The Global AI Market Intelligence Platform

See what's hot.
Know what's changing.
Act before the market moves.

Track AI model prices, token costs, inference trends, market heat and performance signals across the global AI economy.

Explore AI Markets View Model Indexes Read latest reports →

hoton://terminal

LIVE

HOTN-GTI

Global AI Token Price Index

4.8$/1M

+0.0%

30D Low

4.75

30D High

9.00

Models

120

Top Mover

MINIMAX-M1+11.9%

Models Tracked

120

Providers Covered

Global Token Price Index

4.75+0.0%

Model Efficiency Index

89.8−2.0%

Live marketModels120Providers32Avg price$4.75/1MCheapest$0.01/1MMultimodal61Token Price Index4.75+0.0%Data updated Jun 6, 2026

00Why HotON

AI is becoming a global market.
HotON.ai helps you read it.

Models are changing. Prices are moving. Compute costs are shifting. HotON.ai turns fragmented AI signals into structured market intelligence.

Model Price Tracking

Monitor API prices, token costs, context limits and pricing changes across leading AI models.

AI Market Heat

Discover which models, providers, regions and categories are gaining momentum in real time.

Inference Cost Intelligence

Compare the real cost of running AI tasks across models, regions and infrastructure conditions.

Model Efficiency Index

Measure models not only by price, but by speed, stability, output quality and task success cost.

01The AI Market Dashboard

A real-time view of the global AI market

From model prices and usage trends to availability, latency and market heat — the whole AI economy on one screen.

Trending Models

Live

ModelProvider7D TrendOut / 1MHeat

MINIMAX-M1

MiniMax

$2.20

+11.9%

CLAUDE-OPUS-4.

Anthropic

$25.00

+11.8%

MINIMAX-M2.5

MiniMax

$1.15

+10.7%

GPT-5.4-NANO

OpenAI

$1.25

+10.0%

KIMI-K2.5

Moonshot

$1.90

+9.8%

Price Movers

24H

QWEN3.6-PLUS−31.6%

NOVA-2-LITE-V1−31.4%

MISTRAL-LARGE-−30.5%

MISTRAL-SMALL-−30.3%

HERMES-4-70B−29.1%

Latency Watch

tok/s

GEMINI-3.1-FLA

172

CLAUDE-SONNET-

172

ERNIE-4.5-VL-4

172

INFLECTION-3-P

171

DEVSTRAL-2512

170

Availability Signals

Live

DEEPSEEK-V4-FL

100.0%

DEEPSEEK-V4-PR

100.0%

QWEN3.6-FLASH

100.0%

LLAMA-4-MAVERI

100.0%

LLAMA-4-SCOUT

100.0%

New Model Launches

Recent

NewGemini 3 Pro

UpdatedClaude Opus 4.8

NewDeepSeek V4

PreviewQwen3 Max

UpdatedKimi k2

Category Heat

Momentum by category

Reasoning

+6.4%

Agentic

+9.1%

Multimodal

+4.2%

Code

+2.7%

Open Source

+5.5%

Audio / Video

+3.3%

02Model Prices

Track the price of intelligence

AI pricing is no longer simple. HotON.ai helps builders, enterprises and investors understand how model costs move across providers and categories.

Input Token PriceOutput Token PriceContext Window CostMultimodal PricingEnterprise API Pricing

Model Price Board

$ / 1M tokens

Model	Region	Input	Output	Ctx	Δ
DEEPSEEK-V4-FL DeepSeek	CN	$0.10	$0.20	1049K	−26.3%
DEEPSEEK-V4-PR DeepSeek	CN	$0.44	$0.87	1049K	+4.6%
QWEN3.6-FLASH Alibaba	CN	$0.19	$1.13	1000K	−24.9%
NEMOTRON-3-SUP NVIDIA	US	$0.09	$0.45	1000K	−23.9%
LLAMA-4-MAVERI Meta	US	$0.15	$0.60	1049K	−11.9%
LLAMA-4-SCOUT Meta	US	$0.08	$0.30	10000K	+5.8%
GEMINI-3.1-FLA Google	US	$0.25	$1.50	1049K	−10.0%
GEMINI-2.5-FLA Google	US	$0.10	$0.40	1049K	−0.8%
MINIMAX-01 MiniMax	CN	$0.20	$1.10	1000K	+8.0%
MIMO-V2.5 Xiaomi	CN	$0.14	$0.28	1049K	−5.8%
MIMO-V2.5-PRO Xiaomi	CN	$0.44	$0.87	1049K	+2.6%
MINIMAX-M3 MiniMax	CN	$0.30	$1.20	1049K	−6.1%
QWEN3.5-PLUS-2 Alibaba	CN	$0.30	$1.80	1000K	−6.0%
NOVA-2-LITE-V1 Amazon	US	$0.30	$2.50	1000K	−31.4%
GEMINI-2.5-FLA Google	US	$0.30	$2.50	1049K	−9.5%
GROK-4.3 xAI	US	$1.25	$2.50	1000K	−8.7%
QWEN3.6-PLUS Alibaba	CN	$0.33	$1.95	1000K	−31.6%
NEMOTRON-3-ULT NVIDIA	US	$0.50	$2.50	1000K	−25.9%
QWEN3.7-PLUS Alibaba	CN	$0.40	$1.60	1000K	−21.4%
MINIMAX-M1 MiniMax	CN	$0.40	$2.20	1000K	+11.9%
PALMYRA-X5 Writer	US	$0.60	$6.00	1040K	−26.9%
QWEN3.7-MAX Alibaba	CN	$1.25	$3.75	1000K	−3.1%
GEMINI-3.5-FLA Google	US	$1.50	$9.00	1049K	−8.3%
GEMINI-2.5-PRO Google	US	$1.25	$10.00	1049K	+7.2%
GPT-5.4-NANO OpenAI	US	$0.20	$1.25	400K	+10.0%
NOVA-LITE-V1 Amazon	US	$0.06	$0.24	300K	−28.9%
KIMI-K2.5 Moonshot	CN	$0.40	$1.90	262K	+9.8%
MINISTRAL-14B- Mistral	EU	$0.20	$0.20	262K	−17.7%
MINIMAX-M2 MiniMax	CN	$0.26	$1.00	205K	+2.9%
RING-2.6-1T InclusionAI	CN	$0.08	$0.63	262K	−28.2%
MISTRAL-SMALL- Mistral	EU	$0.15	$0.60	262K	−30.3%
MIMO-V2-FLASH Xiaomi	CN	$0.10	$0.30	262K	−18.3%
MINIMAX-M2.1 MiniMax	CN	$0.29	$0.95	205K	+2.6%
SEED-2.0-LITE ByteDance	CN	$0.25	$2.00	262K	−3.3%
QWEN3.5-9B Alibaba	CN	$0.04	$0.15	262K	+6.0%
LING-2.6-FLASH InclusionAI	CN	$0.01	$0.03	262K	−15.6%
SEED-2.0-MINI ByteDance	CN	$0.10	$0.40	262K	+5.2%
CODESTRAL-2508 Mistral	EU	$0.30	$0.90	256K	−24.2%
SEED-1.6 ByteDance	CN	$0.25	$2.00	262K	−27.8%
QWEN3.6-35B-A3 Alibaba	CN	$0.14	$1.00	262K	−11.6%
STEP-3.5-FLASH StepFun	CN	$0.09	$0.30	262K	−21.8%
NEMOTRON-3-NAN NVIDIA	US	$0.05	$0.20	262K	+0.6%
SEED-1.6-FLASH ByteDance	CN	$0.08	$0.30	262K	−2.0%
GLM-4.7-FLASH Zhipu	CN	$0.06	$0.40	203K	−20.7%
NOVA-PREMIER-V Amazon	US	$2.50	$12.50	1000K	−28.8%
LING-2.6-1T InclusionAI	CN	$0.08	$0.63	262K	−16.0%
STEP-3.7-FLASH StepFun	CN	$0.20	$1.15	256K	−7.4%
MISTRAL-LARGE- Mistral	EU	$0.50	$1.50	262K	−30.5%
GEMMA-4-26B-A4 Google	US	$0.06	$0.33	262K	+8.8%
GEMMA-4-31B-IT Google	US	$0.12	$0.36	262K	−7.9%
LLAMA-3.3-70B- Meta	US	$0.10	$0.32	131K	−8.9%
GRANITE-4.1-8B IBM	US	$0.05	$0.10	131K	+7.4%
QWEN3.6-27B Alibaba	CN	$0.29	$3.20	262K	−10.4%
KIMI-K2.6 Moonshot	CN	$0.68	$3.42	262K	−7.3%
MINIMAX-M2.7 MiniMax	CN	$0.28	$1.20	205K	−7.2%
GPT-5.4-MINI OpenAI	US	$0.75	$4.50	400K	+9.6%
LFM-2-24B-A2B Liquid	US	$0.03	$0.12	128K	+6.3%
CLAUDE-SONNET- Anthropic	US	$3.00	$15.00	1000K	−12.9%
MINIMAX-M2.5 MiniMax	CN	$0.15	$1.15	205K	+10.7%
SOLAR-PRO-3 Upstage	US	$0.15	$0.60	128K	−9.4%
GLM-4.6V Zhipu	CN	$0.30	$0.90	131K	−4.2%
TRINITY-MINI Arcee	US	$0.05	$0.15	131K	−8.2%
DEEPSEEK-V3.2 DeepSeek	CN	$0.23	$0.34	131K	−3.9%
OLMO-3-32B-THI AllenAI	US	$0.15	$0.50	66K	−3.1%
PHI-4-MINI-INS Microsoft	US	$0.08	$0.35	131K	+8.7%
LLAMA-3.3-NEMO NVIDIA	US	$0.10	$0.40	131K	+2.4%
DEVSTRAL-2512 Mistral	EU	$0.40	$2.00	262K	−13.4%
KIMI-K2-0905 Moonshot	CN	$0.60	$2.50	262K	−14.0%
HERMES-4-70B Nous	US	$0.13	$0.40	131K	−29.1%
DEEPSEEK-CHAT- DeepSeek	CN	$0.21	$0.79	164K	−23.1%
ERNIE-4.5-VL-2 Baidu	CN	$0.14	$0.56	131K	−12.4%
GLM-4.5-AIR Zhipu	CN	$0.13	$0.85	131K	−21.0%
GLM-4-32B Zhipu	CN	$0.10	$0.10	128K	−5.7%
UI-TARS-1.5-7B ByteDance	CN	$0.10	$0.20	128K	+1.1%
HUNYUAN-A13B-I Tencent	CN	$0.14	$0.57	131K	+0.9%
ERNIE-4.5-VL-4 Baidu	CN	$0.42	$1.25	131K	−4.1%
MISTRAL-SMALL- Mistral	EU	$0.08	$0.20	128K	+4.2%
NEMOTRON-NANO- NVIDIA	US	$0.04	$0.16	131K	−9.0%
GEMMA-3N-E4B-I Google	US	$0.06	$0.12	33K	−22.3%
SPOTLIGHT Arcee	US	$0.18	$0.18	131K	−21.8%
VIRTUOSO-LARGE Arcee	US	$0.75	$1.20	131K	−10.1%
REKA-FLASH-3 Reka	US	$0.10	$0.20	66K	−10.7%
DEEPSEEK-R1-DI DeepSeek	CN	$0.29	$0.29	128K	−4.8%
SONAR Perplexity	US	$1.00	$1.00	127K	−27.3%
COMMAND-R7B-12 Cohere	US	$0.04	$0.15	128K	+0.4%
DEEPSEEK-R1-05 DeepSeek	CN	$0.50	$2.15	164K	+7.9%
NOVA-MICRO-V1 Amazon	US	$0.04	$0.14	128K	−13.5%
NOVA-PRO-V1 Amazon	US	$0.80	$3.20	300K	−7.0%
LLAMA-3.2-3B-I Meta	US	$0.05	$0.34	131K	−13.2%
DEEPSEEK-V3.1- DeepSeek	CN	$0.27	$0.95	164K	−17.2%
DEEPSEEK-R1-DI DeepSeek	CN	$0.70	$0.80	131K	+7.0%
VOXTRAL-SMALL- Mistral	EU	$0.10	$0.30	32K	−18.3%
GRANITE-4.0-H- IBM	US	$0.02	$0.11	131K	−9.1%
GLM-5.1 Zhipu	CN	$0.98	$3.08	203K	+6.7%
GLM-4.5V Zhipu	CN	$0.60	$1.80	66K	−1.7%
CLAUDE-3.5-HAI Anthropic	US	$0.80	$4.00	200K	−2.5%
CODER-LARGE Arcee	US	$0.50	$0.80	33K	−6.6%
GLM-5-TURBO Zhipu	CN	$1.20	$4.00	203K	−21.3%
CLAUDE-HAIKU-4 Anthropic	US	$1.00	$5.00	200K	−13.4%
MAESTRO-REASON Arcee	US	$0.90	$3.30	131K	−14.9%
GLM-5V-TURBO Zhipu	CN	$1.20	$4.00	203K	−13.6%
MINIMAX-M2-HER MiniMax	CN	$0.30	$1.20	66K	−12.9%
PHI-4 Microsoft	US	$0.07	$0.14	16K	+7.9%
REKA-EDGE Reka	US	$0.10	$0.10	16K	−24.2%
JAMBA-LARGE-1. AI21	US	$2.00	$8.00	256K	−4.2%
MISTRAL-MEDIUM Mistral	EU	$1.50	$7.50	262K	−2.6%
SONAR-REASONIN Perplexity	US	$2.00	$8.00	128K	−27.5%
SONAR-DEEP-RES Perplexity	US	$2.00	$8.00	128K	−26.9%
COMMAND-A Cohere	US	$2.50	$10.00	256K	+5.5%
GPT-5.3-CODEX OpenAI	US	$1.75	$14.00	400K	−19.8%
GPT-5.2-CODEX OpenAI	US	$1.75	$14.00	400K	+0.7%
INFLECTION-3-P Inflection	US	$2.50	$10.00	8K	−16.1%
CLAUDE-OPUS-4. Anthropic	US	$5.00	$25.00	1000K	+11.8%
INFLECTION-3-P Inflection	US	$2.50	$10.00	8K	−22.9%
SONAR-PRO Perplexity	US	$3.00	$15.00	200K	−7.3%
GPT-5.3-CHAT OpenAI	US	$1.75	$14.00	128K	+9.0%
SONAR-PRO-SEAR Perplexity	US	$3.00	$15.00	200K	−13.3%
GPT-5.5-PRO OpenAI	US	$30.00	$180.00	1050K	−13.1%
GPT-5.4-PRO OpenAI	US	$30.00	$180.00	1050K	−8.8%
GPT-5.5 OpenAI	US	$5.00	$30.00	1050K	−24.3%

Token Cost Calculator

DEMO

Model

▾

Input tokens / request

Output tokens / request

Requests / day

Cost / request

$0.000

Est. cost / month

$192.00

Cheapest for this workload: LING-2.6-FLASH — $22.80/mo (save $169.20)

View all →

03AI Market Indexes

AI indexes for a new computing economy

Structured benchmarks for AI model prices, efficiency, inference cost and market momentum. News gets copied — indexes don't.

HOTN-GTI

Global AI Token Price Index

+0.0%

4.8$/1M

Benchmark for model usage cost across major providers.

HOTN-CN

China AI Model Price Index

+0.0%

1.0$/1M

Pricing trend across China-based model providers.

HOTN-US

US AI Model Price Index

+0.0%

8.3$/1M

Pricing changes across leading US AI companies.

HOTN-ICX

AI Inference Cost Index

+0.0%

5.2pts

Cost of completing real AI tasks end to end.

HOTN-EFF

Model Efficiency Index

−2.0%

89.8/100

Price, quality, speed and reliability combined.

HOTN-MMX

Multimodal AI Cost Index

+0.0%

7.9$/1M

Cost of image, video, audio and multimodal output.

View all →

04Efficiency Ranking

Price is only one part of the story.
Efficiency tells the truth.

The cheapest model is not always the most efficient. HotON.ai compares models by total task cost, success rate, speed, stability and output quality.

#	Model	Cost / Task	Speed	Stability	Quality	Efficiency
01	DEEPSEEK-V4-FL DeepSeek	$0.000	120 t/s	100.0%	A+	96
02	DEEPSEEK-V4-PR DeepSeek	$0.001	121 t/s	100.0%	A+	96
03	QWEN3.6-FLASH Alibaba	$0.001	145 t/s	100.0%	A+	96
04	NEMOTRON-3-SUP NVIDIA	$0.000	152 t/s	96.5%	A+	96
05	LLAMA-4-MAVERI Meta	$0.001	158 t/s	100.0%	A+	96
06	LLAMA-4-SCOUT Meta	$0.000	140 t/s	100.0%	A+	96
07	GEMINI-3.1-FLA Google	$0.001	172 t/s	99.5%	A+	96

Find the model that actually delivers the best result for the cost.

05Inference Cost Map

Where is AI cheaper to run?

AI costs are shaped by more than model prices. Region, compute supply, energy cost, latency and availability all matter.

Regional Inference Cost

Index · lower = cheaper

China · NorthCheap

41−7.2%

India · WestCheap

46−5.1%

NordicsCheap

52−3.8%

US · WestStable

68−0.6%

SingaporeRising

71+2.4%

US · EastStable

74+0.9%

EU · WestRising

79+3.6%

Middle EastTight

83+5.9%

View all →

Global Compute Network

Live

US-W 68

US-E 74

EU-N 52

EU-W 79

ME 83

IN 46

CN-N 41

Cheap Rising Tight

Regional Cost Signals

Compare inference cost patterns across global regions.

Compute Availability

Understand where AI infrastructure capacity is becoming more attractive.

Energy-Aware AI

Track how energy conditions may influence compute and inference pricing.

Time-Based Cost Windows

Discover when certain regions may become more cost-efficient for AI workloads.

HotON.ai helps the market understand the geography of AI cost.

06AI Market Radar

The signals that actually matter

Model launches, pricing changes, infrastructure shifts, policy updates, funding events and market movements — filtered from the noise.

▼

Model Launches· MarkTechPost

Google DeepMind Releases Gemma 4 QAT Checkpoints: Q4_0 and a New Mobile Format Cut On-Device Memory

Jun 6, 2026 ■

Pricing· TechCrunch

Google will pay SpaceX $920M per month for compute

Jun 6, 2026 ■

Funding & M&A· Ars Technica

S&P 500 rejects SpaceX, also blocking entry for OpenAI and Anthropic

Jun 6, 2026 ▼

Infrastructure· Ars Technica

"We pissed off a lot of people": Giant data center plan cut 50% amid protests

Jun 6, 2026 ▲

Funding & M&A· The Decoder

Florida's lawsuit against OpenAI and CEO Altman treats ChatGPT as a defective product and public nuisance

Jun 6, 2026 ▲

Funding & M&A· TechCrunch

The most interesting startups right now want to get you off your phone

Jun 6, 2026 ■

Model Launches· The Verge

This is your laptop… on AI

Jun 6, 2026

HotON.ai Radar filters noise from the AI market and highlights the changes that may affect cost, access, capability and competition.

View all →

07Market Media

Video, visuals and briefings — every format, one feed

HotON.ai delivers market intelligence as video, visuals and text. Choose how you consume the AI economy — the platform handles every format.

hoton://media

01:32

Video

Weekly AI Market Pulse

A 90-second video recap of the week's biggest moves in AI prices, models and infrastructure.

Watch recap

Visual

Infographic

Global token price heatmap

Where input and output costs are rising and falling, at a glance.

Text Brief

Inference costs fall as new capacity comes online

Regional compute supply loosened this week, pushing the Inference Cost Index to a new monthly low across three major regions…

Video reports

Showreels, recaps and explainers with adaptive playback.

Visual & images

Charts, infographics and covers, responsive and crisp.

Text & briefings

Structured articles, summaries and data notes.

08HotON Reports

Reports built for AI decision makers

Structured intelligence on model pricing, AI infrastructure, inference cost, market heat and global AI supply-chain trends.

BriefWeekly

Weekly AI Market Brief

A concise summary of the most important AI market changes.

Read report→

PricingMonthly

Monthly AI Pricing Report

A deeper look at model pricing, token cost and efficiency trends.

Read report→

CostMonthly

Global Inference Cost Report

How AI task costs are changing across models and regions.

Read report→

EfficiencyMonthly

Model Efficiency Report

Leading models compared by real task performance and total cost.

Read report→

InfraQuarterly

AI Infrastructure Intelligence

Compute, energy, cloud and data-center signals behind the economy.

Read report→

Briefings

Subscribe to HotON Reports

AI market briefings, pricing reports and index updates — in your inbox.

09HotON Data API

AI market data for builders and institutions

Access structured AI market data through HotON.ai APIs, feeds and custom intelligence products.

Model pricing feedsToken cost dataModel metadataIndex dataMarket heat rankingsLatency & availabilityReport feedsCustom intelligence

Developers building AI tools
Enterprises optimizing AI costs
Model providers tracking position
Investors following AI infrastructure
Analysts researching the AI economy

Request API Access Contact Data Team

api.hoton.ai

> GET /v1/models/OPUS-4.8/price

{
  "symbol": "OPUS-4.8",
  "provider": "Anthropic",
  "input_per_1m": 6.00,
  "output_per_1m": 22.50,
  "context_k": 500,
  "efficiency": 96,
  "availability": "99.9%",
  "change_24h": "+6.2%"
}

HotON.ai

Understand the AI market before everyone else.

HotON.ai gives you the data, indexes and intelligence to understand where the AI economy is moving next.

Explore the Dashboard Subscribe to HotON Reports

See what's hot.Know what's changing.Act before the market moves.

AI is becoming a global market. HotON.ai helps you read it.

Model Price Tracking

AI Market Heat

Inference Cost Intelligence

Model Efficiency Index

A real-time view of the global AI market

Trending Models

Price Movers

Latency Watch

Availability Signals

New Model Launches

Category Heat

Track the price of intelligence

Model Price Board

Token Cost Calculator

AI indexes for a new computing economy

Global AI Token Price Index

China AI Model Price Index

US AI Model Price Index

AI Inference Cost Index

Model Efficiency Index

Multimodal AI Cost Index

Price is only one part of the story. Efficiency tells the truth.

Where is AI cheaper to run?

Regional Inference Cost

Global Compute Network

Regional Cost Signals

Compute Availability

Energy-Aware AI

Time-Based Cost Windows

The signals that actually matter

Video, visuals and briefings — every format, one feed

Weekly AI Market Pulse

Global token price heatmap

Inference costs fall as new capacity comes online

Video reports

Visual & images

Text & briefings

Reports built for AI decision makers

Weekly AI Market Brief

Monthly AI Pricing Report

Global Inference Cost Report

Model Efficiency Report

AI Infrastructure Intelligence

Subscribe to HotON Reports

AI market data for builders and institutions

Understand the AI market before everyone else.

See what's hot.
Know what's changing.
Act before the market moves.

AI is becoming a global market.
HotON.ai helps you read it.

Price is only one part of the story.
Efficiency tells the truth.