Hy3 preview is $0.61 cheaper per 1M input tokens (90.3% lower; 10.3x difference).
API cost decision in 10 seconds
Hy3 preview vs Qianfan-OCR-Fast
Pick Hy3 preview 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 Hy3 preview when budget and context both matter.
On the standard 1M input plus 500K output workload, Hy3 preview is estimated at $0.2 vs $2.08 for Qianfan-OCR-Fast, saving $1.89 (90.6% lower).
Cost-first pickHy3 preview
Context-first pickHy3 preview
Sample savings$1.8990.6%
10x traffic gap$18.89
Hy3 preview is cheaper on the standard workload and also has the larger context window. At 10x that traffic, the same price gap is about $18.89. Use the calculator below to replace the sample workload with your own token volume.
Cost sensitivity
Workload Sensitivity
Hy3 preview stays cheaper across input-heavy, balanced, and output-heavy sample workloads.
| Workload shape | Token mix | Better pick | Hy3 preview | Qianfan-OCR-Fast |
|---|---|---|---|---|
| Input-heavy / RAG | 5M input + 500K output | Hy3 preview | $0.46 | $4.81 |
| Balanced workload | 1M input + 1M output | Hy3 preview | $0.33 | $3.49 |
| Output-heavy chatbot | 1M input + 5M output | Hy3 preview | $1.37 | $14.73 |
Hy3 preview is $2.55 cheaper per 1M output tokens (90.7% lower; 10.8x difference).
Hy3 preview has 196.61K more context (4x larger).
Hy3 preview is $1.89 cheaper on the standard workload (90.6% 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
Hy3 preview has the lower input price; Hy3 preview has the lower output price; Hy3 preview offers the larger context window. For the 1M input plus 500K output sample, Hy3 preview is cheaper for the standard workload.
For a 1M input token plus 500K output token workload, the estimated API cost is $0.2 for Hy3 preview and $2.08 for Qianfan-OCR-Fast.
Choose Hy3 preview when you care most about lower input-token price, lower output-token price, and larger context window.
Choose Qianfan-OCR-Fast when its provider, model quality, latency, or availability is more important than the numeric price/context winner.
- On the standard 1M input plus 500K output workload, Hy3 preview is estimated at $0.2 vs $2.08 for Qianfan-OCR-Fast, saving $1.89 (90.6% lower).
- Hy3 preview is $1.89 cheaper on the standard workload (90.6% lower).
- Hy3 preview is $0.61 cheaper per 1M input tokens (90.3% lower; 10.3x difference).
- Hy3 preview is $2.55 cheaper per 1M output tokens (90.7% lower; 10.8x difference).
- Hy3 preview has 196.61K more context (4x larger).
| Feature | Hy3 preview (Tencent) | Qianfan-OCR-Fast (Baidu) |
|---|---|---|
| Input Price prompt tokens per 1M | $0.066 | $0.68 |
| Completion Price per 1M tokens | $0.26 | $2.81 |
| Sample Workload Cost 1M input + 500K output | $0.2 | $2.08 |
| Context Window | 262.14K | 65.54K |
| Release Date |
Use-Case Decision Matrix
| Use case | Better pick | Why |
|---|---|---|
| Budget-constrained production | Hy3 preview | On the standard 1M input plus 500K output workload, Hy3 preview is estimated at $0.2 vs $2.08 for Qianfan-OCR-Fast, saving $1.89 (90.6% lower). |
| High-volume input processing | Hy3 preview | Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill. |
| Long responses and chatbots | Hy3 preview | Lower output-token price matters most when assistants generate many completion tokens. |
| RAG or long-document work | Hy3 preview | 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
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Open largest context modelsProvider catalogs
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Open provider hubsTencent catalog
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Open Tencent modelsBaidu catalog
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Open Baidu modelsHy3 preview is a high-efficiency Mixture-of-Experts model from Tencent designed for agentic workflows and production use. It supports configurable reasoning levels across disabled, low, and high modes, allowing it to...
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.