Qwen3 Embedding 8B vs OCR 4.1
At a Glance
| Compare |  OCR 4.1Mistral AI | |
|---|---|---|
| Pricing and Limits | ||
| Input priceFrom · USD / 1M tokens | $0.010Deepinfra ↗ · Sep 23, 2026 | Not reported |
| Context windowMaximum documented tokens | 33K | Not reported |
| Model facts checked | Sep 3, 2026View model evidence → | Aug 29, 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 | Qwen3 Embedding 8B | OCR 4.1 |
|---|---|---|
| Developer | Qwen | Mistral AI |
| Family | Qwen3 Embedding | Mistral OCR |
| Model | Qwen3 Embedding 8B | OCR 4.1 |
| Version | Qwen3 Embedding 8B | OCR 4.1 |
| Lifecycle | active | active |
| Released | 2025-06-03 | 2026-07-16 |
| Knowledge cutoff | Unknown | Unknown |
| Input modalities | Text | Image, Document |
| Output modalities | Embedding | Text |
| Context window | 33K | Unknown |
| Total parameters | 8B | Unknown |
| Active parameters | Unknown | Unknown |
| License | apache-2.0 | Unknown |
| Open weights | Yes | No |
| API available | Yes | Yes |
| Self-hostable | Yes | No |
| Provider access | Deepinfra (Standard), Fireworks Ai (Standard) | Mistral AI (Standard) |
| Capabilities | embeddings, multilingual, retrieval | bounding-box-extraction, document-ai, ocr, structured-annotations |
Qwen3 Embedding 8B Capabilities
OCR 4.1 Capabilities
Related Comparisons
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|---|---|---|---|
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| vs | Claude Fable 5.1Anthropic | cross-developer peers | |
| vs |  Gemini 3.1 ProGoogle DeepMind | cross-developer peers | |
| vs |  DeepSeek-V4.1-FlashDeepSeek | cross-developer peers | |
| vs | Grok 4.6xAI | cross-developer peers | |
| vs |  Qwen3.8-MaxQwen | family variants | |
| vs |  Kimi-K3Moonshot AI | cross-developer peersembedding | |
 MiniMax-M3MiniMax | vs | cross-developer peers | |
| vs |  GLM-5.3Z.ai | cross-developer peers | |
| vs |  Hy4 previewTencent | cross-developer peers | |
| vs | Seed 2.1 ProByteDance Seed | cross-developer peers | |
| vs | Mistral Large 3Mistral AI | cross-developer peers |
Primary Evidence
Sources and Freshness
Questions
Qwen3 Embedding 8B vs OCR 4.1 FAQs
Is Qwen3 Embedding 8B or OCR 4.1 better for coding?+
This comparison does not currently contain a protocol-matched coding benchmark for both Qwen3 Embedding 8B and OCR 4.1, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.
Which is cheaper, Qwen3 Embedding 8B or OCR 4.1?+
Only Qwen3 Embedding 8B has a directly sourced input price: $0.010 per million tokens. Neither model has a directly sourced output price in this comparison.
Which has a larger context window, Qwen3 Embedding 8B or OCR 4.1?+
Neither model has a larger sourced context window in this comparison. Qwen3 Embedding 8B is 33K and OCR 4.1 is —.
Which performs better in benchmarks, Qwen3 Embedding 8B or OCR 4.1?+
There is no overall benchmark winner: At least two independently verified, protocol-matched benchmarks are required for an overall winner.
Can Qwen3 Embedding 8B or OCR 4.1 be self-hosted?+
Qwen3 Embedding 8B is the only model in this pair currently marked as self-hostable. Qwen3 Embedding 8B is open weight; OCR 4.1 is not marked open weight.
Can Qwen3 Embedding 8B and OCR 4.1 understand images?+
Qwen3 Embedding 8B is not documented with image input; OCR 4.1 is documented with image input. This reflects supported input modalities, not vision quality.
Which can generate longer answers, Qwen3 Embedding 8B or OCR 4.1?+
Neither has a larger sourced maximum output. Qwen3 Embedding 8B is — and OCR 4.1 is —.
Do Qwen3 Embedding 8B and OCR 4.1 support reasoning and tool use?+
Qwen3 Embedding 8B: none of these features are definitively sourced. OCR 4.1: image input. Feature support does not establish relative quality.
Which is available from more inference providers, Qwen3 Embedding 8B or OCR 4.1?+
Qwen3 Embedding 8B has 2 sourced provider routes; OCR 4.1 has 1, so Qwen3 Embedding 8B has broader tracked availability.
Which offers better value, Qwen3 Embedding 8B or OCR 4.1?+
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.