Qianfan-OCR-Fast is $0.32 cheaper per 1M input tokens (32% lower; 1.47x difference).
API cost decision in 10 seconds
NewAnthropic Claude Haiku Latest vs Qianfan-OCR-Fast
Pick Qianfan-OCR-Fast for lower cost; pick Anthropic Claude Haiku 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 Anthropic Claude Haiku 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 $3.5 for Anthropic Claude Haiku Latest, saving $1.42 (40.4% lower).
Cost-first pickQianfan-OCR-Fast
Context-first pickAnthropic Claude Haiku Latest
Sample savings$1.4240.4%
10x traffic gap$14.15
Anthropic Claude Haiku Latest has more context, but Qianfan-OCR-Fast saves $1.42 on the standard workload. At 10x that traffic, the same price gap is about $14.15. 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 | Anthropic Claude Haiku Latest | Qianfan-OCR-Fast |
|---|---|---|---|---|
| Input-heavy / RAG | 5M input + 500K output | Qianfan-OCR-Fast | $7.5 | $4.81 |
| Balanced workload | 1M input + 1M output | Qianfan-OCR-Fast | $6 | $3.49 |
| Output-heavy chatbot | 1M input + 5M output | Qianfan-OCR-Fast | $26 | $14.73 |
Qianfan-OCR-Fast is $2.19 cheaper per 1M output tokens (43.8% lower; 1.78x difference).
Anthropic Claude Haiku Latest has 134.46K more context (3.05x larger).
Qianfan-OCR-Fast is $1.42 cheaper on the standard workload (40.4% 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; Anthropic Claude Haiku 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 $3.5 for Anthropic Claude Haiku Latest and $2.08 for Qianfan-OCR-Fast.
Choose Anthropic Claude Haiku 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 $3.5 for Anthropic Claude Haiku Latest, saving $1.42 (40.4% lower).
- Qianfan-OCR-Fast is $1.42 cheaper on the standard workload (40.4% lower).
- Qianfan-OCR-Fast is $0.32 cheaper per 1M input tokens (32% lower; 1.47x difference).
- Qianfan-OCR-Fast is $2.19 cheaper per 1M output tokens (43.8% lower; 1.78x difference).
- Anthropic Claude Haiku Latest has 134.46K more context (3.05x larger).
| Feature | NewAnthropic Claude Haiku Latest (Anthropic) | Qianfan-OCR-Fast (Baidu) |
|---|---|---|
| Input Price prompt tokens per 1M | $1 | $0.68 |
| Completion Price per 1M tokens | $5 | $2.81 |
| Sample Workload Cost 1M input + 500K output | $3.5 | $2.08 |
| Context Window | 200K | 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 $3.5 for Anthropic Claude Haiku Latest, saving $1.42 (40.4% 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 | Anthropic Claude Haiku Latest | A larger context window leaves more room for retrieved passages, conversation history, or source files. |
Related Alternatives
- Claude 3 Haiku can replace Anthropic Claude Haiku Latest when lower sample workload cost matters most: $0.88.
- Claude 3.5 Haiku can replace Anthropic Claude Haiku Latest when lower sample workload cost matters most: $2.8.
- 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.
- 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
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Open provider hubsAnthropic catalog
Review all tracked Anthropic models before deciding whether this matchup is the right shortlist.
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Open Baidu modelsThis model always redirects to the latest model in the Anthropic Claude Haiku family.
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.