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AI Pricing

Complete, regularly updated guides to LLM API pricing, token costs, and how to optimize your AI model budgets.

Quick Comparison

| Model | Input Price (1M) | Output Price (1M) | Best Use Case | | :--- | :--- | :--- | :--- | | GPT-5.5 | $5 | $30 | Complex reasoning, heavy logic | | GPT-5.5 Mini | $0.15 | $0.6 | General chat, summarization | | Claude Opus 5.5 | $4 | $20 | Deep data analysis, planning | | Claude Sonnet 4.6 | $3 | $15 | Coding, fast execution | | Gemini 4 Argon | $2 | $10 | Autonomous coding & 1M output tokens | | Gemini 3.1 Pro | $2 | $12 | Multi-modal video & reasoning |


The Verdict: Cheapest vs. Smartest

If you are trying to optimize your AI infrastructure costs, here are the current winners in each category based on our latest benchmarks.

The Cheapest Model

GPT-5.5 Mini continues to dominate the cost-efficiency category. At $0.15 per 1M input tokens, it is virtually free for small-scale applications.

The Best Value Model

Claude Sonnet 4.6 is the undisputed king of value. Despite being significantly cheaper than the flagship models, it routinely beats them in coding and logic benchmarks. If you leverage Claude's Prompt Caching, your input cost drops from $3 to an incredible $0.3.


Understand Your Bills

If you are confused by how token pricing translates into real-world dollars, start by reading our guides below. Or, if you just want to know exactly what your app will cost next month, plug your usage numbers into the AI Cost Calculator linked above.

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⚡ AI Model Specifications & Pricing Directory

Verified technical specifications, context limits, and token pricing records.

28 Models Verified
OpenAI1.05M Context

GPT-6 Astra

OpenAI's frontier large language model with 1.05M context window, 272K tiered pricing threshold, and selective multi-tier reasoning.

Input / Output:
$10 / $50
View Specs →
Anthropic1M Context

Claude Fable 5.1

Anthropic's Mythos-tier frontier model featuring advanced safety architectures and nuanced reasoning.

Input / Output:
$10 / $50
View Specs →
Anthropic1M Context

Claude Opus 5.5

Anthropic's flagship 5.5 series reasoning model with 1M context, 40% cost efficiency, and 30% faster inference.

Input / Output:
$4 / $20
View Specs →
Anthropic1M Context

Claude Opus 5

Anthropic's premier reasoning and creative problem-solving engine with 1M native context.

Input / Output:
$5 / $25
View Specs →
Anthropic1M Context

Claude Sonnet 5

The flagship standard for software engineering, autonomous coding agents, and complex tool use.

Input / Output:
$3 / $15
View Specs →
Anthropic200K Context

Claude Haiku 5.5

Anthropic's ultra-efficient subagent model with up to 90% price cut for high-frequency extraction, agentic routing, and classification.

Input / Output:
$0.1 / $0.5
View Specs →
Anthropic200K Context

Claude Haiku 4.5

Near-instantaneous lightweight intelligence for high-frequency extraction, classification, and chat.

Input / Output:
$1 / $5
View Specs →
OpenAI1.2M Context

GPT-6.1 Sol

OpenAI's balanced next-generation workhorse with $2 input / $10 output efficiency and 1.2M context window.

Input / Output:
$2 / $10
View Specs →
OpenAI500K Context

GPT-6 Luna

Ultra-fast, lowest-cost reasoning model ($0.10/M input, $0.50/M output) for high-frequency agentic loops and real-time classification.

Input / Output:
$0.1 / $0.5
View Specs →
OpenAI1.1M Context

GPT-5.6 Sol

High-efficiency frontier reasoning engine with 1.1M context and promotional high-throughput pricing.

Input / Output:
$4 / $20
View Specs →
OpenAI1.05M Context

GPT-5.6 Terra

Balanced mid-tier reasoning and agentic engine optimized for cost-effective enterprise workflows.

Input / Output:
$2 / $12
View Specs →
OpenAI1.05M Context

GPT-5.6 Luna

Ultra-fast low-latency frontier reasoning engine built for high-throughput operational pipelines.

Input / Output:
$0.2 / $1.2
View Specs →
OpenAI400K Context

GPT-5.1 Mini

Budget-tier inference engine with 400K context and 128K max output.

Input / Output:
$0.25 / $2
View Specs →
Google2M Context

Gemini 4 Argon

Google's frontier autonomous model with groundbreaking 1M output tokens, defensive cybersecurity, and software engineering capabilities.

Input / Output:
$2 / $10
View Specs →
Google1M Context

Gemini 3.8 Flash

Google's latest high-performance multimodal Flash model with 1M context window and introductory pricing.

Input / Output:
$0.75 / $3.75
View Specs →
Google1M Context

Gemini 3.1 Pro

Google's premier reasoning and multimodal intelligence engine with 1M native context and 200K tiered pricing.

Input / Output:
$2 / $12
View Specs →
Google1M Context

Gemini 3.1 Flash-Lite

Ultra-low-latency multimodal model built for high-throughput mobile and streaming applications.

Input / Output:
$0.25 / $1.5
View Specs →
xAI500K Context

Grok 4.5

xAI's frontier model with 500K context, real-time live search, and enhanced reasoning.

Input / Output:
$2 / $6
View Specs →
xAI1M Context

Grok 4.3

High-efficiency model with 1M context and real-time knowledge retrieval.

Input / Output:
$1.25 / $2.5
View Specs →
DeepSeek1M Context

DeepSeek V4-Pro

State-of-the-art open reasoning model offering frontier math, code, and agent performance.

Input / Output:
$0.435 / $0.87
View Specs →
DeepSeek1M Context

DeepSeek V4-Flash

Ultra-economical high-speed inference engine with 1M context and 384K output window.

Input / Output:
$0.14 / $0.28
View Specs →
Meta (via providers)1M Context

Llama 4 Maverick

Leading open-weights frontier model for private, self-hosted or cloud inference.

Input / Output:
$0.2 / $0.6
View Specs →
Anthropic200K Context

Claude Sonnet 4.6

The industry benchmark for software engineering, deep architectural refactoring, and agentic tool use.

Input / Output:
$3 / $15
View Specs →
Anthropic200K Context

Claude Opus 4.7

Frontier intelligence for open-ended research, deep writing, and nuanced problem solving.

Input / Output:
$5 / $25
View Specs →
OpenAI1M Context

GPT-5.5

OpenAI's frontier model combining deep reasoning and general multimodal intelligence.

Input / Output:
$5 / $30
View Specs →
OpenAI128K Context

GPT-5.5 Mini

Cost-optimized, lightning-fast model for high-throughput production pipelines.

Input / Output:
$0.15 / $0.6
View Specs →
DeepSeek64K Context

DeepSeek V4

Industry-disrupting reasoning model offering frontier-grade performance at sub-cent rates.

Input / Output:
$0.14 / $0.28
View Specs →
xAI256K Context

Grok 4

xAI's frontier model optimized for real-time knowledge synthesis and live data retrieval.

Input / Output:
$1.25 / $2.5
View Specs →

📚 Guides & Reference Materials

Claude API Pricing: Sonnet vs Opus Costs

A detailed breakdown of Anthropic's Claude API pricing, comparing the cost-efficiency of Claude Sonnet 4.6 against Claude Opus 4.7.

Google Gemini API Pricing Guide (2026): Gemini 4 Argon, 3.1 Pro & 3.8 Flash Costs

Comprehensive 2026 pricing breakdown for Google's Gemini API lineup, featuring the newly launched Gemini 4 Argon, Gemini 3.1 Pro, and Gemini 3.8 Flash.

GPT Token Pricing: How to Calculate True AI Costs

What is a token? Learn how OpenAI, Anthropic, and Google calculate token pricing and how to accurately predict your API bills.

GPT vs Claude Cost Comparison: Which API is Cheaper?

A direct pricing comparison between OpenAI GPT-5.5 and Anthropic Claude Sonnet 4.6 APIs using real token costs and prompt caching analytics.

How to Reduce LLM Costs: 5 Proven Strategies

Is your OpenAI or Anthropic API bill getting out of hand? Learn 5 actionable architectural tricks to slash your LLM API expenses by up to 80%.

OpenAI API Pricing Explained: How Much Does GPT Cost?

A complete guide to OpenAI API pricing, breaking down the true costs of GPT-5.5, GPT-5.5 Mini, and prompt caching.

❓ Frequently Asked Questions

How does LLM pricing work?

Most LLM APIs charge based on 'tokens' (word pieces). You pay separate rates for Input tokens (prompts you send) and Output tokens (replies generated by the model). Many providers also support prompt caching, which reduces input rates for repeated prompts.

What is a token?

A token is a fraction of a word. As a rule of thumb, 100 English words represent roughly 130 to 140 tokens. Most modern API providers bill their services per 1 million (1M) input or output tokens.