Claude Sonnet 5 (batch) is $1 cheaper per 1M input tokens (50% lower; 2x difference).
API cost decision in 10 seconds
Claude Sonnet 5 (batch) vs Nano Banana Pro (Gemini 3 Pro Image)
Pick Claude Sonnet 5 (batch) when budget and context both matter.
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Data confirmed:
Prices normalized to USD per 1M tokens
Sample workload: 1M input + 500K output
Budget verdict
Pick Claude Sonnet 5 (batch) when budget and context both matter.
On the standard 1M input plus 500K output workload, Claude Sonnet 5 (batch) is estimated at $3.5 vs $8 for Nano Banana Pro (Gemini 3 Pro Image), saving $4.5 (56.2% lower).
Cost-first pickClaude Sonnet 5 (batch)
Context-first pickClaude Sonnet 5 (batch)
Sample savings$4.556.2%
10x traffic gap$45
Claude Sonnet 5 (batch) is cheaper on the standard workload and also has the larger context window. At 10x that traffic, the same price gap is about $45. Use the calculator below to replace the sample workload with your own token volume.
Cost sensitivity
Workload Sensitivity
Claude Sonnet 5 (batch) stays cheaper across input-heavy, balanced, and output-heavy sample workloads.
| Workload shape | Token mix | Better pick | Claude Sonnet 5 (batch) | Nano Banana Pro (Gemini 3 Pro Image) |
|---|---|---|---|---|
| Input-heavy / RAG | 5M input + 500K output | Claude Sonnet 5 (batch) | $7.5 | $16 |
| Balanced workload | 1M input + 1M output | Claude Sonnet 5 (batch) | $6 | $14 |
| Output-heavy chatbot | 1M input + 5M output | Claude Sonnet 5 (batch) | $26 | $62 |
Claude Sonnet 5 (batch) is $7 cheaper per 1M output tokens (58.3% lower; 2.4x difference).
Claude Sonnet 5 (batch) has 868.93K more context (7.63x larger).
Claude Sonnet 5 (batch) is $4.5 cheaper on the standard workload (56.2% 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
Claude Sonnet 5 (batch) has the lower input price; Claude Sonnet 5 (batch) has the lower output price; Claude Sonnet 5 (batch) offers the larger context window. For the 1M input plus 500K output sample, Claude Sonnet 5 (batch) is cheaper for the standard workload.
For a 1M input token plus 500K output token workload, the estimated API cost is $3.5 for Claude Sonnet 5 (batch) and $8 for Nano Banana Pro (Gemini 3 Pro Image).
Choose Claude Sonnet 5 (batch) when you care most about lower input-token price, lower output-token price, and larger context window.
Choose Nano Banana Pro (Gemini 3 Pro Image) 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, Claude Sonnet 5 (batch) is estimated at $3.5 vs $8 for Nano Banana Pro (Gemini 3 Pro Image), saving $4.5 (56.2% lower).
- Claude Sonnet 5 (batch) is $4.5 cheaper on the standard workload (56.2% lower).
- Claude Sonnet 5 (batch) is $1 cheaper per 1M input tokens (50% lower; 2x difference).
- Claude Sonnet 5 (batch) is $7 cheaper per 1M output tokens (58.3% lower; 2.4x difference).
- Claude Sonnet 5 (batch) has 868.93K more context (7.63x larger).
| Feature | Claude Sonnet 5 (batch) (Anthropic) | Nano Banana Pro (Gemini 3 Pro Image) (Google) |
|---|---|---|
| Input Price prompt tokens per 1M | $1 | $2 |
| Completion Price per 1M tokens | $5 | $12 |
| Sample Workload Cost 1M input + 500K output | $3.5 | $8 |
| Context Window | 1M | 131.07K |
| Release Date |
Use-Case Decision Matrix
| Use case | Better pick | Why |
|---|---|---|
| Budget-constrained production | Claude Sonnet 5 (batch) | On the standard 1M input plus 500K output workload, Claude Sonnet 5 (batch) is estimated at $3.5 vs $8 for Nano Banana Pro (Gemini 3 Pro Image), saving $4.5 (56.2% lower). |
| High-volume input processing | Claude Sonnet 5 (batch) | Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill. |
| Long responses and chatbots | Claude Sonnet 5 (batch) | Lower output-token price matters most when assistants generate many completion tokens. |
| RAG or long-document work | Claude Sonnet 5 (batch) | A larger context window leaves more room for retrieved passages, conversation history, or source files. |
Related Alternatives
- Claude 3 Haiku can replace Claude Sonnet 5 (batch) when lower sample workload cost matters most: $0.88.
- Claude Haiku 4.5 (batch) can replace Claude Sonnet 5 (batch) when lower sample workload cost matters most: $1.75.
- Claude 3.5 Haiku can replace Claude Sonnet 5 (batch) when lower sample workload cost matters most: $2.8.
- Gemma 4 26B A4B (free) can replace Nano Banana Pro (Gemini 3 Pro Image) when lower sample workload cost matters most: $0.
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