Gemini 3.7 Flash (batch) is $0.2 cheaper per 1M input tokens (35.3% lower; 1.55x difference).
API cost decision in 10 seconds
NewDeepSeek Pro Latest vs Gemini 3.7 Flash (batch)
Pick Gemini 3.7 Flash (batch) when budget is the priority.
Page updated:
Data confirmed:
Prices normalized to USD per 1M tokens
Sample workload: 1M input + 500K output
Budget verdict
Pick Gemini 3.7 Flash (batch) when budget is the priority.
On the standard 1M input plus 500K output workload, Gemini 3.7 Flash (batch) is estimated at $1.31 vs $1.45 for DeepSeek Pro Latest, saving $0.14 (9.4% lower).
Cost-first pickGemini 3.7 Flash (batch)
Context-first pickBoth models
Sample savings$0.149.4%
10x traffic gap$1.36
The reported context window is tied, so cost and provider fit carry more weight. At 10x that traffic, the same price gap is about $1.36. Use the calculator below to replace the sample workload with your own token volume.
Cost sensitivity
Workload Sensitivity
Cost winner changes by workload shape: input-heavy / RAG favors Gemini 3.7 Flash (batch), balanced workload favors Gemini 3.7 Flash (batch), and output-heavy chatbot favors DeepSeek Pro Latest.
| Workload shape | Token mix | Better pick | DeepSeek Pro Latest | Gemini 3.7 Flash (batch) |
|---|---|---|---|---|
| Input-heavy / RAG | 5M input + 500K output | Gemini 3.7 Flash (batch) | $3.77 | $2.81 |
| Balanced workload | 1M input + 1M output | Gemini 3.7 Flash (batch) | $2.32 | $2.25 |
| Output-heavy chatbot | 1M input + 5M output | DeepSeek Pro Latest | $9.27 | $9.75 |
DeepSeek Pro Latest is $0.14 cheaper per 1M output tokens (7.3% lower; 1.08x difference).
Both models report the same context window at 1.05M tokens.
Gemini 3.7 Flash (batch) is $0.14 cheaper on the standard workload (9.4% 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
Gemini 3.7 Flash (batch) 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, Gemini 3.7 Flash (batch) 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 $1.31 for Gemini 3.7 Flash (batch).
Choose DeepSeek Pro Latest when you care most about lower output-token price.
Choose Gemini 3.7 Flash (batch) when you care most about lower input-token price.
- On the standard 1M input plus 500K output workload, Gemini 3.7 Flash (batch) is estimated at $1.31 vs $1.45 for DeepSeek Pro Latest, saving $0.14 (9.4% lower).
- Gemini 3.7 Flash (batch) is $0.14 cheaper on the standard workload (9.4% lower).
- Gemini 3.7 Flash (batch) is $0.2 cheaper per 1M input tokens (35.3% lower; 1.55x difference).
- DeepSeek Pro Latest is $0.14 cheaper per 1M output tokens (7.3% lower; 1.08x difference).
- Both models report the same context window at 1.05M tokens.
| Feature | NewDeepSeek Pro Latest (DeepSeek) | Gemini 3.7 Flash (batch) (Google) |
|---|---|---|
| Input Price prompt tokens per 1M | $0.5795 | $0.375 |
| Completion Price per 1M tokens | $1.7384 | $1.875 |
| Sample Workload Cost 1M input + 500K output | $1.45 | $1.31 |
| Context Window | 1.05M | 1.05M |
| Release Date |
Use-Case Decision Matrix
| Use case | Better pick | Why |
|---|---|---|
| Budget-constrained production | Gemini 3.7 Flash (batch) | On the standard 1M input plus 500K output workload, Gemini 3.7 Flash (batch) is estimated at $1.31 vs $1.45 for DeepSeek Pro Latest, saving $0.14 (9.4% lower). |
| High-volume input processing | Gemini 3.7 Flash (batch) | 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.
- 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.
- GLM Flash Latest offers 1.31M context with $0.2 sample workload cost.
- DeepSeek V4 Flash Latest offers 1.31M context with $0.09 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
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
Compare models within provider hubs before choosing a final API vendor.
Open provider hubsDeepSeek catalog
Review all tracked DeepSeek models before deciding whether this matchup is the right shortlist.
Open DeepSeek modelsGoogle catalog
Check other Google models with comparable pricing, context, or release timing.
Open Google modelsThis model always redirects to the latest model in the DeepSeek Pro family.
Gemini 3.7 Flash is a multimodal model from Google for fast agentic workflows, coding, and complex multi-step reasoning. It is designed for tasks that require responsive performance and reliable multi-step...