.0 better for coding?+
This comparison does not currently contain a protocol-matched coding benchmark for both OCR 4.1 and SOMA X v0.3.0, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.
Which is cheaper, OCR 4.1 or SOMA X v0.3.0?+
Neither model has a directly sourced input price in this comparison. Neither model has a directly sourced output price in this comparison.
Which has a larger context window, OCR 4.1 or SOMA X v0.3.0?+
Neither model has a larger sourced context window in this comparison. OCR 4.1 is — and SOMA X v0.3.0 is —.
Which performs better in benchmarks, OCR 4.1 or SOMA X v0.3.0?+
There is no overall benchmark winner: At least two independently verified, protocol-matched benchmarks are required for an overall winner.
Can OCR 4.1 or SOMA X v0.3.0 be self-hosted?+
SOMA X v0.3.0 is the only model in this pair currently marked as self-hostable. OCR 4.1 is not marked open weight; SOMA X v0.3.0 is open weight.
Can OCR 4.1 and SOMA X v0.3.0 understand images?+
OCR 4.1 is documented with image input; SOMA X v0.3.0 is not documented with image input. This reflects supported input modalities, not vision quality.
Which can generate longer answers, OCR 4.1 or SOMA X v0.3.0?+
Neither has a larger sourced maximum output. OCR 4.1 is — and SOMA X v0.3.0 is —.
Do OCR 4.1 and SOMA X v0.3.0 support reasoning and tool use?+
OCR 4.1: image input. SOMA X v0.3.0: none of these features are definitively sourced. Feature support does not establish relative quality.
Which is available from more inference providers, OCR 4.1 or SOMA X v0.3.0?+
OCR 4.1 has 1 sourced provider route; SOMA X v0.3.0 has 0, so OCR 4.1 has broader tracked availability.
Which offers better value, OCR 4.1 or SOMA X v0.3.0?+
There is no universal value winner. Compare the input and output prices above with the matched benchmark result for your workload: cheaper tokens can be offset by different quality, token usage, latency, or provider availability.