Side-by-side technical and economic comparison between Anthropic's Claude Haiku 4.5 and DeepSeek's DeepSeek-V4.1-Flash.
| Metric | Claude Haiku 4.5 | DeepSeek-V4.1-Flash | Advantage |
|---|---|---|---|
| Provider Organization | Anthropic | DeepSeek | — |
| Standard Input / 1M | $1.00 | $0.30 | DeepSeek-V4.1-Flash (70% lower) |
| Cached Input / 1M | $0.10 | $0.006 | DeepSeek-V4.1-Flash lower |
| Output / 1M | $5.00 | $1.20 | DeepSeek-V4.1-Flash lower |
| Context Window | 200k | 1.05M | DeepSeek-V4.1-Flash (1.05M) |
| Max Generation Tokens | 8.2k | 384k | DeepSeek-V4.1-Flash |
| Tokenizer Family | Anthropic Claude BPE (~65k vocabulary) | DeepSeek Byte-Level BPE (100k vocabulary) | — |
| Workload (per month) | Claude Haiku 4.5 | DeepSeek-V4.1-Flash |
|---|---|---|
| Chatbot10k requests · 500 in / 200 out | $15.00 | $3.90 |
| RAG app100k requests · 8,000 in / 1,200 out | $1,400.00 | $384.00 |
| Coding agent100k requests · 12,000 in / 2,000 out | $2,200.00 | $600.00 |
Standard rates, no caching or batch discounts. Model your own numbers below.
Opt for Claude Haiku 4.5 when your engineering requirements prioritize Anthropic's ecosystem, specific tokenizer efficiencies (Calibrated Claude Tokenizer (±3%)), or when your expected prompt-to-completion ratios favor its $1/M input rate.
Opt for DeepSeek-V4.1-Flash when looking for DeepSeek's tooling integration, specific context window depth (1.05M tokens), or when output generation volume favors its $1.2/M rate.
At a typical 3:1 input-to-output token mix, DeepSeek-V4.1-Flash is about 74% cheaper than Claude Haiku 4.5. Claude Haiku 4.5 costs $1 per 1M input and $5 per 1M output tokens; DeepSeek-V4.1-Flash costs $0.3 and $1.2.
DeepSeek-V4.1-Flash has the larger context window: 1.05M tokens vs 200k.
Claude Haiku 4.5: yes, cached input costs $0.1/1M. DeepSeek-V4.1-Flash: yes, cached input costs $0.006/1M.