Models

Which AI model should you use?

186 models with live API prices, independent benchmarks and real usage. Filter by what you're building and see your monthly cost.

Prices tracked from the official pages of

  • OpenAI
  • Anthropic
  • Google
  • xAI
  • Mistral
  • DeepSeek
  • Perplexity
  • Groq

Compare AI models

Every model, ranked for your use case

Pick a use case, set your volume, and compare quality against what you'll actually pay.

What are you building?

Build software

Create media

Run in production

Estimate your monthly bill

Every token-priced card shows its cost for this workload.

Our picks

Based on Artificial Analysis scores and your workload estimate

Top performer

Intelligence
58.4top 1%
Est. / month
$686

Highest Intelligence score among the models in view.

Best value

Intelligence
36.2top 37%
Est. / month
$17.30

Most Intelligence per dollar — about 40× cheaper than the top performer.

Budget pick

Intelligence
51top 16%
Est. / month
$171.50

Cheapest model that still scores above the median on Intelligence.

174 models · sorted by best fit

Share this view
Anthropic#5 most used

Claude Opus 5.5

Frontier

Intelligence

58.4

top 1%

Web design

1325 Elo

#5 of 172

UI components

1378 Elo

#3 of 157

Input

$4

Cached input

$0.20

Output

$20

per 1M tokens · Standard

Est. monthly cost$686

686× the cheapest in view

Batch −50%Fast mode +100%
Backend developmentFrontend developmentUI / UX designPlanning & reasoningAgents & automation
Frontier

Intelligence

56.9

top 4%

Coding

77.1

top 5%

Agentic

51

top 9%

Input

$10

Cached input

$1

Output

$50

per 1M tokens · Standard

Est. monthly cost$1,730

1730× the cheapest in view

Batch −50%Fast +100%Ultrafast +500%
Backend developmentFrontend developmentUI / UX designPlanning & reasoningAgents & automation
OpenAI#11 most used

gpt-6.1-sol

Balanced

Intelligence

54.5

top 8%

Web design

1314 Elo

#9 of 172

UI components

1342 Elo

#8 of 157

Input

$2

Cached input

$0.10

Output

$10

per 1M tokens · Standard

Est. monthly cost$343

343× the cheapest in view

Batch −50%Fast +100%Ultrafast +500%
Backend developmentFrontend developmentAgents & automationChatbots & support
Anthropic#16 most used

Claude Sonnet 5.5

Balanced

Intelligence

54.2

top 10%

Web design

1321 Elo

#7 of 172

UI components

1375 Elo

#4 of 157

Input

$2

Cached input

$0.10

Output

$10

per 1M tokens · Standard

Est. monthly cost$343

343× the cheapest in view

Batch −50%
Backend developmentFrontend developmentAgents & automationChatbots & support
Balanced

Intelligence

51

top 16%

Input

$1

Cached input

$0.05

Output

$5

per 1M tokens · Standard

Est. monthly cost$171.50

172× the cheapest in view

Batch −50%Fast +100%
Backend developmentFrontend developmentAgents & automationChatbots & support
Google

Gemini 4 Argon

Frontier

Our flagship reasoning model, built for complex software engineering, deep mathematical and scientific problem solving, autonomous multi-step agents, and long-decode generation up to 1M tokens.

Intelligence

50.4

top 18%

Web design

1315 Elo

#8 of 172

UI components

1332 Elo

#14 of 157

Input

$2

Cached input

$0.10

Output

$10

per 1M tokens · Standard

Est. monthly cost$343

343× the cheapest in view

Batch −50%Flex −50%Priority +80%Contributor −50%
Backend developmentFrontend developmentUI / UX designPlanning & reasoningAgents & automation
Frontier

Intelligence

49.7

top 23%

Coding

81.6

top 1%

Agentic

57.9

top 1%

Input

$10

Cached input

$0.25

Output

$50

per 1M tokens · Standard

Est. monthly cost$1,708

1708× the cheapest in view

Batch −50%
Backend developmentFrontend developmentUI / UX designPlanning & reasoningAgents & automation
Anthropic#17 most used

Claude Haiku 5.5

Efficient

Intelligence

36.2

top 37%

Web design

1262 Elo

#39 of 172

UI components

1278 Elo

#27 of 157

Input

$0.10

Cached input

$0.01

Output

$0.50

per 1M tokens · Standard · for prompts up to 100,000 tokens

Est. monthly cost$17.30

17× the cheapest in view

Batch −50%
Chatbots & supportHigh-volume tasks
Frontier

Intelligence

35

top 44%

Web design

1248 Elo

#47 of 172

UI components

1266 Elo

#36 of 157

Input

$2

Cached input

$0.50

Output

$6

per 1M tokens · Standard · < 200k prompt tokens

Est. monthly cost$275

275× the cheapest in view

500K context
Backend developmentFrontend developmentUI / UX designPlanning & reasoningAgents & automation
Googlefree tier

Gemini 3.8 Flash

Balanced

Our most intelligent Flash model, engineered for long-horizon software engineering, autonomous agents, and complex enterprise workflows.

Intelligence

30.5

top 49%

Coding

76.3

top 9%

Agentic

40.2

top 28%

Input

$0.75

Cached input

$0.075

Output

$3.75

per 1M tokens · Standard

Est. monthly cost$129.75

130× the cheapest in view

Batch −50%Flex −50%Priority +80%Contributor −50%
Backend developmentFrontend developmentAgents & automationChatbots & support
OpenAI#3 most used

gpt-6-luna

Efficient

Intelligence

27.8

top 62%

Input

$0.10

Cached input

$0.01

Output

$0.50

per 1M tokens · Standard

Est. monthly cost$17.30

17× the cheapest in view

Batch −50%Fast +100%
Chatbots & supportHigh-volume tasks
DeepSeek

DeepSeek-V4-Pro

Frontier

Intelligence

23.1

Coding

68.8

Agentic

41.3

Input

$1.32

Cached input

$0.044

Output

$3.96

per 1M tokens · Standard

Est. monthly cost$172.92

173× the cheapest in view

1M contextOff-peak −50%
Backend developmentFrontend developmentUI / UX designPlanning & reasoningAgents & automation
Groqpreview

Qwen/Qwen3.8-27B

Efficient

Intelligence

20.1

top 77%

Coding

68.1

top 28%

Agentic

45.8

top 19%

Input

$0.80

Cached input

—

Output

$4

per 1M tokens · Standard

Est. monthly cost$160

160× the cheapest in view

131K context450 tokens/s
Chatbots & supportHigh-volume tasks
Googlefree tier

Gemini 3.5 Flash-Lite

Efficient

A cost-efficient model, optimized for high-volume agentic tasks, translation, and simple data processing.

Intelligence

11.7

top 92%

Coding

49.3

top 51%

Agentic

14.3

top 64%

Input

$0.30

Cached input

$0.03

Output

$2.50

per 1M tokens · Standard

Est. monthly cost$71.90

72× the cheapest in view

Batch −50%Flex −50%Priority +80%Contributor −50%
Agents & automationChatbots & supportHigh-volume tasks
Mistral

Mistral Small 4

Balanced

Intelligence

4.3

top 100%

Coding

26.6

top 73%

Agentic

1.2

top 85%

Input

$0.15

Cached input

—

Output

$0.60

per 1M tokens · Standard

Est. monthly cost$27

27× the cheapest in view

Backend developmentFrontend developmentAgents & automationChatbots & support
Frontier

Input

$0.02

Cached input

—

Output

$0

per 1M tokens · Standard

Est. monthly cost$2

2.0× the cheapest in view

High-volume tasks
Mistral

Mistral Large 3

Frontier

Coding

20.1

top 83%

Agentic

1

top 90%

Web design

1162 Elo

#103 of 172

Input

$0.50

Cached input

—

Output

$1.50

per 1M tokens · Standard

Est. monthly cost$80

80× the cheapest in view

Backend developmentFrontend developmentUI / UX designPlanning & reasoningAgents & automation
Mistral

Mistral Large 4

Frontier

Input

$0.70

Cached input

$0.07

Output

$2.10

per 1M tokens · Standard

Est. monthly cost$93.10

93× the cheapest in view

Backend developmentFrontend developmentUI / UX designPlanning & reasoningAgents & automation
Googlefree tierpreview

Gemini Robotics ER 2 Preview

Frontier

Gemini Robotics ER 2, short for Gemini Robotics Embodied Reasoning 2, is a vision-language model endpoint that enables robots to understand their environments precisely, supporting agentic orchestration of robots, video progress understanding, multi-robot collaboration, and advanced spatial reasoning.

Input

$1

Cached input

$0.10

Output

$5

per 1M tokens · Standard

Est. monthly cost$173

173× the cheapest in view

Batch −50%
Agents & automation
Mistral

Z.ai GLM 5.3

Frontier

Input

$1.40

Cached input

$0.14

Output

$4.40

per 1M tokens · Standard

Est. monthly cost$190.20

190× the cheapest in view

Backend developmentFrontend developmentUI / UX designPlanning & reasoningAgents & automation
Googlefree tierpreview

Gemini Robotics ER 2 Streaming Preview

Frontier

Gemini Robotics ER 2 Streaming is a vision-language model endpoint for robotics optimized for real-time text streaming using the Live API. It accepts text, image, video, and audio input and supports bidirectional streaming with function calling.

Input

$1

Cached input

—

Output

$5

per 1M tokens · Standard

Est. monthly cost$200

200× the cheapest in view

Agents & automation
Frontier

Coding

72.4

top 17%

Agentic

41.2

top 26%

Web design

1280 Elo

#27 of 172

Input

$2

Cached input

$0.30

Output

$6

per 1M tokens · Standard · < 200k prompt tokens

Est. monthly cost$269

269× the cheapest in view

500K context
Backend developmentFrontend developmentUI / UX designPlanning & reasoningAgents & automation
Frontier

Coding

76.8

top 6%

Agentic

53

top 6%

Web design

1288 Elo

#23 of 172

Input

$2

Cached input

$0.50

Output

$6

per 1M tokens · Standard · < 200k prompt tokens

Est. monthly cost$275

275× the cheapest in view

500K context
Backend developmentFrontend developmentUI / UX designPlanning & reasoningAgents & automation
Googlefree tier

Gemini 2.5 Pro

Frontier

A Pro model which excels at coding and complex reasoning tasks.

Coding

33.3

top 68%

Agentic

1.6

top 81%

Web design

1165 Elo

#100 of 172

Input

$1.25

Cached input

$0.125

Output

$10

per 1M tokens · Standard

Est. monthly cost$291.25

291× the cheapest in view

Batch −50%Flex −50%Priority +80%
Backend developmentFrontend developmentUI / UX designPlanning & reasoningAgents & automation

Not sure where to begin?

Answer 3 questions, get a model and a plan.

What you want to build, how much you code and your budget: you'll get the exact tools and the model to use.

Step 1 of 3

What are you building?

AI 101

New to AI? Six words that explain everything here

No jargon. Read this once and every page on AgentCost will make sense.

AI model

The “brain”. You send it text (or images, audio) and it sends back an answer. GPT, Claude, Gemini and DeepSeek are model families.

“Summarize this email” → a summary.

AI agent

A model plus tools and a loop: it plans, takes actions (edit files, browse, call APIs), checks results and keeps going until the task is done.

“Add a login page” → it writes code, runs it, fixes errors.

API

How your app talks to a model. You pay per use instead of a monthly seat, which is why your volume decides the bill.

Your support page sends each question to the model's API.

Tokens

The unit models are billed in — roughly ¾ of a word. Prices are “per 1M tokens”, with input (what you send) and output (what it writes) priced separately.

A 750-word article ≈ 1,000 tokens.

Context window

How much the model can read at once — its short-term memory. Bigger windows fit whole codebases or long documents in one request.

1M tokens ≈ several novels at once.

Benchmark

A standardized test that scores models on the same tasks, so you can compare quality fairly instead of trusting marketing.

Coding Index: how well a model solves real coding tasks.

Model or agent? The quick rule

You want an answer, text or a classification

→ A model

Call its API, or chat with it

You want a task done end-to-end

→ An agent

Use a ready agent or build one with a framework

You don't code and want a working app

→ An app-builder agent

Describe it, iterate by chatting

You want to cut cost

→ A smaller model

Use the “Best value” sort and test on real data

Usage trends

What developers are actually running

Real token volume across apps routed through OpenRouter (2026-10-29 – 2026-10-29). Not a survey — what production traffic is choosing right now.

Most-used models right now

Tokens processed in the latest ranking window.

  1. 158.3T
  2. 2
    glm-5.3-flashz-ai
    15.6T
  3. 311.4T
  4. 4
    hy4-previewtencent
    9.2T
  5. 57.8T
  6. 6
    deepseek-v4-flashdeepseek
    6.8T
  7. 7
    step-5-previewstepfun
    5.9T
  8. 8
    glm-5.3z-ai
    4.9T
  9. 9
    minimax-m3.1-flashminimax
    4.1T
  10. 10
    nemotron-3-ultra-550b-a55bnvidia
    3.9T

Top AI apps by tokens this week

The tools developers build with every day.

  • H
    Hermes Agent14T tokens

    Hermes Agent is an open-source, self-improving AI agent by Nous Research that runs persistently with memory across sessions, and builds reusable skills from experience. It comes with 40+ built-in tools, including web search, browser automation, and vision, plus scheduled automations and subagents.

  • C
    Claude Code12.4T tokens

    Claude Code is Anthropic's agentic coding tool that reads your entire codebase, plans and executes changes across files, runs tests, and iterates on failures, all from natural language prompts.

  • P
    pi6.3T tokens

    There are many coding agents, but this one is yours.

  • C
    Codex5.6T tokens

    A coding agent that helps you build and ship with AI

  • K
    Kilo Code5T tokens

    Kilo Code is an open-source AI coding agent that works across VS Code, JetBrains, and CLI to help developers ship code faster with agentic workflows.

  • O
    OpenClaw3.2T tokens

    OpenClaw is an open-source AI agent that connects to your messaging apps and takes real actions on your behalf, from running commands and browsing the web to managing files and sending emails.

  • D
    DeepSeek Harness2.2T tokens
  • O
    omp2.1T tokens

Methodology

Sources, not opinions

Where do the prices come from?+

Straight from each provider's official pricing page, re-checked every few hours. Every model's “All prices” panel links the exact page it came from. If a page changes and our reader breaks, we keep showing the last verified prices and mark the provider below.

Where do the scores come from?+

We don't run benchmarks and never make up numbers. Intelligence, Coding and Agentic scores are Artificial Analysis's independent indexes; web and UI design scores are Design Arena's crowd-voted Elo ratings; “most used” ranks are real token volume from OpenRouter. Each is linked below.

How are “Our picks” chosen?+

From the models currently in view: the top performer has the highest score on the benchmark that fits your use case; best value has the most score per dollar among above-median models; the budget pick is the cheapest model that still scores above the median. Change filters or your workload and the picks update.

What do Frontier, Balanced and Efficient mean?+

A model's position in its own provider's lineup, read from the model family (Opus/Sonnet/Haiku, Pro/Flash/Lite, -mini…) and its price. It's a quick orientation aid — for actual quality, use the benchmark scores.

How is the monthly cost estimated?+

Your monthly input and output tokens × the model's per-million-token prices, with the cached share of input charged at the cache-read rate. It excludes tool fees, search grounding, images and taxes — always confirm on the provider's page before committing budget.

Is AgentCost affiliated with any AI provider?+

No. It's independent and free to use. No provider pays for placement or rankings.

Benchmark & usage sources

  • Artificial Analysis

    Independent Intelligence, Coding and Agentic indexes

  • Design Arena

    Crowd-voted Elo for websites, UI components and other design tasks

  • OpenRouter

    Real token usage across apps routed through OpenRouter

Pricing data status

Community

Built for builders, shaped by them

Every testimonial is verified by hand before it's published.

Reach the developer

Built by one developer. Every message gets read.

Spotted a wrong price, want a provider added, or have an idea that would make this more useful for your team? Partnerships and collaborations are welcome too.