AI Model Economics Index

Superpower Daily

Research report 01 / Price and capability

AI Model Economics Index

Observed model prices, context windows, licenses, and release economics from verified launch records.

Archived snapshotv81Nov 4, 2026

View latest dataset

Priced models: 66
241 verified launches
Median input: $0.80
Per million tokens
Median output: $3.67
Per million tokens
Largest context: 11M
Disclosed tokens

Data status66 verified observations

Each dot is one verified observation. Horizontal position is input price / 1m tokens; vertical position is output price / 1m tokens.

Verified observationHover or focus any mark for exact valuesLast updated Nov 4, 2026

Version ledger

Frozen public editions

Each edition preserves the records, method, sources, and downloads available at publication time.

Coverage note

Coverage reflects verified model-launch records with publicly disclosed fields. Provider discounts, caching, batch pricing, and negotiated enterprise rates may differ.

Dataset ID: spd:model-economics
Stable URL: /research/model-economics
Version: v81
Coverage: 2024-10-07/2026-11-03
Records: 241
Fields: 7
Updated: Nov 4, 2026

Read the data

The records behind the figure

CSV JSON

AI Model Economics Index data records
Release date	Model	Developer	Input / 1M	Output / 1M	Context	License
2024-10-07	Inflection 3.0	Inflection AI	—	—	—	—
2025-08-22	GPT-4b micro	OpenAI	—	—	64000	—
2025-12-11	GPT-5.2	OpenAI	—	—	262144	—
2025-12-16	GPT Image 1.5	OpenAI	—	—	—	—
2026-04-07	Claude Mythos Preview	Anthropic	25.000000	125.000000	1000000	—
2026-04-28	Laguna XS.2	Poolside	—	—	—	Apache 2.0
2026-06-09	Claude Fable 5	Anthropic	10.000000	50.000000	—	—
2026-06-30	Claude Sonnet 5	Anthropic	2.000000	10.000000	—	—
2026-07-02	Laguna XS 2.1	Poolside	0.100000	0.200000	256000	OpenMDW-1.1
2026-07-08	GPT-Live	OpenAI	—	—	—	—
2026-07-09	GPT-5.6 (Sol, Terra, Luna)	OpenAI	—	—	—	—
2026-07-16	Kimi K3	Moonshot	—	—	1000000	License requires companies operating a model-as-a-service business with > $20M total annual revenue (over 12 months) to enter a separate agreement with Moonshot before commercial use.
2026-07-24	Claude Opus 5	Anthropic	—	—	—	—
2026-07-31	MiniMax H3	MiniMax	—	—	—	MiniMax H3 Community License Agreement
2026-08-01	abliterated-model-large-v2	Abliteration.ai	5.000000	5.000000	—	—
2026-08-10	Muse Glimmer	Meta Platforms	—	—	—	—
2026-08-10	Muse Glimmer	Meta	—	—	131072	Apache 2.0
2026-08-11	Nemotron 3.5 Lightning	Nvidia	—	—	1000000	OpenMDW-1.1
2026-08-12	Qwen3.8-27B-CRACK-GGUF	Jinho Jang (dealign.ai)	—	—	262000	—
2026-08-12	Qwen3.8-2.4T-A95B	Alibaba Cloud Qwen team	—	—	262144	—
2026-08-13	GLM-5.3	Z.ai	1.400000	440.000000	1000000	—
2026-08-13	Gemini 3.7 Flash	Google	0.750000	3.750000	—	—
2026-08-16	GLM-5.3	Zhipu (Z.ai)	—	—	—	—
2026-08-18	GPT-5.6 Sol	OpenAI	—	—	—	—
2026-08-19	Ornith-1.5	Ornith AI	—	—	—	—
2026-08-21	Falcon 2	Murf AI	—	—	—	—
2026-08-21	V4-Flash-Vision-Exp	DeepSeek	—	—	—	—
2026-08-21	deepseek-v4-flash-vision-exp	DeepSeek	0.220000	0.660000	—	—
2026-08-24	HiDream-O1-World	HiDream.ai	—	—	—	—
2026-08-24	Thomson	Thomson Reuters	—	—	—	Non-commercial license for the planned smaller open-weight version
2026-08-24	GEN-1.5	Generalist AI	—	—	—	—
2026-08-24	Thomson-1.0-Large	Thomson Reuters	—	—	—	—
2026-08-26	Granite 4.2	IBM	—	—	512000	Apache 2.0
2026-08-26	Qwen3.8-Flash	Alibaba Qwen	0.160000	0.470000	1000000	—
2026-08-26	Qwen3.8-Flash-Next	Alibaba Qwen team	0.160000	0.470000	262144	—
2026-08-26	Qwen3.8-Flash	Alibaba	1.000000	3.000000	262144	—
2026-08-26	Grok 4.6	xAI	2.000000	6.000000	500000	—
2026-08-27	GLM-5.3-Flash	Zhipu AI	0.150000	0.500000	1000000	MIT
2026-08-27	Gemini 3.5 Transcribe	Google	—	—	—	—
2026-08-27	GLM-5.3-Flash	Z.ai	0.150000	0.500000	1000000	MIT
2026-08-27	leiolai-1	Leiolai	0.010000	0.020000	11000000	—
2026-08-28	ABot-Recon	AMAP CV Lab	—	—	—	Apache 2.0 for source code; CC BY-NC 4.0 for model weights
2026-08-28	Sahara v2.5	Intron	—	—	—	—
2026-08-31	Isaac 0.5	Perceptron AI	—	—	—	—
2026-08-31	GigaPath-Flash and GigaTIME-Flash	Microsoft Research	—	—	—	Apache 2.0
2026-08-31	S1	Skild AI	—	—	—	—
2026-09-01	Muse Voice Transcribe	Meta Superintelligence Labs	—	—	—	—
2026-09-01	Orbis 1.0	Visko	—	—	—	—
2026-09-01	MAPL-EMIT	Google Research	—	—	—	—
2026-09-01	Claude Mythos 5.1	Anthropic	10.000000	50.000000	—	—
2026-09-01	Claude Fable 5.1 and Claude Mythos 5.1	Anthropic	10.000000	50.000000	1000000	—
2026-09-01	Solaris	Runway	—	—	—	—
2026-09-02	Muse Spark 1.3	Meta AI Research	—	—	—	—
2026-09-02	Gemini 3.8 Flash	Google	0.750000	3.750000	1000000	—
2026-09-02	Gemini 3.8 Flash and Gemini 3.8 Flash Cyber	Google	0.750000	3.750000	1000000	—
2026-09-02	Muse Spark 1.3	Meta	1.250000	4.250000	—	—
2026-09-02	Gemini 3.8 Flash; Gemini 3.8 Flash Cyber	Google	0.750000	3.750000	1048576	—
2026-09-03	K2 Horizon	Institute of Foundation Models	—	—	—	—
2026-09-03	humain-m3	HUMAIN	—	—	—	MiniMax Community License (planned for open-weight release)
2026-09-03	WeatherNext 3	Google DeepMind and Google Research	—	—	—	—
2026-09-06	WeatherNext 3	Google DeepMind	—	—	—	—
2026-09-06	Lyria 3.5	Google	—	—	—	—
2026-09-06	Muse Voice Transcribe	Meta	—	—	—	—
2026-09-07	Qwen-Drive 1.0	Alibaba	—	—	—	—
2026-09-07	Astra	OpenAI	—	—	—	—
2026-09-08	OUI-1	Thesys	—	—	—	Google Gemma terms
2026-09-08	N2.5 agent family	Nex-AGI	—	—	—	—
2026-09-09	Suno v6	Suno	—	—	—	Trained on licensed content from Warner Music Group, BMG, and Believe; model license not specified
2026-09-09	V6	Suno	—	—	—	—
2026-09-09	Granite PatchTST-FM-r2	IBM	—	—	8192	Apache 2.0 or Linux Foundation OpenMDW 1.0
2026-09-09	GPT-Image-2.5 Flare and GPT-Image-2.5 Sunburst	OpenAI	8.000000	30.000000	—	—
2026-09-10	Edge0 35B and Edge0 8B	Edge0	—	—	—	Apache 2.0
2026-09-10	DeepSeek-V4.1-Flash	DeepSeek	0.300000	1.200000	1000000	MIT
2026-09-10	NASA-IBM Lunar Foundation Model	NASA and IBM	—	—	—	Apache-2.0
2026-09-10	GPT-Live-1	OpenAI	—	—	—	—
2026-09-10	Adaptive Instructed-Retriever	Databricks	—	—	—	—
2026-09-10	Aether	JoyIn	—	—	—	—
2026-09-11	GPT-6 Astra	OpenAI	10.000000	50.000000	1050000	Proprietary
2026-09-13	Iris-mini and Iris-pro	AllSpark	—	—	256000	—
2026-09-13	Music v2.5	ElevenLabs	—	—	—	—
2026-09-15	Gemini 3.8 Live and Gemini 3.8 Live Extended Thinking	Google	3.000000	12.000000	—	—
2026-09-15	Boreal	Creatify Labs	—	—	—	—
2026-09-15	Gemini 3.8 Live and Gemini 3.8 Live Extended Thinking	Google DeepMind	—	—	131072	—
2026-09-15	Gemini 3.8 Live; Gemini 3.8 Live Extended Thinking	Google DeepMind	—	—	—	—
2026-09-15	Gemini 3.8 Live	Google DeepMind	—	—	—	—
2026-09-15	TabPFN-3.5	Prior Labs	—	—	—	Non-commercial open-weight use; commercial production license or API required
2026-09-16	Pareto 26.9	unbiased.ai	2.500000	7.500000	262144	—
2026-09-16	Koa	Salesforce	—	—	—	—
2026-09-18	Ternary Bonsai 2 27B	PrismML	—	—	262000	Apache 2.0
2026-09-18	Bonsai 2 27B	PrismML	—	—	—	Apache 2.0
2026-09-18	Grok Voice Transcribe 2.0	xAI	—	—	—	—
2026-09-19	Qwen3.8-Omni-Flash	Qwen	0.150000	0.470000	1000000	—
2026-09-20	Qwen-Image-2.1	Alibaba Qwen AI team	—	—	—	Research license; commercial use requires a separate license from Qwen
2026-09-20	Step 5 Preview	StepFun	1.000000	2.700000	1000000	—
2026-09-21	Altar	Aikido	—	—	—	—
2026-09-21	Alice AI Foundation	Yandex	—	—	—	Open license
2026-09-21	Qwen-Image-2.1	Alibaba Qwen	—	—	—	Qwen Research License
2026-09-21	RetroChimera	Microsoft Research	—	—	—	MIT
2026-09-21	Grok 4.7	SpaceX	2.000000	6.000000	—	—
2026-09-21	Grok 4.7	SpaceXAI	2.000000	6.000000	500000	—
2026-09-22	GPT-6 Sol and GPT-6 Luna	OpenAI	—	—	1050000	—
2026-09-22	MiMo-V2.6-Pro	Xiaomi	0.435000	0.870000	1000000	MIT
2026-09-22	Xing4.0-29B-A4B	China Telecom AI	—	—	256000	—
2026-09-23	Opus 5.5	Anthropic	—	—	—	—
2026-09-23	Nemotron 3 Diarization	NVIDIA	—	—	—	OpenMDW License 1.1
2026-09-23	Gemini 3.8 Flash TTS and Gemini 3.8 Flash-Lite TTS	Google	—	—	—	—
2026-09-23	CLM-8B	Contrastive-LM	—	—	—	Apache-2.0 for the released head, as described in the article
2026-09-24	Bodhi TTS	Navana.ai	—	—	—	—
2026-09-24	Gemini 3.8 Flash TTS; Gemini 3.8 Flash-Lite TTS	Google	—	—	—	—
2026-09-24	Ming-3.0-tts-0.5B	InclusionAI	—	—	—	MIT
2026-09-24	FLUX 3 Action	Black Forest Labs	—	—	—	—
2026-09-24	Sarvam Vision 2.1	Sarvam	—	—	—	—
2026-09-25	Claude Opus 5.5	Anthropic	4.000000	20.000000	1000000	Proprietary
2026-09-25	Gemini 3.8 Live	Google	—	—	—	—
2026-09-25	CLM-8B	Stanford and Nvidia	—	—	—	Apache 2.0
2026-09-26	Julia 1	Supersonic Labs	0.025000	0.000000	—	Apache 2.0
2026-09-26	Span-01	Respan	0.020000	0.000000	—	—
2026-09-27	Naive-N0.5-Flash	NaiveAI	0.600000	2.600000	1000000	MIT
2026-09-28	Claude Sonnet 5.5	Anthropic	2.000000	10.000000	1000000	Closed weights
2026-09-28	ElevenLabs v4 and v4 Turbo	ElevenLabs	—	—	—	—
2026-09-28	Eleven v4 and Eleven v4 Turbo	ElevenLabs	—	—	—	—
2026-09-29	JEV-27B	AutoTrust AI	—	—	—	Apache-2.0
2026-09-29	GPT-6.1 Sol	OpenAI	2.000000	10.000000	1050000	—
2026-09-30	Gemini 4 Argon (High)	Google	2.000000	10.000000	1000000	Proprietary
2026-09-30	AT0M	Pienomial	—	—	—	—
2026-09-30	Predactiv People Model	Predactiv	—	—	—	—
2026-09-30	apex-flash-1	Cantina Security	—	—	—	MIT
2026-09-30	Kumo Tabular	NVIDIA	—	—	—	OpenMDW-1.1
2026-09-30	Embed 5	Cohere	—	—	128000	—
2026-10-01	Strands Decider 2B	Amazon	—	—	—	Apache 2.0
2026-10-01	Jev	TypeSafe AI	0.042000	0.000000	32000	—
2026-10-01	pplx-embed-v2-context-9b-preview	Perplexity	—	—	—	—
2026-10-01	GPT-6 Astra Ultrafast	OpenAI	—	—	—	—
2026-10-01	Ideogram 4.5	Ideogram	—	—	—	—
2026-10-02	AstaBrief 8B	Ai2	—	—	—	Apache 2.0
2026-10-02	Whistle	Cactus Compute	—	—	—	—
2026-10-02	Ajax	PewDiePie	—	—	—	—
2026-10-02	Clef and Clef-flash	Cloudflare	—	—	64000	Apache-2.0
2026-10-03	Strands Decider 2B	Amazon Web Services	—	—	—	—
2026-10-04	NASA-IBM Lunar Foundation Model	NASA and IBM Research	—	—	—	—
2026-10-04	apex-flash-1	Cantina	—	—	—	—
2026-10-05	d1	Liquid AI	0.040000	—	—	—
2026-10-05	Beam	Reflection AI	—	—	—	Apache 2.0
2026-10-05	interfaze-1-lite	Interfaze	0.850000	1.500000	128000	Apache 2.0
2026-10-05	FLUX 3 Image	Black Forest Labs	—	—	—	—
2026-10-05	Qwen3.6-35B-A3B-Westernized	Hirundo	—	—	—	—
2026-10-05	Kolibri	Aleph Alpha	—	—	1000000	Apache 2.0
2026-10-06	Falcon-Emirati-7B	Technology Innovation Institute	—	—	—	—
2026-10-06	EmbeddingGemma 2	Google DeepMind	—	—	8000	Apache 2.0
2026-10-06	EmbeddingGemma 2	Google	—	—	8192	Apache 2.0
2026-10-06	Nano Banana 2.1	Google	—	—	1000000	—
2026-10-06	PolicyLM-1.7B	Musubi	—	—	—	Apache-2.0
2026-10-06	Pegasus 1.6	TwelveLabs	3.000000	7.500000	—	—
2026-10-07	MORENA	Vambo AI	—	—	—	—
2026-10-07	d1-3B; d1-omni-600M	Liquid AI	—	—	—	LFM 1.0 listed on the model cards; article says the release does not state a license
2026-10-07	Claude Haiku 5.5	Anthropic	0.100000	0.500000	1000000	Proprietary
2026-10-07	d1-3B and d1-omni-600M	Liquid AI	—	—	—	—
2026-10-08	SpliceAI2	Illumina	—	—	—	—
2026-10-08	Physical AI model platform (Drishti, Shruti, Sparsh, Kriya, Prana, Karma, Kavach)	Inner Sky Labs	—	—	—	—
2026-10-09	Drex 1.5	Nace.AI	0.040000	0.000000	131072	RAIL-M
2026-10-09	Microsoft-Decision-1	Microsoft	0.042000	0.000000	32000	—
2026-10-09	HybridAgent-14B-Agentic	TogetherComputer	—	—	—	MIT
2026-10-09	GPT-6	OpenAI	—	—	—	—
2026-10-12	OrcaCyber Zero 1.5	Continuum AI	—	—	—	—
2026-10-12	Muse Wonder and Muse Wonder Full	Meta	4.000000	20.000000	1000000	Proprietary; weights are not publicly downloadable.
2026-10-12	Muse Wonder	Meta	4.000000	20.000000	—	Closed/proprietary
2026-10-13	Gemini 4 Argon	Google DeepMind	2.000000	10.000000	1000000	—
2026-10-13	Muse Wonder; Muse Wonder Full	Meta	4.000000	20.000000	—	—
2026-10-14	QVAC TranscribePsy	Tether	—	—	—	Apache 2.0
2026-10-14	Ultramarine 1 Flash	Paper Instruments	—	—	—	—
2026-10-14	LFM2.5-24B-A2B	Liquid AI	0.100000	1.000000	131072	LFM Open License v1.0
2026-10-14	Drama 3	Fish Audio	—	—	—	Fish Audio Community License v1.0
2026-10-14	Neuron AI	Neura Robotics	—	—	—	—
2026-10-14	QVAC TranscribePsy	Tether AI Research	—	—	—	Apache 2.0
2026-10-14	Grok Voice 3.0	xAI	—	—	—	—
2026-10-14	Nemotron 3.5 Super and Nemotron 3.5 Lightning	NVIDIA	—	—	1000000	—
2026-10-15	Jais 3	Mohamed bin Zayed University of Artificial Intelligence	—	—	—	Apache 2.0
2026-10-15	Nemotron 3.5 Super VL 120B-A12B	Nvidia	—	—	—	—
2026-10-15	d1-ultra	Liquid AI	0.042000	—	—	—
2026-10-15	GPT-Live-1.1	OpenAI	—	—	—	—
2026-10-15	Comet 60B	Multiverse Computing	—	—	—	—
2026-10-15	Matrix-Game 4.0	Skywork AI	—	—	—	—
2026-10-15	Timestral	Mistral AI	—	—	—	Modified MIT for weights, with commercial-use restrictions above a monthly revenue threshold; inference code is Apache 2.0.
2026-10-15	Muse Spark Open	Meta	1.250000	4.250000	1000000	Muse Model License
2026-10-15	FLUX 3 Image Klein	Black Forest Labs	—	—	—	FLUX Kommunity License
2026-10-15	Nemotron 3.5 Super VL	NVIDIA	—	—	—	OpenMDW
2026-10-16	DeepSeek V4.1 Flash 1017	DeepSeek	0.300000	1.200000	1000000	MIT
2026-10-16	Muse Spark	Meta	—	—	1000000	—
2026-10-16	Beam	Reflection	—	—	—	Apache 2.0
2026-10-16	MOSS-Image	OpenMOSS Team	—	—	4096	Apache-2.0
2026-10-18	MiniMax M3.1 Flash	MiniMax AI	0.150000	0.600000	1000000	MiniMax Community License
2026-10-19	M3.1 Flash	MiniMax	0.150000	0.600000	1000000	—
2026-10-19	FLUX 3 Max	fal and Black Forest Labs	—	—	—	—
2026-10-19	gemma3-27b-cpt-gotoai-v3-instruct	GoTo	—	—	—	—
2026-10-19	V4.1-Flash-1017	DeepSeek	—	—	—	—
2026-10-19	FLUX 3 Max	Black Forest Labs and fal	—	—	—	—
2026-10-20	Eleven Realtime v1 Max and v1 Mini	ElevenLabs	—	—	—	—
2026-10-20	Phonon	Gradium	—	—	—	Apache 2.0 for Phonon 31m; CC BY-NC for Phonon 40m variants
2026-10-21	RFD4-Proteina	NVIDIA	—	—	—	—
2026-10-21	Kumo Relational	NVIDIA	—	—	—	OpenMDW License Agreement, version 1.1 (weights); Apache 2.0 (code)
2026-10-21	mammoth-1 and elephant-1	Base Labs	—	—	—	—
2026-10-21	Kumo Forecast	NVIDIA	—	—	—	Apache 2.0
2026-10-21	Mercury 3	Inception	0.100000	0.350000	1000000	—
2026-10-21	Bark 3.0	Conway Research	—	—	—	CC-BY 4.0
2026-10-21	Flint AI	Recursive	—	—	—	Apache 2.0
2026-10-22	Flint	Recursive	—	—	512000	Apache 2.0
2026-10-22	OlmoEarth v1.3	Ai2	—	—	—	OlmoEarth Artifact License
2026-10-22	iFlytek Spark X2.6	iFlytek	0.900000	3.600000	1000000	—
2026-10-22	Chariot-1-ASR Realtime	Chariot	—	—	—	—
2026-10-22	Canva Craft	Canva	—	—	—	—
2026-10-23	Craft	Canva	—	—	—	—
2026-10-23	Nemotron 3.5 Bolt E4B 4GB	NVIDIA	—	—	64000	—
2026-10-23	MiniMax-M3.1-Flash	MiniMax	0.150000	0.600000	1000000	MiniMax Community License: free for non-commercial use; commercial use requires attribution and notification, with written authorization required above $20 million in annual revenue.
2026-10-24	Kimi K3.1 Pro	Moonshot AI	2.000000	10.000000	1000000	—
2026-10-25	Dessa	Block	—	—	—	—
2026-10-26	GPT-6.1 Terra	OpenAI	1.000000	5.000000	—	—
2026-10-27	AssemblyAI-TTS-1	AssemblyAI	—	—	—	—
2026-10-27	Calix Communications Language Model	Calix	—	—	—	—
2026-10-27	LFM3	Liquid AI	0.080000	0.200000	256000	—
2026-10-28	Nemotron 3.5 Transcribe	NVIDIA	—	—	65536	OpenMDW-1.1
2026-10-28	Gemini 4 Carbon	Google DeepMind	2.000000	10.000000	—	—
2026-10-28	Gemini 4 Carbon	Google	4.000000	20.000000	—	—
2026-10-28	Prisma v3.0	Gnani AI	—	—	—	—
2026-10-29	Gnani Prisma v3.0	Gnani AI	—	—	—	—
2026-10-29	Apex-35B-V1.0	Apex Intelligence	—	—	—	—
2026-10-29	Le Chonk	Mistral	—	—	—	—
2026-10-29	Bivia	Articul8	—	—	—	—
2026-10-29	Prism	Rime	—	—	—	—
2026-10-29	TimeH2O-v1	H2O.ai	—	—	—	Non-commercial
2026-10-29	Pika H3 Flex	Pika	—	—	—	—
2026-10-29	joey-1	Base Labs	0.010000	—	16384	MIT
2026-10-29	Large 4	Mistral AI	0.700000	2.100000	1000000	Modified MIT-style license
2026-10-29	Mistral Large 4	Mistral	0.700000	2.100000	—	Modified MIT; commercial cloud services offering the model require a separate license from Mistral.
2026-10-30	Mischief	TBC	—	—	—	—
2026-10-30	Fletch	Arrowhead AI	—	—	—	—
2026-10-31	Canva Brush	Canva	—	—	—	—
2026-11-02	LongCat-2.5	LongCat	—	—	—	—
2026-11-02	Hydrogen-1.0	Deep Principle	—	—	—	—
2026-11-02	LongCat-2.5	Meituan	—	—	1000000	—
2026-11-03	Eleven Real-time	ElevenLabs	—	—	—	—
2026-11-03	VR-1.1	Cogent Security	—	—	—	—

Measurement technique

How to read this report

01Prices are normalized to the disclosed cost per one million tokens.
02A zero is shown only when a source explicitly records zero; undisclosed fields remain null.
03The index describes observed launch economics and does not infer quality equivalence between models.