API cost decision in 10 seconds

🔥DeepSeek V3.2 vs Nano Banana 2 (Gemini 3.1 Flash Image Preview)

Pick DeepSeek V3.2 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 DeepSeek V3.2 when budget is the priority.

On the standard 1M input plus 500K output workload, DeepSeek V3.2 is estimated at $0.44 vs $2 for Nano Banana 2 (Gemini 3.1 Flash Image Preview), saving $1.56 (78% lower).

Cost-first pickDeepSeek V3.2
Context-first pickBoth models
Sample savings$1.5678%
10x traffic gap$15.59

The reported context window is tied, so cost and provider fit carry more weight. At 10x that traffic, the same price gap is about $15.59. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

DeepSeek V3.2 stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickDeepSeek V3.2Nano Banana 2 (Gemini 3.1 Flash Image Preview)
Input-heavy / RAG5M input + 500K outputDeepSeek V3.2$1.45$4
Balanced workload1M input + 1M outputDeepSeek V3.2$0.63$3.5
Output-heavy chatbot1M input + 5M outputDeepSeek V3.2$2.14$15.5
Cheaper input DeepSeek V3.2 $0.252 vs $0.5 / 1M

DeepSeek V3.2 is $0.25 cheaper per 1M input tokens (49.6% lower; 1.98x difference).

Cheaper output DeepSeek V3.2 $0.378 vs $3 / 1M

DeepSeek V3.2 is $2.62 cheaper per 1M output tokens (87.4% lower; 7.94x difference).

Larger context Tie 131.07K vs 131.07K

Both models report the same context window at 131.07K tokens.

Sample workload DeepSeek V3.2 $0.44 vs $2

DeepSeek V3.2 is $1.56 cheaper on the standard workload (78% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
DeepSeek V3.2 Calculating… Estimated API cost
Nano Banana 2 (Gemini 3.1 Flash Image 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

DeepSeek V3.2 has the lower input price; DeepSeek V3.2 has the lower output price; both models report the same 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 $2 for Nano Banana 2 (Gemini 3.1 Flash Image Preview).

Best Fit

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

Choose Nano Banana 2 (Gemini 3.1 Flash Image Preview) when its provider, model quality, latency, or availability is more important than the numeric price/context winner.

Decision Notes
  • On the standard 1M input plus 500K output workload, DeepSeek V3.2 is estimated at $0.44 vs $2 for Nano Banana 2 (Gemini 3.1 Flash Image Preview), saving $1.56 (78% lower).
  • DeepSeek V3.2 is $1.56 cheaper on the standard workload (78% lower).
  • DeepSeek V3.2 is $0.25 cheaper per 1M input tokens (49.6% lower; 1.98x difference).
  • DeepSeek V3.2 is $2.62 cheaper per 1M output tokens (87.4% lower; 7.94x difference).
  • Both models report the same context window at 131.07K tokens.
Head-to-Head Specs
Feature🔥DeepSeek V3.2
(DeepSeek)
Nano Banana 2 (Gemini 3.1 Flash Image Preview)
(Google)
Input Price
prompt tokens per 1M
$0.252$0.5
Completion Price
per 1M tokens
$0.378$3
Sample Workload Cost
1M input + 500K output
$0.44$2
Context Window131.07K131.07K
Release Date
Popularity#8

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 $2 for Nano Banana 2 (Gemini 3.1 Flash Image Preview), saving $1.56 (78% lower).
High-volume input processingDeepSeek V3.2Lower 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 workTieA larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Same-provider lower-cost swaps
  • DeepSeek V4 Flash (free) can replace DeepSeek V3.2 when lower sample workload cost matters most: $0.
  • DeepSeek V4 Flash can replace DeepSeek V3.2 when lower sample workload cost matters most: $0.2.
  • R1 Distill Qwen 32B can replace DeepSeek V3.2 when lower sample workload cost matters most: $0.43.
  • Gemma 4 26B A4B (free) can replace Nano Banana 2 (Gemini 3.1 Flash Image Preview) when lower sample workload cost matters most: $0.
Larger context near this budget
  • Llama 4 Scout offers 10M context with $0.23 sample workload cost.
  • Grok 4.20 offers 2M context with $2.5 sample workload cost.
  • Owl Alpha offers 1.05M context with $0 sample workload cost.
  • DeepSeek V4 Flash offers 1.05M context with $0.2 sample workload cost.

Cheaper alternatives

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

Open cheapest models

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.

Open provider hubs

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...

Nano Banana 2 (Gemini 3.1 Flash Image Preview)

Gemini 3.1 Flash Image Preview, a.k.a. "Nano Banana 2," is Google’s latest state of the art image generation and editing model, delivering Pro-level visual quality at Flash speed. It combines...