DeepSeek Pro Latest is $1.42 cheaper per 1M input tokens (71% lower; 3.45x difference).
API cost decision in 10 seconds
NewDeepSeek Pro Latest vs Qwen3.8 2.4T A95B
Pick DeepSeek Pro Latest 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 DeepSeek Pro Latest when budget is the priority.
On the standard 1M input plus 500K output workload, DeepSeek Pro Latest is estimated at $1.45 vs $5 for Qwen3.8 2.4T A95B, saving $3.55 (71% lower).
Cost-first pickDeepSeek Pro Latest
Context-first pickBoth models
Sample savings$3.5571%
10x traffic gap$35.51
The reported context window is tied, so cost and provider fit carry more weight. At 10x that traffic, the same price gap is about $35.51. Use the calculator below to replace the sample workload with your own token volume.
Cost sensitivity
Workload Sensitivity
DeepSeek Pro Latest stays cheaper across input-heavy, balanced, and output-heavy sample workloads.
| Workload shape | Token mix | Better pick | DeepSeek Pro Latest | Qwen3.8 2.4T A95B |
|---|---|---|---|---|
| Input-heavy / RAG | 5M input + 500K output | DeepSeek Pro Latest | $3.77 | $13 |
| Balanced workload | 1M input + 1M output | DeepSeek Pro Latest | $2.32 | $8 |
| Output-heavy chatbot | 1M input + 5M output | DeepSeek Pro Latest | $9.27 | $32 |
DeepSeek Pro Latest is $4.26 cheaper per 1M output tokens (71% lower; 3.45x difference).
Both models report the same context window at 1.05M tokens.
DeepSeek Pro Latest is $3.55 cheaper on the standard workload (71% 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
DeepSeek Pro Latest has the lower input price; DeepSeek Pro Latest has the lower output price; both models report the same context window. For the 1M input plus 500K output sample, DeepSeek Pro Latest is cheaper for the standard workload.
For a 1M input token plus 500K output token workload, the estimated API cost is $1.45 for DeepSeek Pro Latest and $5 for Qwen3.8 2.4T A95B.
Choose DeepSeek Pro Latest when you care most about lower input-token price, and lower output-token price.
Choose Qwen3.8 2.4T A95B 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, DeepSeek Pro Latest is estimated at $1.45 vs $5 for Qwen3.8 2.4T A95B, saving $3.55 (71% lower).
- DeepSeek Pro Latest is $3.55 cheaper on the standard workload (71% lower).
- DeepSeek Pro Latest is $1.42 cheaper per 1M input tokens (71% lower; 3.45x difference).
- DeepSeek Pro Latest is $4.26 cheaper per 1M output tokens (71% lower; 3.45x difference).
- Both models report the same context window at 1.05M tokens.
| Feature | NewDeepSeek Pro Latest (DeepSeek) | Qwen3.8 2.4T A95B (Qwen) |
|---|---|---|
| Input Price prompt tokens per 1M | $0.5795 | $2 |
| Completion Price per 1M tokens | $1.7384 | $6 |
| Sample Workload Cost 1M input + 500K output | $1.45 | $5 |
| Context Window | 1.05M | 1.05M |
| Release Date |
Use-Case Decision Matrix
| Use case | Better pick | Why |
|---|---|---|
| Budget-constrained production | DeepSeek Pro Latest | On the standard 1M input plus 500K output workload, DeepSeek Pro Latest is estimated at $1.45 vs $5 for Qwen3.8 2.4T A95B, saving $3.55 (71% lower). |
| High-volume input processing | DeepSeek Pro Latest | Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill. |
| Long responses and chatbots | DeepSeek Pro Latest | 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 Pro Latest when lower sample workload cost matters most: $0.
- DeepSeek V4 Flash Latest can replace DeepSeek Pro Latest when lower sample workload cost matters most: $0.09.
- DeepSeek V4 Flash 0731 can replace DeepSeek Pro Latest when lower sample workload cost matters most: $0.12.
- DeepSeek V4 Flash 0423 can replace DeepSeek Pro Latest when lower sample workload cost matters most: $0.17.
- Grok 4.20 Multi-Agent offers 2M context with $2.5 sample workload cost.
- Grok 4.20 offers 2M context with $2.5 sample workload cost.
- GLM 5.3 Flash offers 1.31M context with $0.4 sample workload cost.
- DeepSeek V4 Flash 0731 offers 1.31M context with $0.12 sample workload cost.
- GPT-5.6 Luna · OpenAI · #1
- Hy4 preview · Tencent · #2
- GLM 5.3 Flash · Z.ai · #3
- DeepSeek V4 Flash 0731 · DeepSeek · #4
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Qwen3.8 2.4T A95B is an open-weight sparse mixture-of-experts model from Qwen and the open-weight variant of [Qwen3.8 Max](/qwen/qwen3.8-max), with 95 billion active parameters out of 2.4 trillion total. It is...