Gemini · Mid-tier · 1,000K context window
$0.0160 per call at 2,000 input / 1,000 output tokens.
Per call
$0.0160
10K calls/mo
$160
Cache savings
75% off input
Batch savings
50% off all
Adjust token counts, volume, and discount toggles to model your chatbot spend. Pricing updated weekly.
Call Gemini 3.1 Pro with the Google Generative AI SDK:
import google.generativeai as genai
model = genai.GenerativeModel("gemini-3.1-pro")
response = model.generate_content("Your prompt here")
# Cost: ~$0.0160 per call at standard rates
# Input: $2.00/MTok
# Output: $12.00/MTokPer-call cost for all models scoring 50+ on chatbot benchmarks. Hover for details.
Cheapest viable option: Gemini 3 Flash at $0.004000/call (75% less, 82/100 quality).
| Direction | $/MTok | Tokens per call |
|---|---|---|
| Input | $2.00 | 2,000 |
| Output | $12.00 | 1,000 |
Caching drops input cost from $2.00 to $0.50/MTok. For repeated system prompts, that saves $0.003000 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 | $0.0160 | $160 | $130 | $30 |
| 50,000 calls | $0.0160 | $800 | $650 | $150 |
| 100,000 calls | $0.0160 | $1,600 | $1,300 | $300 |
| 500,000 calls | $0.0160 | $8,000 | $6,500 | $1,500 |
| 1,000,000 calls | $0.0160 | $16,000 | $13,000 | $3,000 |
Gemini 3.1 Pro is a solid pick for chatbot
Scores 87/100 (rank #4 of 14). Good balance of quality and cost for chatbot.
Top-ranked: GPT 5.6 Terra (92/100) at $0.0200/call
Gemini 3.1 Pro scores by task type. Chatbot highlighted.
| Task type | Confidence score | Rank out of 14 |
|---|---|---|
| Reasoning | 90/100 | #4 |
| Summarization | 87/100 | #4 |
| Q&A(current page) | 87/100 | #4 |
| Code Generation | 86/100 | #5 |
| Classification | 86/100 | #3 |
| Extraction | 85/100 | #4 |
| Code Review | 84/100 | #4 |
| Creative Writing | 84/100 | #4 |
12 models score 80+ on chatbot benchmarks, sorted by input rate. Cheapest: Gemini 3 Flash (75% less, 82/100 quality).
| Model | Provider | Input $/MTok | Output $/MTok | Quality | Per call | vs Gemini |
|---|---|---|---|---|---|---|
| Gemini 3 Flash | Gemini | $0.50 | $3.00 | 82/100 | $0.004000 | 75% cheaper |
| Claude Haiku 4.5 | Claude | $1.00 | $5.00 | 86/100 | $0.007000 | 56% cheaper |
| GPT 5.6 Luna | GPT | $1.00 | $6.00 | 85/100 | $0.008000 | 50% cheaper |
| Gemini 3.5 Flash | Gemini | $1.50 | $9.00 | 84/100 | $0.0120 | 25% cheaper |
| Claude Sonnet 5 | Claude | $2.00 | $10.00 | 89/100 | $0.0140 | 13% cheaper |
| GPT 5.4 | GPT | $2.50 | $15.00 | 91/100 | $0.0200 | 25% more |
| GPT 5.6 Terra | GPT | $2.50 | $15.00 | 92/100 | $0.0200 | 25% more |
| Claude Sonnet 4.6 | Claude | $3.00 | $15.00 | 88/100 | $0.0210 | 31% more |
| Claude Opus 4.8 | Claude | $5.00 | $25.00 | 85/100 | $0.0350 | 119% more |
| GPT 5.5 | GPT | $5.00 | $30.00 | 90/100 | $0.0400 | 150% more |
| GPT 5.6 Sol | GPT | $5.00 | $30.00 | 91/100 | $0.0400 | 150% more |
| Claude Fable 5 | Claude | $10.00 | $50.00 | 88/100 | $0.0700 | 338% more |
Provider
Gemini
Tier
Mid-tier
Context
1,000K tokens
Released
Apr 2026
| Model | Tier | Input $/MTok | Output $/MTok | Context |
|---|---|---|---|---|
| Gemini 3.5 Flash | Fast / Budget | $1.50 | $9.00 | 1,000K |
| Gemini 3 Flash | Fast / Budget | $0.50 | $3.00 | 1,000K |
| Gemini 3.5 Flash-Lite | Fast / Budget | $0.25 | $1.50 | 1,000K |
You can compare Gemini 3.1 Pro 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 3.1 Pro costs change across different workload types.
Code Generation
$0.0520/call
Unit Test Generation
$0.0660/call
SQL Generation
$0.0150/call
API Generation
$0.0780/call
Code Refactoring
$0.0560/call
Code Review
$0.0340/call
PR Review
$0.0520/call
Security Review
$0.0420/call
Bug Detection
$0.0340/call
Document Summarization
$0.0320/call
PDF Summarization
$0.0480/call
Meeting Notes
$0.0400/call
Email Summarization
$0.0120/call
RAG Pipeline
$0.0300/call
Customer Support Bot
$0.0180/call
FAQ Bot
$0.0126/call
Data Extraction
$0.0200/call
JSON Extraction
$0.0156/call
Invoice Parsing
$0.0112/call
Resume Parsing
$0.0146/call
Chain of Thought
$0.0660/call
Legal Analysis
$0.0680/call
Math Reasoning
$0.0390/call
Financial Analysis
$0.0640/call
Content Moderation
$0.002200/call
Sentiment Analysis
$0.002200/call
Categorization
$0.003400/call
Intent Detection
$0.001800/call
Copywriting
$0.0250/call
Blog Writing
$0.0980/call
Marketing Copy
$0.0376/call
Product Descriptions
$0.0190/call
$0.0160 per call at 2,000 input / 1,000 output tokens.
Scores 87/100, rank #4 of 14 models. Top-ranked: GPT 5.6 Terra at 92/100.
Gemini 3 Flash scores 82/100 quality at $0.50/$3.00 per MTok. That is 75% less than Gemini 3.1 Pro per call.
Three strategies: prompt caching (75% off input), batch API (50% off all tokens), prompt optimization. Combined: $0.0160 drops to about $0.002000 per call.
Gemini also offers: Gemini 3.5 Flash at $1.50/$9.00, Gemini 3 Flash at $0.50/$3.00, Gemini 3.5 Flash-Lite at $0.25/$1.50.
1,000K tokens total. Typical chatbot calls use 2,000 plus 1,000 tokens, well within limits.
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.