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Claude · Fast / Budget · 200K context window

Claude Haiku 4.5 pricing for code review

$0.0150 per call at 5,000 input / 2,000 output tokens.

Per call

$0.0150

10K calls/mo

$150

Cache savings

90% off input

Batch savings

50% off all

Calculate your Claude Haiku 4.5 costs

Adjust token counts, volume, and discount toggles to model your code review spend. Prices verified daily against provider pricing pages.

Configure your usage

5,000
100100K
2,000
5050K
10,000
1001M

Estimated cost

Monthly cost
$150
10,000 calls/month
Cost per call$0.015
Daily cost$5
Input rate$1.00/MTok
Output rate$5.00/MTok
Analyze your real spend

Quick start

Call Claude Haiku 4.5 with the Anthropic Python SDK:

from anthropic import Anthropic

client = Anthropic()
response = client.messages.create(
    model="claude-haiku-4-5",
    max_tokens=2000,
    messages=[{"role": "user", "content": "Your prompt here"}]
)
# Cost: ~$0.0150 per call at standard rates
# Input:  $1.00/MTok
# Output: $5.00/MTok

How Claude Haiku 4.5 compares on cost

Per-call cost for all models scoring 50+ on code review benchmarks. Hover for details.

GPT 5.6 Luna$0.003400Gemini 3.5 Flash-Lite$0.006500Gemini 3 Flash$0.008500Claude Haiku 4.5$0.0150Gemini 3.5 Flash$0.0255Claude Sonnet 5$0.0300GPT 5.6 Terra$0.0340Gemini 3.1 Pro$0.0340GPT 5.4$0.0425Claude Sonnet 4.6$0.0450GPT 5.6 Sol$0.0600Claude Opus 4.8$0.0750GPT 5.5$0.0850Claude Fable 5$0.1500

Cheapest viable option: Claude Sonnet 5 at $0.0300/call (-100% less, 96/100 quality).

What drives code review cost

Review is input-heavy in a way generation is not: the diff or file goes in whole, and structured feedback comes back short. That flips the usual optimization: input rate and cache discounts matter more than output rate. Reviewing the same repository repeatedly means the surrounding context is identical call over call, which is exactly the shape prompt caching is designed for.

For Claude Haiku 4.5 specifically, that means output tokens cost 5.0x more than input, at $5.00 vs $1.00 per MTok. At this use case’s 5,000/2,000 token split, output accounts for 67% of the $0.0150 per-call cost.

Complete Claude Haiku 4.5 pricing breakdown

Standard token rates

Direction$/MTokTokens per call
Input$1.005,000
Output$5.002,000

Prompt caching: 90% off input tokens

Caching drops input cost from $1.00 to $0.10/MTok. For repeated system prompts, that saves $0.004500 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 volumeCost per callStandard monthlyCached monthlyYou save with caching
10,000 calls$0.0150$150$105$45
50,000 calls$0.0150$750$525$225
100,000 calls$0.0150$1,500$1,050$450
500,000 calls$0.0150$7,500$5,250$2,250
1,000,000 calls$0.0150$15,000$10,500$4,500

Claude Haiku 4.5 quality benchmarks for code review

Consider alternatives for code review

Scores 70/100 (rank #7 of 20). Better options exist at similar price points for code review.

Top-ranked: Claude Sonnet 5 (96/100) at $0.0300/call

Performance across all task types

Claude Haiku 4.5 scores by task type. Code Review highlighted.

Classification90Extraction88Q&A86Summarization82Code Generation72Code Review *70Reasoning65Creative Writing60
Task typeConfidence scoreRank out of 20
Classification90/100#2
Extraction88/100#2
Q&A86/100#4
Summarization82/100#5
Code Generation72/100#6
Code Review(current page)70/100#7
Reasoning65/100#7
Creative Writing60/100#7

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.

Alternative models for code review

9 models score 80+ on code review benchmarks, sorted by input rate. Cheapest: Claude Sonnet 5 (-100% less, 96/100 quality).

ModelProviderInput $/MTokOutput $/MTokQualityPer callvs Claude
Claude Sonnet 5Claude$2.00$10.0096/100$0.0300100% more
GPT 5.6 TerraGPT$2.00$12.0084/100$0.0340127% more
Gemini 3.1 ProGemini$2.00$12.0084/100$0.0340127% more
GPT 5.4GPT$2.50$15.0082/100$0.0425183% more
Claude Sonnet 4.6Claude$3.00$15.0095/100$0.0450200% more
GPT 5.6 SolGPT$4.00$20.0092/100$0.0600300% more
Claude Opus 4.8Claude$5.00$25.0094/100$0.0750400% more
GPT 5.5GPT$5.00$30.0090/100$0.0850467% more
Claude Fable 5Claude$10.00$50.0095/100$0.1500900% more

About Claude Haiku 4.5

Provider

Claude

Tier

Fast / Budget

Context

200K tokens

Released

Oct 2025

Other models from Claude

ModelTierInput $/MTokOutput $/MTokContext
Claude Opus 4.8Flagship$5.00$25.00200K
Claude Sonnet 4.6Mid-tier$3.00$15.00200K
Claude Sonnet 5Mid-tier$2.00$10.00200K
Claude Opus 5Flagship$5.00$25.001,000K
Claude Fable 5.1Flagship$10.00$50.001,000K
Claude Fable 5Flagship$10.00$50.001,000K

You can compare Claude Haiku 4.5 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.

Claude Haiku 4.5 pricing for other use cases

See how Claude Haiku 4.5 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

PR Review

$0.0230/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 Claude Haiku 4.5 cost for code review per API call?

A typical code review call using Claude Haiku 4.5 costs about $0.0150 per call. This estimate uses 5,000 input tokens and 2,000 output tokens at standard rates. Standard rates are $1.00 per million input tokens and $5.00 per million output tokens.

Is Claude Haiku 4.5 the best model for code review?

Claude Haiku 4.5 scores 70 out of 100 on code review benchmarks overall. It ranks #7 across all 20 models in our cross-provider registry. The highest-ranked model for this task is Claude Sonnet 5 from Claude. That model scores 96/100 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.

What is the cheapest model for code review with good quality?

The most affordable model for code 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 Claude Haiku 4.5 to Claude Sonnet 5 saves about -100% per API call.

How can I reduce my Claude Haiku 4.5 costs for code review?

Three strategies lower Claude Haiku 4.5 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 $0.0150 to about $0.000750 per call.

How does Claude Haiku 4.5 pricing compare to other Claude models?

Claude has 6 other models alongside Claude Haiku 4.5 today: Claude Opus 4.8 at $5.00/$25.00 per million tokens (flagship), Claude Sonnet 4.6 at $3.00/$15.00 per million tokens (mid-tier), Claude Sonnet 5 at $2.00/$10.00 per million tokens (mid-tier), Claude Opus 5 at $5.00/$25.00 per million tokens (flagship), Claude Fable 5.1 at $10.00/$50.00 per million tokens (flagship), Claude Fable 5 at $10.00/$50.00 per million tokens (flagship). The right choice depends on whether your code review workload prioritizes quality, cost, or speed.

What context window does Claude Haiku 4.5 support?

Claude Haiku 4.5 supports a context window of 200K tokens per API call. This sets the maximum combined length of your input prompt and generated response. For code review, typical calls use 5,000 input and 2,000 output tokens. That is well within this limit, leaving room for longer prompts or multi-turn conversations.

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