Qianfan-OCR-Fast is $0.07 cheaper per 1M input tokens (9.3% lower; 1.1x difference).
API cost decision in 10 seconds
NewOpenAI GPT Mini Latest vs Qianfan-OCR-Fast
Pick Qianfan-OCR-Fast for lower cost; pick OpenAI GPT Mini Latest only if the larger context window matters more.
Pricing data updated:
Prices normalized to USD per 1M tokens
Sample workload: 1M input + 500K output
Budget verdict
Pick Qianfan-OCR-Fast for lower cost; pick OpenAI GPT Mini Latest only if the larger context window matters more.
On the standard 1M input plus 500K output workload, Qianfan-OCR-Fast is estimated at $2.08 vs $3 for OpenAI GPT Mini Latest, saving $0.92 (30.5% lower).
Cost-first pickQianfan-OCR-Fast
Context-first pickOpenAI GPT Mini Latest
Sample savings$0.9230.5%
10x traffic gap$9.15
OpenAI GPT Mini Latest has more context, but Qianfan-OCR-Fast saves $0.92 on the standard workload. At 10x that traffic, the same price gap is about $9.15. Use the calculator below to replace the sample workload with your own token volume.
Cost sensitivity
Workload Sensitivity
Qianfan-OCR-Fast stays cheaper across input-heavy, balanced, and output-heavy sample workloads.
| Workload shape | Token mix | Better pick | OpenAI GPT Mini Latest | Qianfan-OCR-Fast |
|---|---|---|---|---|
| Input-heavy / RAG | 5M input + 500K output | Qianfan-OCR-Fast | $6 | $4.81 |
| Balanced workload | 1M input + 1M output | Qianfan-OCR-Fast | $5.25 | $3.49 |
| Output-heavy chatbot | 1M input + 5M output | Qianfan-OCR-Fast | $23.25 | $14.73 |
Qianfan-OCR-Fast is $1.69 cheaper per 1M output tokens (37.6% lower; 1.6x difference).
OpenAI GPT Mini Latest has 334.46K more context (6.1x larger).
Qianfan-OCR-Fast is $0.92 cheaper on the standard workload (30.5% 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
Qianfan-OCR-Fast has the lower input price; Qianfan-OCR-Fast has the lower output price; OpenAI GPT Mini Latest offers the larger context window. For the 1M input plus 500K output sample, Qianfan-OCR-Fast is cheaper for the standard workload.
For a 1M input token plus 500K output token workload, the estimated API cost is $3 for OpenAI GPT Mini Latest and $2.08 for Qianfan-OCR-Fast.
Choose OpenAI GPT Mini Latest when you care most about larger context window.
Choose Qianfan-OCR-Fast when you care most about lower input-token price, and lower output-token price.
- On the standard 1M input plus 500K output workload, Qianfan-OCR-Fast is estimated at $2.08 vs $3 for OpenAI GPT Mini Latest, saving $0.92 (30.5% lower).
- Qianfan-OCR-Fast is $0.92 cheaper on the standard workload (30.5% lower).
- Qianfan-OCR-Fast is $0.07 cheaper per 1M input tokens (9.3% lower; 1.1x difference).
- Qianfan-OCR-Fast is $1.69 cheaper per 1M output tokens (37.6% lower; 1.6x difference).
- OpenAI GPT Mini Latest has 334.46K more context (6.1x larger).
| Feature | NewOpenAI GPT Mini Latest (OpenAI) | Qianfan-OCR-Fast (Baidu) |
|---|---|---|
| Input Price prompt tokens per 1M | $0.75 | $0.68 |
| Completion Price per 1M tokens | $4.5 | $2.81 |
| Sample Workload Cost 1M input + 500K output | $3 | $2.08 |
| Context Window | 400K | 65.54K |
| Release Date |
Use-Case Decision Matrix
| Use case | Better pick | Why |
|---|---|---|
| Budget-constrained production | Qianfan-OCR-Fast | On the standard 1M input plus 500K output workload, Qianfan-OCR-Fast is estimated at $2.08 vs $3 for OpenAI GPT Mini Latest, saving $0.92 (30.5% lower). |
| High-volume input processing | Qianfan-OCR-Fast | Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill. |
| Long responses and chatbots | Qianfan-OCR-Fast | Lower output-token price matters most when assistants generate many completion tokens. |
| RAG or long-document work | OpenAI GPT Mini Latest | A larger context window leaves more room for retrieved passages, conversation history, or source files. |
Related Alternatives
- gpt-oss-120b (free) can replace OpenAI GPT Mini Latest when lower sample workload cost matters most: $0.
- gpt-oss-20b (free) can replace OpenAI GPT Mini Latest when lower sample workload cost matters most: $0.
- gpt-oss-20b can replace OpenAI GPT Mini Latest when lower sample workload cost matters most: $0.1.
- gpt-oss-120b can replace OpenAI GPT Mini Latest when lower sample workload cost matters most: $0.13.
- 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.
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Qianfan-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.