DeepSeek V4 Flash vs Gemini 2.5 Flash-Lite: API Cost Comparison
Compare the API pricing, context windows, features, and real-world cost projections for DeepSeek V4 Flash (DeepSeek) and Gemini 2.5 Flash-Lite (Google). Use the interactive calculator below to compute your exact monthly cost based on your token usage and request volume.
Prices verified Apr 30, 2026
Interactive Cost Calculator
Fills in typical token counts for a workload type
Tokens in each prompt sent to the model
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Showing costs for 2 models. Cheapest: DeepSeek V4 Flash at $2.80/month.
| Alert | |||||||
|---|---|---|---|---|---|---|---|
BestDeepSeek V4 Flash | DeepSeek | $2.80 | $0.000280 | $1.40 | $1.40 | 6.7% | Alerts coming soon |
Gemini 2.5 Flash-Lite | $3.00 | $0.000300 | $1.00 | $2.00 | — | Alerts coming soon |
Monthly Cost Comparison
Price Comparison at a Glance
All prices are in USD per 1 million tokens ($/M tokens). Lower is cheaper.
| Pricing Type | DeepSeek V4 Flash | Gemini 2.5 Flash-Lite | Cheaper |
|---|---|---|---|
| Input (standard) | $0.14/M | $0.10/M | Gemini 2.5 Flash-Lite |
| Output | $0.28/M | $0.40/M | DeepSeek V4 Flash |
| Cached input | N/A | $0.01/M | — |
| Batch input | N/A | $0.05/M | — |
| Batch output | N/A | $0.20/M | — |
Prices last verified: 2026-03-24 – 2026-04-30
Cost Breakdown by Usage Volume
Estimated monthly costs at different request volumes, assuming 1,000 input tokens and 500 output tokens per request. Adjust in the calculator above for your specific use case.
| Volume | DeepSeek V4 FlashMonthly | Gemini 2.5 Flash-LiteMonthly | DeepSeek V4 FlashPer request | Gemini 2.5 Flash-LitePer request |
|---|---|---|---|---|
| 1K requests/mo | $0.28 | $0.30 | $0.000280 | $0.000300 |
| 10K requests/mo | $2.80 | $3.00 | $0.000280 | $0.000300 |
| 100K requests/mo | $28.00 | $30.00 | $0.000280 | $0.000300 |
| 1M requests/mo | $280.00 | $300.00 | $0.000280 | $0.000300 |
Green values indicate the lower-cost option at each volume tier. Cost per request is calculated at 1,000 input + 500 output tokens using standard (non-batch, non-cached) pricing.
Price History
Input price per 1M tokensWhen to Choose DeepSeek V4 Flash
by DeepSeek
- General chatbot
Input / 1M tokens
$0.14/M
Output / 1M tokens
$0.28/M
Context window
1,048,576
Tier
budget
When to Choose Gemini 2.5 Flash-Lite
by Google
- Text classification
- Data extraction
Input / 1M tokens
$0.10/M
Output / 1M tokens
$0.40/M
Context window
1,048,576
Tier
budget
Key Differences Beyond Price
Cost is only one factor in choosing an AI model. Context window size, rate limits, supported features, and latency all affect whether a model fits your use case.
| Capability | DeepSeek V4 Flash | Gemini 2.5 Flash-Lite |
|---|---|---|
| Context window | 1,048,576 tokens | 1,048,576 tokens |
| Max output tokens | 384,000 tokens | 8,192 tokens |
| Performance tier | Budget | Budget |
| Vision / image input | No | Yes |
| Function calling | Yes | Yes |
| JSON mode | Yes | Yes |
| Prompt caching | No | Yes |
| Batch API (50% discount) | No | Yes |
| Extended reasoning | Yes | No |
| Fine-tuning | No | No |
| Rate limit (req/min) | Not published | 4,000 |
Gemini 2.5 Flash-Lite notes
Cheapest Gemini 2.5 model. 1M context at budget pricing.
Frequently Asked Questions
Is DeepSeek V4 Flash cheaper than Gemini 2.5 Flash-Lite?
At standard usage (1,000 input tokens, 500 output tokens, 100,000 requests/month), DeepSeek V4 Flash costs $28.00/month versus $30.00/month for Gemini 2.5 Flash-Lite — a 7% saving. Your actual savings will vary based on your token profile; output-heavy workloads amplify differences in output pricing.
Which model has a larger context window, DeepSeek V4 Flash or Gemini 2.5 Flash-Lite?
Both DeepSeek V4 Flash and Gemini 2.5 Flash-Lite have the same context window: 1,048,576 tokens.
Do DeepSeek V4 Flash and Gemini 2.5 Flash-Lite support the Batch API?
Gemini 2.5 Flash-Lite supports the Batch API (50% discount for async processing), while DeepSeek V4 Flash does not. If your workload tolerates up to 24-hour latency, routing to Gemini 2.5 Flash-Lite with batch pricing could significantly cut costs versus DeepSeek V4 Flash's standard rate.
Which model offers better prompt caching?
Gemini 2.5 Flash-Lite supports prompt caching at $0.01/M for cached input, while DeepSeek V4 Flash does not offer prompt caching. For RAG applications or chatbots with large, repeated context, Gemini 2.5 Flash-Lite's caching capability can substantially reduce effective costs.
What are the best use cases for DeepSeek V4 Flash vs Gemini 2.5 Flash-Lite?
DeepSeek V4 Flash is best suited for General chatbot, while Gemini 2.5 Flash-Lite is optimized for Text classification, Data extraction. Choose based on which use case matches your primary workload — and validate with the cost calculator above to confirm the total monthly spend fits your budget.
What is the cost per request for DeepSeek V4 Flash vs Gemini 2.5 Flash-Lite?
At 1,000 input tokens and 500 output tokens per request — a typical conversational workload — DeepSeek V4 Flash costs $0.000280 per request and Gemini 2.5 Flash-Lite costs $0.000300 per request. At 100,000 requests/month, that translates to $28.00 and $30.00 respectively. Use the interactive calculator to adjust these parameters for your actual workload.
DeepSeek V4 Flash vs Gemini 2.5 Flash-Lite: Summary
When comparing DeepSeek V4 Flash and Gemini 2.5 Flash-Lite for API cost, the right choice depends on your workload's token profile, required features, and tolerance for latency. DeepSeek V4 Flash offers lower total cost at standard usage volumes (1,000 input + 500 output tokens per request at 100,000 requests/month) at $28.00/month, compared to $30.00/month for Gemini 2.5 Flash-Lite.
Both models are priced in USD per million tokens, the standard unit across all major AI API providers. DeepSeek V4 Flash charges $0.14/M for input tokens and $0.28/M for output tokens. Gemini 2.5 Flash-Lite charges $0.10/M input and $0.40/M output. If your workload is output-heavy (more tokens generated than consumed as input), the model with the lower output price compounds cost savings significantly at scale.
Prompt caching is supported by Gemini 2.5 Flash-Lite but not DeepSeek V4 Flash. For workloads with large, repeated system prompts or document context — such as RAG pipelines or multi-turn conversations with a fixed knowledge base — prompt caching can reduce effective input costs by 60–90%, which may change the cost ranking between these two models at your specific usage pattern.
Context window capacity differs between the two: Both models support 1,048,576 tokens per request. A larger context window is essential for document summarization, large codebase analysis, and multi-document retrieval-augmented generation (RAG) applications.
Use the interactive calculator at the top of this page to enter your actual token usage and monthly request volume for a precise cost comparison tailored to your workload. Adjust for batch API discounts and prompt caching to find the most cost-effective option for your specific deployment.
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Relevant Use Cases
See cost recommendations for workloads where DeepSeek V4 Flash or Gemini 2.5 Flash-Lite is recommended.