Claude · Mid-tier · 200K context window
$0.0300 per call at 5,000 input / 2,000 output tokens.
Per call
$0.0300
10K calls/mo
$300
Cache savings
90% off input
Batch savings
50% off all
Adjust token counts, volume, and discount toggles to model your bug detection spend. Pricing updated weekly.
Call Claude Sonnet 5 with the Anthropic Python SDK:
from anthropic import Anthropic
client = Anthropic()
response = client.messages.create(
model="claude-sonnet-5",
max_tokens=2000,
messages=[{"role": "user", "content": "Your prompt here"}]
)
# Cost: ~$0.0300 per call at standard rates
# Input: $2.00/MTok
# Output: $10.00/MTokPer-call cost for all models scoring 50+ on bug detection benchmarks. Hover for details.
Cheapest viable option: Gemini 3.1 Pro at $0.0340/call (-13% less, 84/100 quality).
| Direction | $/MTok | Tokens per call |
|---|---|---|
| Input | $2.00 | 5,000 |
| Output | $10.00 | 2,000 |
Caching drops input cost from $2.00 to $0.20/MTok. For repeated system prompts, that saves $0.009000 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 | $0.0300 | $300 | $210 | $90 |
| 50,000 calls | $0.0300 | $1,500 | $1,050 | $450 |
| 100,000 calls | $0.0300 | $3,000 | $2,100 | $900 |
| 500,000 calls | $0.0300 | $15,000 | $10,500 | $4,500 |
| 1,000,000 calls | $0.0300 | $30,000 | $21,000 | $9,000 |
Use Claude Sonnet 5 for bug detection
Scores 96/100 (rank #1 of 14). Strong pick for production bug detection workloads.
Claude Sonnet 5 scores by task type. Bug Detection highlighted.
| Task type | Confidence score | Rank out of 14 |
|---|---|---|
| Code Review(current page) | 96/100 | #1 |
| Code Generation | 93/100 | #2 |
| Summarization | 91/100 | #1 |
| Reasoning | 90/100 | #2 |
| Q&A | 89/100 | #2 |
| Extraction | 88/100 | #2 |
| Creative Writing | 87/100 | #3 |
| Classification | 86/100 | #3 |
8 models score 80+ on bug detection benchmarks, sorted by input rate. Cheapest: Gemini 3.1 Pro (-13% less, 84/100 quality).
| Model | Provider | Input $/MTok | Output $/MTok | Quality | Per call | vs Claude |
|---|---|---|---|---|---|---|
| Gemini 3.1 Pro | Gemini | $2.00 | $12.00 | 84/100 | $0.0340 | 13% more |
| GPT 5.4 | GPT | $2.50 | $15.00 | 82/100 | $0.0425 | 42% more |
| GPT 5.6 Terra | GPT | $2.50 | $15.00 | 84/100 | $0.0425 | 42% more |
| Claude Sonnet 4.6 | Claude | $3.00 | $15.00 | 95/100 | $0.0450 | 50% more |
| Claude Opus 4.8 | Claude | $5.00 | $25.00 | 94/100 | $0.0750 | 150% more |
| GPT 5.5 | GPT | $5.00 | $30.00 | 90/100 | $0.0850 | 183% more |
| GPT 5.6 Sol | GPT | $5.00 | $30.00 | 92/100 | $0.0850 | 183% more |
| Claude Fable 5 | Claude | $10.00 | $50.00 | 95/100 | $0.1500 | 400% more |
Provider
Claude
Tier
Mid-tier
Context
200K tokens
Released
Jun 2026
Introductory pricing $2/$10 through Aug 31, 2026 (registry reflects the intro rate; standard $3/$15 resumes Sep 1 — tracked revert: KNOWN_ISSUES #34)
| Model | Tier | Input $/MTok | Output $/MTok | Context |
|---|---|---|---|---|
| Claude Opus 4.8 | Flagship | $5.00 | $25.00 | 200K |
| Claude Sonnet 4.6 | Mid-tier | $3.00 | $15.00 | 200K |
| Claude Haiku 4.5 | Fast / Budget | $1.00 | $5.00 | 200K |
| Claude Fable 5 | Flagship | $10.00 | $50.00 | 1,000K |
You can compare Claude Sonnet 5 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 Claude Sonnet 5 costs change across different workload types.
Code Generation
$0.0440/call
Unit Test Generation
$0.0560/call
SQL Generation
$0.0130/call
API Generation
$0.0660/call
Code Refactoring
$0.0480/call
Code Review
$0.0300/call
PR Review
$0.0460/call
Security Review
$0.0370/call
Document Summarization
$0.0300/call
PDF Summarization
$0.0450/call
Meeting Notes
$0.0360/call
Email Summarization
$0.0110/call
Chatbot
$0.0140/call
RAG Pipeline
$0.0270/call
Customer Support Bot
$0.0160/call
FAQ Bot
$0.0110/call
Data Extraction
$0.0180/call
JSON Extraction
$0.0140/call
Invoice Parsing
$0.010000/call
Resume Parsing
$0.0130/call
Chain of Thought
$0.0560/call
Legal Analysis
$0.0600/call
Math Reasoning
$0.0330/call
Financial Analysis
$0.0560/call
Content Moderation
$0.002000/call
Sentiment Analysis
$0.002000/call
Categorization
$0.003100/call
Intent Detection
$0.001600/call
Copywriting
$0.0210/call
Blog Writing
$0.0820/call
Marketing Copy
$0.0316/call
Product Descriptions
$0.0160/call
$0.0300 per call at 5,000 input / 2,000 output tokens.
Scores 96/100, rank #1 of 14 models. Top-ranked for this task across all three providers.
Gemini 3.1 Pro scores 84/100 quality at $2.00/$12.00 per MTok. That is -13% less than Claude Sonnet 5 per call.
Three strategies: prompt caching (90% off input), batch API (50% off all tokens), prompt optimization. Combined: $0.0300 drops to about $0.001500 per call.
Claude also offers: Claude Opus 4.8 at $5.00/$25.00, Claude Sonnet 4.6 at $3.00/$15.00, Claude Haiku 4.5 at $1.00/$5.00, Claude Fable 5 at $10.00/$50.00.
200K tokens total. Typical bug detection calls use 5,000 plus 2,000 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.