tokevenGemini · Fast / Budget · 131.072K context window
Gemini Robotics ER 2 pricing for pr review
$0.0230 per call at 8,000 input / 3,000 output tokens.
Per call
$0.0230
10K calls/mo
$230
Cache savings
90% off input
Batch savings
50% off all
Calculate your Gemini Robotics ER 2 costs
Adjust token counts, volume, and discount toggles to model your pr review spend. Prices verified daily against provider pricing pages.
Configure your usage
Estimated cost
Quick start
Call Gemini Robotics ER 2 with the Google Generative AI SDK:
import google.generativeai as genai
model = genai.GenerativeModel("gemini-robotics-er-2")
response = model.generate_content("Your prompt here")
# Cost: ~$0.0230 per call at standard rates
# Input: $1.00/MTok
# Output: $5.00/MTokHow Gemini Robotics ER 2 compares on cost
Per-call cost for all models scoring 50+ on pr review benchmarks. Hover for details.
Cheapest viable option: Claude Sonnet 5 at $0.0460/call (-100% less, 96/100 quality).
What drives pr review cost
A pull request review carries the diff, the surrounding context, and often the PR description (heavy input, moderate output). Cost scales with PR size rather than with how much the model says, so the expensive reviews are the ones nobody wants to read anyway. Splitting large PRs is a cost control as much as an engineering practice.
For Gemini Robotics ER 2 specifically, that means output tokens cost 5.0x more than input, at $5.00 vs $1.00 per MTok. At this use case’s 8,000/3,000 token split, output accounts for 65% of the $0.0230 per-call cost.
Complete Gemini Robotics ER 2 pricing breakdown
Standard token rates
| Direction | $/MTok | Tokens per call |
|---|---|---|
| Input | $1.00 | 8,000 |
| Output | $5.00 | 3,000 |
Prompt caching: 90% off input tokens
Caching drops input cost from $1.00 to $0.10/MTok. For repeated system prompts, that saves $0.007200 per call.
Batch API: 50% off all tokens
Submit requests asynchronously and receive 50% off all token costs. This works best for offline pipelines where latency requirements are flexible.
Monthly cost projections
| Monthly volume | Cost per call | Standard monthly | Cached monthly | You save with caching |
|---|---|---|---|---|
| 10,000 calls | $0.0230 | $230 | $158 | $72 |
| 50,000 calls | $0.0230 | $1,150 | $790 | $360 |
| 100,000 calls | $0.0230 | $2,300 | $1,580 | $720 |
| 500,000 calls | $0.0230 | $11,500 | $7,900 | $3,600 |
| 1,000,000 calls | $0.0230 | $23,000 | $15,800 | $7,200 |
Gemini Robotics ER 2 quality benchmarks for pr review
Benchmark data for pr review is pending for Gemini Robotics ER 2. Test against your own evaluation suite before moving to production.
Performance across all task types
Gemini Robotics ER 2 scores by task type. PR Review highlighted.
| Task type | Confidence score | Rank out of 72 |
|---|
Confidence scores are a third-party benchmark snapshot from week 29 of 2026. This snapshot is 10 weeks old, so treat the scores as directional and validate against your own evals.
Alternative models for pr review
6 models score 80+ on pr review benchmarks, sorted by input rate. Cheapest: Claude Sonnet 5 (-100% less, 96/100 quality).
| Model | Provider | Input $/MTok | Output $/MTok | Quality | Per call | vs Gemini |
|---|---|---|---|---|---|---|
| Claude Sonnet 5 | Claude | $2.00 | $10.00 | 96/100 | $0.0460 | 100% more |
| Claude Sonnet 4.6 | Claude | $3.00 | $15.00 | 95/100 | $0.0690 | 200% more |
| GPT 5.6 Sol | GPT | $4.00 | $20.00 | 92/100 | $0.0920 | 300% more |
| Claude Opus 4.8 | Claude | $5.00 | $25.00 | 94/100 | $0.1150 | 400% more |
| GPT 5.5 | GPT | $5.00 | $30.00 | 90/100 | $0.1300 | 465% more |
| Claude Fable 5 | Claude | $10.00 | $50.00 | 95/100 | $0.2300 | 900% more |
About Gemini Robotics ER 2
Provider
Gemini
Tier
Fast / Budget
Context
131.072K tokens
Released
Not published
Backfilled on 2026-09-23. Prices confirmed by the provider pricing page and the LiteLLM cross-check. Release date not published in a machine-readable source. Not yet benchmarked, so never recommended.
Other models from Gemini
| Model | Tier | Input $/MTok | Output $/MTok | Context |
|---|---|---|---|---|
| Gemini 3.1 Pro | Mid-tier | $2.00 | $12.00 | 1,048.576K |
| Gemini 3.5 Flash | Fast / Budget | $1.50 | $9.00 | 1,048.576K |
| Gemini 3 Flash | Fast / Budget | $0.50 | $3.00 | 1,048.576K |
| Gemini 3.5 Flash-Lite | Fast / Budget | $0.30 | $2.50 | 1,048.576K |
| Gemini 2.5 Computer Use | Fast / Budget | $1.25 | $10.00 | 128K |
| Gemini 2.5 Flash | Fast / Budget | $0.30 | $2.50 | 1,048.576K |
| Gemini 2.5 Flash-Lite | Fast / Budget | $0.10 | $0.40 | 1,048.576K |
| Gemini 2.5 Pro | Mid-tier | $1.25 | $10.00 | 1,048.576K |
| Gemini 3.1 Flash-Lite | Fast / Budget | $0.25 | $1.50 | 1,048.576K |
| Gemini 3.1 Pro Custom Tools | Mid-tier | $2.00 | $12.00 | 1,048.576K |
| Gemini 3.6 Flash | Fast / Budget | $0.75 | $3.75 | 1,048.576K |
| Gemini 3.7 Flash | Fast / Budget | $0.75 | $3.75 | 1,048.576K |
| Gemini 3.8 Flash | Fast / Budget | $0.75 | $3.75 | 1,048.576K |
| Gemini Omni 1.1 Flash | Fast / Budget | $1.50 | $9.00 | 1,048.576K |
| Gemini Omni Flash | Fast / Budget | $1.50 | $9.00 | 1,048.576K |
You can compare Gemini Robotics ER 2 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.
Gemini Robotics ER 2 pricing for other use cases
See how Gemini Robotics ER 2 costs change across different workload types.
Code Generation
$0.0220/call
Unit Test Generation
$0.0280/call
SQL Generation
$0.006500/call
API Generation
$0.0330/call
Code Refactoring
$0.0240/call
Code Review
$0.0150/call
Security Review
$0.0185/call
Bug Detection
$0.0150/call
Document Summarization
$0.0150/call
PDF Summarization
$0.0225/call
Meeting Notes
$0.0180/call
Email Summarization
$0.005500/call
Chatbot
$0.007000/call
RAG Pipeline
$0.0135/call
Customer Support Bot
$0.008000/call
FAQ Bot
$0.005500/call
Data Extraction
$0.009000/call
JSON Extraction
$0.007000/call
Invoice Parsing
$0.005000/call
Resume Parsing
$0.006500/call
Chain of Thought
$0.0280/call
Legal Analysis
$0.0300/call
Math Reasoning
$0.0165/call
Financial Analysis
$0.0280/call
Content Moderation
$0.001000/call
Sentiment Analysis
$0.001000/call
Categorization
$0.001550/call
Intent Detection
$0.000800/call
Copywriting
$0.0105/call
Blog Writing
$0.0410/call
Marketing Copy
$0.0158/call
Product Descriptions
$0.008000/call
Related pages
Frequently asked questions
How much does Gemini Robotics ER 2 cost for pr review per API call?
A typical pr review call using Gemini Robotics ER 2 costs about $0.0230 per call. This estimate uses 8,000 input tokens and 3,000 output tokens at standard rates. Standard rates are $1.00 per million input tokens and $5.00 per million output tokens.
Is Gemini Robotics ER 2 the best model for pr review?
Our benchmark data does not yet include a pr review ranking for Gemini Robotics ER 2. We recommend testing it against your own evaluation criteria before production usage.
What is the cheapest model for pr review with good quality?
The most affordable model for pr review 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 96/100. Switching from Gemini Robotics ER 2 to Claude Sonnet 5 saves about -100% per API call.
How can I reduce my Gemini Robotics ER 2 costs for pr review?
Three strategies lower Gemini Robotics ER 2 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 $0.0230 to about $0.001150 per call.
How does Gemini Robotics ER 2 pricing compare to other Gemini models?
Gemini has 15 other models alongside Gemini Robotics ER 2 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 Flash at $0.50/$3.00 per million tokens (fast / budget), Gemini 3.5 Flash-Lite at $0.30/$2.50 per million tokens (fast / budget), Gemini 2.5 Computer Use at $1.25/$10.00 per million tokens (fast / budget), Gemini 2.5 Flash at $0.30/$2.50 per million tokens (fast / budget), Gemini 2.5 Flash-Lite at $0.10/$0.40 per million tokens (fast / budget), Gemini 2.5 Pro at $1.25/$10.00 per million tokens (mid-tier), Gemini 3.1 Flash-Lite at $0.25/$1.50 per million tokens (fast / budget), Gemini 3.1 Pro Custom Tools at $2.00/$12.00 per million tokens (mid-tier), Gemini 3.6 Flash at $0.75/$3.75 per million tokens (fast / budget), Gemini 3.7 Flash at $0.75/$3.75 per million tokens (fast / budget), Gemini 3.8 Flash at $0.75/$3.75 per million tokens (fast / budget), Gemini Omni 1.1 Flash at $1.50/$9.00 per million tokens (fast / budget), Gemini Omni Flash at $1.50/$9.00 per million tokens (fast / budget). The right choice depends on whether your pr review workload prioritizes quality, cost, or speed.
What context window does Gemini Robotics ER 2 support?
Gemini Robotics ER 2 supports a context window of 131.072K tokens per API call. This sets the maximum combined length of your input prompt and generated response. For pr review, typical calls use 8,000 input and 3,000 output tokens. That is well within this limit, leaving room for longer prompts or multi-turn conversations.
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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.