Qianfan-OCR-Fast is $0.82 cheaper per 1M input tokens (54.7% lower; 2.21x difference).
API cost decision in 10 seconds
NewGemini 3.5 Flash vs Qianfan-OCR-Fast
Pick Qianfan-OCR-Fast for lower cost; pick Gemini 3.5 Flash 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 Gemini 3.5 Flash 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 $6 for Gemini 3.5 Flash, saving $3.92 (65.2% lower).
Cost-first pickQianfan-OCR-Fast
Context-first pickGemini 3.5 Flash
Sample savings$3.9265.2%
10x traffic gap$39.15
Gemini 3.5 Flash has more context, but Qianfan-OCR-Fast saves $3.92 on the standard workload. At 10x that traffic, the same price gap is about $39.15. 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 | Gemini 3.5 Flash | Qianfan-OCR-Fast |
|---|---|---|---|---|
| Input-heavy / RAG | 5M input + 500K output | Qianfan-OCR-Fast | $12 | $4.81 |
| Balanced workload | 1M input + 1M output | Qianfan-OCR-Fast | $10.5 | $3.49 |
| Output-heavy chatbot | 1M input + 5M output | Qianfan-OCR-Fast | $46.5 | $14.73 |
Qianfan-OCR-Fast is $6.19 cheaper per 1M output tokens (68.8% lower; 3.2x difference).
Gemini 3.5 Flash has 983.04K more context (16x larger).
Qianfan-OCR-Fast is $3.92 cheaper on the standard workload (65.2% 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; Gemini 3.5 Flash 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 $6 for Gemini 3.5 Flash and $2.08 for Qianfan-OCR-Fast.
Choose Gemini 3.5 Flash 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 $6 for Gemini 3.5 Flash, saving $3.92 (65.2% lower).
- Qianfan-OCR-Fast is $3.92 cheaper on the standard workload (65.2% lower).
- Qianfan-OCR-Fast is $0.82 cheaper per 1M input tokens (54.7% lower; 2.21x difference).
- Qianfan-OCR-Fast is $6.19 cheaper per 1M output tokens (68.8% lower; 3.2x difference).
- Gemini 3.5 Flash has 983.04K more context (16x larger).
| Feature | NewGemini 3.5 Flash (Google) | Qianfan-OCR-Fast (Baidu) |
|---|---|---|
| Input Price prompt tokens per 1M | $1.5 | $0.68 |
| Completion Price per 1M tokens | $9 | $2.81 |
| Sample Workload Cost 1M input + 500K output | $6 | $2.08 |
| Context Window | 1.05M | 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 $6 for Gemini 3.5 Flash, saving $3.92 (65.2% 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 | Gemini 3.5 Flash | A larger context window leaves more room for retrieved passages, conversation history, or source files. |
Related Alternatives
- Gemma 4 26B A4B (free) can replace Gemini 3.5 Flash when lower sample workload cost matters most: $0.
- Gemma 4 31B (free) can replace Gemini 3.5 Flash when lower sample workload cost matters most: $0.
- Lyria 3 Pro Preview can replace Gemini 3.5 Flash when lower sample workload cost matters most: $0.
- Lyria 3 Clip Preview can replace Gemini 3.5 Flash when lower sample workload cost matters most: $0.
- Llama 4 Scout offers 10M context with $0.23 sample workload cost.
- Grok 4.20 Multi-Agent offers 2M context with $5 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.
- 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
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Open largest context modelsProvider catalogs
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Open provider hubsGoogle catalog
Review all tracked Google models before deciding whether this matchup is the right shortlist.
Open Google modelsBaidu catalog
Check other Baidu models with comparable pricing, context, or release timing.
Open Baidu modelsGemini 3.5 Flash is Google's high-efficiency multimodal model, bringing near-Pro level coding and reasoning at Flash-tier cost and speed. It is highly optimized for coding proficiency and parallel agentic execution...
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.