Ox Alpha is free for input tokens while DeepSeek V4 Flash Vision Exp costs $0.22 per 1M tokens.
API cost decision in 10 seconds
NewDeepSeek V4 Flash Vision Exp vs NewOx Alpha
Pick Ox Alpha when budget is the priority.
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Data confirmed:
Prices normalized to USD per 1M tokens
Sample workload: 1M input + 500K output
Budget verdict
Pick Ox Alpha when budget is the priority.
On the standard 1M input plus 500K output workload, Ox Alpha is estimated at $0 vs $0.55 for DeepSeek V4 Flash Vision Exp, saving $0.55 (100% lower).
Cost-first pickOx Alpha
Context-first pickBoth models
Sample savings$0.55100%
10x traffic gap$5.5
The reported context window is tied, so cost and provider fit carry more weight. At 10x that traffic, the same price gap is about $5.5. Use the calculator below to replace the sample workload with your own token volume.
Cost sensitivity
Workload Sensitivity
Ox Alpha stays cheaper across input-heavy, balanced, and output-heavy sample workloads.
| Workload shape | Token mix | Better pick | DeepSeek V4 Flash Vision Exp | Ox Alpha |
|---|---|---|---|---|
| Input-heavy / RAG | 5M input + 500K output | Ox Alpha | $1.43 | $0 |
| Balanced workload | 1M input + 1M output | Ox Alpha | $0.88 | $0 |
| Output-heavy chatbot | 1M input + 5M output | Ox Alpha | $3.52 | $0 |
Ox Alpha is free for output tokens while DeepSeek V4 Flash Vision Exp costs $0.66 per 1M tokens.
Both models report the same context window at 1.05M tokens.
Ox Alpha is free for the standard workload while the other model is estimated at $0.55.
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
Ox Alpha has the lower input price; Ox Alpha has the lower output price; both models report the same context window. For the 1M input plus 500K output sample, Ox Alpha is cheaper for the standard workload.
For a 1M input token plus 500K output token workload, the estimated API cost is $0.55 for DeepSeek V4 Flash Vision Exp and $0 for Ox Alpha.
Choose DeepSeek V4 Flash Vision Exp when its provider, model quality, latency, or availability is more important than the numeric price/context winner.
Choose Ox Alpha when you care most about lower input-token price, and lower output-token price.
- On the standard 1M input plus 500K output workload, Ox Alpha is estimated at $0 vs $0.55 for DeepSeek V4 Flash Vision Exp, saving $0.55 (100% lower).
- Ox Alpha is free for the standard workload while the other model is estimated at $0.55.
- Ox Alpha is free for input tokens while DeepSeek V4 Flash Vision Exp costs $0.22 per 1M tokens.
- Ox Alpha is free for output tokens while DeepSeek V4 Flash Vision Exp costs $0.66 per 1M tokens.
- Both models report the same context window at 1.05M tokens.
| Feature | NewDeepSeek V4 Flash Vision Exp (DeepSeek) | NewOx Alpha (stealth) |
|---|---|---|
| Input Price prompt tokens per 1M | $0.22 | $0 |
| Completion Price per 1M tokens | $0.66 | $0 |
| Sample Workload Cost 1M input + 500K output | $0.55 | $0 |
| Context Window | 1.05M | 1.05M |
| Release Date |
Use-Case Decision Matrix
| Use case | Better pick | Why |
|---|---|---|
| Budget-constrained production | Ox Alpha | On the standard 1M input plus 500K output workload, Ox Alpha is estimated at $0 vs $0.55 for DeepSeek V4 Flash Vision Exp, saving $0.55 (100% lower). |
| High-volume input processing | Ox Alpha | Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill. |
| Long responses and chatbots | Ox Alpha | Lower output-token price matters most when assistants generate many completion tokens. |
| RAG or long-document work | Tie | A larger context window leaves more room for retrieved passages, conversation history, or source files. |
Related Alternatives
- DeepSeek V4 Flash (free) can replace DeepSeek V4 Flash Vision Exp when lower sample workload cost matters most: $0.
- DeepSeek V4 Flash 0731 can replace DeepSeek V4 Flash Vision Exp when lower sample workload cost matters most: $0.12.
- DeepSeek V4 Flash 0423 can replace DeepSeek V4 Flash Vision Exp when lower sample workload cost matters most: $0.16.
- R1 Distill Qwen 32B can replace DeepSeek V4 Flash Vision Exp when lower sample workload cost matters most: $0.43.
- DeepSeek V4 Flash 0731 offers 1.31M context with $0.12 sample workload cost.
- DeepSeek V4 Flash Latest offers 1.31M context with $0.07 sample workload cost.
- Llama 4 Scout offers 1.31M context with $0.28 sample workload cost.
- MiMo-V2.5 offers 1.05M context with $0.28 sample workload cost.
- DeepSeek V4 Flash 0731 · DeepSeek · #1
- MiMo-V2.5 · Xiaomi · #2
- Hy3 · Tencent · #3
- DeepSeek V4 Flash 0423 · DeepSeek · #4
Cheaper alternatives
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