Gemini · Fast / Budget · 1,000K context window
$0.006250 per call at 500 input / 2,000 output tokens.
Per call
$0.006250
10K calls/mo
$62.5
Cache savings
90% off input
Batch savings
50% off all
Adjust token counts, volume, and discount toggles to model your copywriting spend. Prices verified daily against provider pricing pages.
Call Gemini 3 Flash with the Google Generative AI SDK:
import google.generativeai as genai
model = genai.GenerativeModel("gemini-3-flash")
response = model.generate_content("Your prompt here")
# Cost: ~$0.006250 per call at standard rates
# Input: $0.50/MTok
# Output: $3.00/MTokPer-call cost for all models scoring 50+ on copywriting benchmarks. Hover for details.
Cheapest viable option: Claude Sonnet 5 at $0.0210/call (-236% less, 87/100 quality).
Creative generation is output-dominated: a one-line brief produces paragraphs. Output rate is the number to compare, and the gap between tiers widens with length. Brand voice guidelines and examples are resent on every call and never change, which makes them the obvious candidate for caching.
For Gemini 3 Flash specifically, that means output tokens cost 6.0x more than input, at $3.00 vs $0.50 per MTok. At this use case’s 500/2,000 token split, output accounts for 96% of the $0.006250 per-call cost.
| Direction | $/MTok | Tokens per call |
|---|---|---|
| Input | $0.50 | 500 |
| Output | $3.00 | 2,000 |
Caching drops input cost from $0.50 to $0.05/MTok. For repeated system prompts, that saves $0.000225 per call.
Submit requests asynchronously and receive 50% off all token costs. This works best for offline pipelines where latency requirements are flexible.
| Monthly volume | Cost per call | Standard monthly | Cached monthly | You save with caching |
|---|---|---|---|---|
| 10,000 calls | $0.006250 | $62.5 | $60.25 | $2.25 |
| 50,000 calls | $0.006250 | $312.5 | $301.25 | $11.25 |
| 100,000 calls | $0.006250 | $625 | $602.5 | $22.5 |
| 500,000 calls | $0.006250 | $3,125 | $3,012.5 | $112.5 |
| 1,000,000 calls | $0.006250 | $6,250 | $6,025 | $225 |
Consider alternatives for copywriting
Scores 52/100 (rank #8 of 20). Better options exist at similar price points for copywriting.
Top-ranked: Claude Fable 5 (95/100) at $0.1050/call
Gemini 3 Flash scores by task type. Copywriting highlighted.
| Task type | Confidence score | Rank out of 20 |
|---|---|---|
| Classification | 88/100 | #3 |
| Extraction | 86/100 | #3 |
| Summarization | 83/100 | #5 |
| Q&A | 82/100 | #5 |
| Code Generation | 65/100 | #7 |
| Code Review | 62/100 | #7 |
| Reasoning | 58/100 | #7 |
| Creative Writing(current page) | 52/100 | #8 |
Confidence scores are a third-party benchmark snapshot from week 29 of 2026. This snapshot is 8 weeks old, so treat the scores as directional and validate against your own evals.
8 models score 80+ on copywriting benchmarks, sorted by input rate. Cheapest: Claude Sonnet 5 (-236% less, 87/100 quality).
| Model | Provider | Input $/MTok | Output $/MTok | Quality | Per call | vs Gemini |
|---|---|---|---|---|---|---|
| Claude Sonnet 5 | Claude | $2.00 | $10.00 | 87/100 | $0.0210 | 236% more |
| GPT 5.6 Terra | GPT | $2.00 | $12.00 | 80/100 | $0.0250 | 300% more |
| Gemini 3.1 Pro | Gemini | $2.00 | $12.00 | 84/100 | $0.0250 | 300% more |
| Claude Sonnet 4.6 | Claude | $3.00 | $15.00 | 85/100 | $0.0315 | 404% more |
| GPT 5.6 Sol | GPT | $4.00 | $20.00 | 92/100 | $0.0420 | 572% more |
| Claude Opus 4.8 | Claude | $5.00 | $25.00 | 93/100 | $0.0525 | 740% more |
| GPT 5.5 | GPT | $5.00 | $30.00 | 91/100 | $0.0625 | 900% more |
| Claude Fable 5 | Claude | $10.00 | $50.00 | 95/100 | $0.1050 | 1580% more |
Provider
Gemini
Tier
Fast / Budget
Context
1,000K tokens
Released
Mar 2026
| Model | Tier | Input $/MTok | Output $/MTok | Context |
|---|---|---|---|---|
| Gemini 3.1 Pro | Mid-tier | $2.00 | $12.00 | 1,000K |
| Gemini 3.5 Flash | Fast / Budget | $1.50 | $9.00 | 1,000K |
| Gemini 3.5 Flash-Lite | Fast / Budget | $0.30 | $2.50 | 1,000K |
You can compare Gemini 3 Flash head-to-head against any other model on our model comparison pages, or track how pricing has changed over time on the pricing history tracker.
See how Gemini 3 Flash costs change across different workload types.
Code Generation
$0.0130/call
Unit Test Generation
$0.0165/call
SQL Generation
$0.003750/call
API Generation
$0.0195/call
Code Refactoring
$0.0140/call
Code Review
$0.008500/call
PR Review
$0.0130/call
Security Review
$0.0105/call
Bug Detection
$0.008500/call
Document Summarization
$0.008000/call
PDF Summarization
$0.0120/call
Meeting Notes
$0.0100/call
Email Summarization
$0.003000/call
Chatbot
$0.004000/call
RAG Pipeline
$0.007500/call
Customer Support Bot
$0.004500/call
FAQ Bot
$0.003150/call
Data Extraction
$0.005000/call
JSON Extraction
$0.003900/call
Invoice Parsing
$0.002800/call
Resume Parsing
$0.003650/call
Chain of Thought
$0.0165/call
Legal Analysis
$0.0170/call
Math Reasoning
$0.009750/call
Financial Analysis
$0.0160/call
Content Moderation
$0.000550/call
Sentiment Analysis
$0.000550/call
Categorization
$0.000850/call
Intent Detection
$0.000450/call
Blog Writing
$0.0245/call
Marketing Copy
$0.009400/call
Product Descriptions
$0.004750/call
A typical copywriting call using Gemini 3 Flash costs about $0.006250 per call. This estimate uses 500 input tokens and 2,000 output tokens at standard rates. Standard rates are $0.50 per million input tokens and $3.00 per million output tokens.
Gemini 3 Flash scores 52 out of 100 on copywriting benchmarks overall. It ranks #8 across all 20 models in our cross-provider registry. The highest-ranked model for this task is Claude Fable 5 from Claude. That model scores 95/100 on this task type. Confidence scores are a third-party benchmark snapshot from week 29 of 2026. This snapshot is 8 weeks old, so treat the scores as directional and validate against your own evals.
The most affordable model for copywriting above 80/100 quality is Claude Sonnet 5. It comes from Claude at $2.00 per million input tokens. Output costs $10.00 per million tokens with a quality score of 87/100. Switching from Gemini 3 Flash to Claude Sonnet 5 saves about -236% per API call.
Three strategies lower Gemini 3 Flash costs for this task type effectively. Prompt caching gives a 90% discount on input tokens when reusing system prompts. The batch API gives 50% off all tokens for asynchronous processing workloads. Prompt optimization reduces token counts through more concise instructions and context windows. Combining caching with batching brings your cost from $0.006250 to about $0.000313 per call.
Gemini has 3 other models alongside Gemini 3 Flash today: Gemini 3.1 Pro at $2.00/$12.00 per million tokens (mid-tier), Gemini 3.5 Flash at $1.50/$9.00 per million tokens (fast / budget), Gemini 3.5 Flash-Lite at $0.30/$2.50 per million tokens (fast / budget). The right choice depends on whether your copywriting workload prioritizes quality, cost, or speed.
Gemini 3 Flash supports a context window of 1,000K tokens per API call. This sets the maximum combined length of your input prompt and generated response. For copywriting, typical calls use 500 input and 2,000 output tokens. That is well within this limit, leaving room for longer prompts or multi-turn conversations.
This calculator estimates costs based on published rates only. Connect your API usage to see where your money goes and which models drive your spend.