Ministral 3 14B 2512 is $0.48 cheaper per 1M input tokens (70.6% lower; 3.4x difference).
API cost decision in 10 seconds
Qianfan-OCR-Fast vs Ministral 3 14B 2512
Pick Ministral 3 14B 2512 when budget and context both matter.
Pricing data updated:
Prices normalized to USD per 1M tokens
Sample workload: 1M input + 500K output
Budget verdict
Pick Ministral 3 14B 2512 when budget and context both matter.
On the standard 1M input plus 500K output workload, Ministral 3 14B 2512 is estimated at $0.3 vs $2.08 for Qianfan-OCR-Fast, saving $1.78 (85.6% lower).
Cost-first pickMinistral 3 14B 2512
Context-first pickMinistral 3 14B 2512
Sample savings$1.7885.6%
10x traffic gap$17.85
Ministral 3 14B 2512 is cheaper on the standard workload and also has the larger context window. At 10x that traffic, the same price gap is about $17.85. Use the calculator below to replace the sample workload with your own token volume.
Cost sensitivity
Workload Sensitivity
Ministral 3 14B 2512 stays cheaper across input-heavy, balanced, and output-heavy sample workloads.
| Workload shape | Token mix | Better pick | Qianfan-OCR-Fast | Ministral 3 14B 2512 |
|---|---|---|---|---|
| Input-heavy / RAG | 5M input + 500K output | Ministral 3 14B 2512 | $4.81 | $1.1 |
| Balanced workload | 1M input + 1M output | Ministral 3 14B 2512 | $3.49 | $0.4 |
| Output-heavy chatbot | 1M input + 5M output | Ministral 3 14B 2512 | $14.73 | $1.2 |
Ministral 3 14B 2512 is $2.61 cheaper per 1M output tokens (92.9% lower; 14x difference).
Ministral 3 14B 2512 has 196.61K more context (4x larger).
Ministral 3 14B 2512 is $1.78 cheaper on the standard workload (85.6% lower).
Estimate your workload cost
Your Workload Cost
This estimate uses normalized public API pricing per 1M tokens. It is a planning aid, not a billing quote. Verify provider pricing, limits, and terms before production use.
Quick Decision
Ministral 3 14B 2512 has the lower input price; Ministral 3 14B 2512 has the lower output price; Ministral 3 14B 2512 offers the larger context window. For the 1M input plus 500K output sample, Ministral 3 14B 2512 is cheaper for the standard workload.
For a 1M input token plus 500K output token workload, the estimated API cost is $2.08 for Qianfan-OCR-Fast and $0.3 for Ministral 3 14B 2512.
Choose Qianfan-OCR-Fast when its provider, model quality, latency, or availability is more important than the numeric price/context winner.
Choose Ministral 3 14B 2512 when you care most about lower input-token price, lower output-token price, and larger context window.
- On the standard 1M input plus 500K output workload, Ministral 3 14B 2512 is estimated at $0.3 vs $2.08 for Qianfan-OCR-Fast, saving $1.78 (85.6% lower).
- Ministral 3 14B 2512 is $1.78 cheaper on the standard workload (85.6% lower).
- Ministral 3 14B 2512 is $0.48 cheaper per 1M input tokens (70.6% lower; 3.4x difference).
- Ministral 3 14B 2512 is $2.61 cheaper per 1M output tokens (92.9% lower; 14x difference).
- Ministral 3 14B 2512 has 196.61K more context (4x larger).
| Feature | Qianfan-OCR-Fast (Baidu) | Ministral 3 14B 2512 (Mistral) |
|---|---|---|
| Input Price prompt tokens per 1M | $0.68 | $0.2 |
| Completion Price per 1M tokens | $2.81 | $0.2 |
| Sample Workload Cost 1M input + 500K output | $2.08 | $0.3 |
| Context Window | 65.54K | 262.14K |
| Release Date |
Use-Case Decision Matrix
| Use case | Better pick | Why |
|---|---|---|
| Budget-constrained production | Ministral 3 14B 2512 | On the standard 1M input plus 500K output workload, Ministral 3 14B 2512 is estimated at $0.3 vs $2.08 for Qianfan-OCR-Fast, saving $1.78 (85.6% lower). |
| High-volume input processing | Ministral 3 14B 2512 | Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill. |
| Long responses and chatbots | Ministral 3 14B 2512 | Lower output-token price matters most when assistants generate many completion tokens. |
| RAG or long-document work | Ministral 3 14B 2512 | A larger context window leaves more room for retrieved passages, conversation history, or source files. |
Related Alternatives
- ERNIE 4.5 21B A3B Thinking can replace Qianfan-OCR-Fast when lower sample workload cost matters most: $0.21.
- ERNIE 4.5 21B A3B can replace Qianfan-OCR-Fast when lower sample workload cost matters most: $0.21.
- ERNIE 4.5 VL 28B A3B can replace Qianfan-OCR-Fast when lower sample workload cost matters most: $0.42.
- ERNIE 4.5 300B A47B can replace Qianfan-OCR-Fast when lower sample workload cost matters most: $0.83.
- Llama 4 Scout offers 10M context with $0.23 sample workload cost.
- Grok 4.20 offers 2M context with $2.5 sample workload cost.
- Owl Alpha offers 1.05M context with $0 sample workload cost.
- Gemini 3.1 Flash Lite offers 1.05M context with $1 sample workload cost.
- No popular competitor is currently available.
Cheaper alternatives
Review low-cost models sorted by a standard 1M input plus 500K output workload.
Open cheapest modelsLarger context alternatives
Find models with larger context windows for RAG, long documents, and codebase review.
Open largest context modelsProvider catalogs
Compare models within provider hubs before choosing a final API vendor.
Open provider hubsBaidu catalog
Review all tracked Baidu models before deciding whether this matchup is the right shortlist.
Open Baidu modelsMistral catalog
Check other Mistral models with comparable pricing, context, or release timing.
Open Mistral modelsQianfan-OCR-Fast is a domain-specific multimodal large model purpose-built for OCR. By leveraging specialized OCR training data while preserving versatile multimodal intelligence, it provides a powerful performance upgrade over Qianfan-OCR.
The largest model in the Ministral 3 family, Ministral 3 14B offers frontier capabilities and performance comparable to its larger Mistral Small 3.2 24B counterpart. A powerful and efficient language...