API cost decision in 10 seconds

🔥DeepSeek V3.2 vs 🔥Gemini 3.1 Flash Lite Preview

Pick DeepSeek V3.2 for lower cost; pick Gemini 3.1 Flash Lite Preview only if the larger context window matters more.

Pricing data updated:  Prices normalized to USD per 1M tokens Sample workload: 1M input + 500K output

Budget verdict

Pick DeepSeek V3.2 for lower cost; pick Gemini 3.1 Flash Lite Preview only if the larger context window matters more.

On the standard 1M input plus 500K output workload, DeepSeek V3.2 is estimated at $0.44 vs $1 for Gemini 3.1 Flash Lite Preview, saving $0.56 (55.9% lower).

Cost-first pickDeepSeek V3.2
Context-first pickGemini 3.1 Flash Lite Preview
Sample savings$0.5655.9%
10x traffic gap$5.59

Gemini 3.1 Flash Lite Preview has more context, but DeepSeek V3.2 saves $0.56 on the standard workload. At 10x that traffic, the same price gap is about $5.59. Use the calculator below to replace the sample workload with your own token volume.

Cheaper input Gemini 3.1 Flash Lite Preview $0.252 vs $0.25 / 1M

Gemini 3.1 Flash Lite Preview is $0.002 cheaper per 1M input tokens (0.8% lower; 1.01x difference).

Cheaper output DeepSeek V3.2 $0.378 vs $1.5 / 1M

DeepSeek V3.2 is $1.12 cheaper per 1M output tokens (74.8% lower; 3.97x difference).

Larger context Gemini 3.1 Flash Lite Preview 131.07K vs 1.05M

Gemini 3.1 Flash Lite Preview has 917.5K more context (8x larger).

Sample workload DeepSeek V3.2 $0.44 vs $1

DeepSeek V3.2 is $0.56 cheaper on the standard workload (55.9% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
DeepSeek V3.2 Calculating… Estimated API cost
Gemini 3.1 Flash Lite Preview Calculating… Estimated API cost
Cheaper for this workload Calculating… Difference: calculating…

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

Verdict

Gemini 3.1 Flash Lite Preview has the lower input price; DeepSeek V3.2 has the lower output price; Gemini 3.1 Flash Lite Preview offers the larger context window. For the 1M input plus 500K output sample, DeepSeek V3.2 is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $0.44 for DeepSeek V3.2 and $1 for Gemini 3.1 Flash Lite Preview.

Best Fit

Choose DeepSeek V3.2 when you care most about lower output-token price.

Choose Gemini 3.1 Flash Lite Preview when you care most about lower input-token price, and larger context window.

Decision Notes
  • On the standard 1M input plus 500K output workload, DeepSeek V3.2 is estimated at $0.44 vs $1 for Gemini 3.1 Flash Lite Preview, saving $0.56 (55.9% lower).
  • DeepSeek V3.2 is $0.56 cheaper on the standard workload (55.9% lower).
  • Gemini 3.1 Flash Lite Preview is $0.002 cheaper per 1M input tokens (0.8% lower; 1.01x difference).
  • DeepSeek V3.2 is $1.12 cheaper per 1M output tokens (74.8% lower; 3.97x difference).
  • Gemini 3.1 Flash Lite Preview has 917.5K more context (8x larger).
Head-to-Head Specs
Feature🔥DeepSeek V3.2
(DeepSeek)
🔥Gemini 3.1 Flash Lite Preview
(Google)
Input Price
prompt tokens per 1M
$0.252$0.25
Completion Price
per 1M tokens
$0.378$1.5
Sample Workload Cost
1M input + 500K output
$0.44$1
Context Window131.07K1.05M
Release Date
Popularity Rank
current rank
#6#19

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionDeepSeek V3.2On the standard 1M input plus 500K output workload, DeepSeek V3.2 is estimated at $0.44 vs $1 for Gemini 3.1 Flash Lite Preview, saving $0.56 (55.9% lower).
High-volume input processingGemini 3.1 Flash Lite PreviewLower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsDeepSeek V3.2Lower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workGemini 3.1 Flash Lite PreviewA larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Same-provider lower-cost swaps
Larger context near this budget
  • Grok 4.1 Fast offers 2M context with $0.45 sample workload cost.
  • Grok 4 Fast offers 2M context with $0.45 sample workload cost.
  • Owl Alpha offers 1.05M context with $0 sample workload cost.

Cheaper alternatives

Review low-cost models ranked by a standard 1M input plus 500K output workload.

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Larger context alternatives

Find models with larger context windows for RAG, long documents, and codebase review.

Open largest context models

Provider catalogs

Compare models within provider hubs before choosing a final API vendor.

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DeepSeek catalog

Review all tracked DeepSeek models before deciding whether this matchup is the right shortlist.

Open DeepSeek models

Google catalog

Check other Google models with comparable pricing, context, or release timing.

Open Google models
DeepSeek V3.2

DeepSeek-V3.2 is a large language model designed to harmonize high computational efficiency with strong reasoning and agentic tool-use performance. It introduces DeepSeek Sparse Attention (DSA), a fine-grained sparse attention mechanism...

Gemini 3.1 Flash Lite Preview

Gemini 3.1 Flash Lite Preview is Google's high-efficiency model optimized for high-volume use cases. It outperforms Gemini 2.5 Flash Lite on overall quality and approaches Gemini 2.5 Flash performance across...