Research report 01 / Price and capability

AI Model Economics Index

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

Archived snapshotv7Aug 27, 2026
Priced models
11

34 verified launches

Median input
$0.22

Per million tokens

Median output
$0.66

Per million tokens

Largest context
11M

Disclosed tokens

Interactive figureModel economics
CSV JSON
Data status11 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 Aug 27, 2026

Version ledger

Frozen public editions

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

  1. v7 / latestAug 27, 202634 records / 40 sources

    +1 records; updated Priced models, Median input, Median output. The frozen snapshot contains 34 records.

  2. v6Aug 27, 202633 records / 40 sources

    Source-backed fields changed; the frozen snapshot contains 33 records.

  3. v5Aug 27, 202633 records / 40 sources

    Source-backed fields changed; the frozen snapshot contains 33 records.

  4. v4Aug 27, 202633 records / 40 sources

    Source-backed fields changed; the frozen snapshot contains 33 records.

  5. v3Aug 27, 202633 records / 40 sources

    Source-backed fields changed; the frozen snapshot contains 33 records.

  6. v2Aug 27, 202633 records / 40 sources

    Source-backed fields changed; the frozen snapshot contains 33 records.

  7. v1Aug 27, 202633 records / 40 sources

    Initial public snapshot with 33 records and 40 cited sources.

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
v7
Coverage
2024-10-07/2026-08-27T00:00:00.000Z
Records
34
Fields
7
Updated

Read the data

The records behind the figure

CSV JSON
AI Model Economics Index data records
Release dateModelDeveloperInput / 1MOutput / 1MContextLicense
2024-10-07Inflection 3.0Inflection AI
2025-08-22GPT-4b microOpenAI64000
2025-12-11GPT-5.2OpenAI262144
2025-12-16GPT Image 1.5OpenAI
2026-04-07Claude Mythos PreviewAnthropic25.000000125.0000001000000
2026-04-28Laguna XS.2PoolsideApache 2.0
2026-06-09Claude Fable 5Anthropic10.00000050.000000
2026-06-30Claude Sonnet 5Anthropic2.00000010.000000
2026-07-02Laguna XS 2.1Poolside0.1000000.200000256000OpenMDW-1.1
2026-07-08GPT-LiveOpenAI
2026-07-09GPT-5.6 (Sol, Terra, Luna)OpenAI
2026-07-16Kimi K3Moonshot1000000License 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.
2026-07-24Claude Opus 5Anthropic
2026-07-31MiniMax H3MiniMaxMiniMax H3 Community License Agreement
2026-08-10Muse GlimmerMeta131072Apache 2.0
2026-08-11Nemotron 3.5 LightningNvidia1000000OpenMDW-1.1
2026-08-12Qwen3.8-27B-CRACK-GGUFJinho Jang (dealign.ai)262000
2026-08-16GLM-5.3Zhipu (Z.ai)
2026-08-18GPT-5.6 SolOpenAI
2026-08-19Ornith-1.5Ornith AI
2026-08-21deepseek-v4-flash-vision-expDeepSeek0.2200000.660000
2026-08-21Falcon 2Murf AI
2026-08-21V4-Flash-Vision-ExpDeepSeek
2026-08-24HiDream-O1-WorldHiDream.ai
2026-08-24ThomsonThomson ReutersNon-commercial license for the planned smaller open-weight version
2026-08-24GEN-1.5Generalist AI
2026-08-26Qwen3.8-Flash-NextAlibaba Qwen team0.1600000.470000262144
2026-08-26Granite 4.2IBM512000Apache 2.0
2026-08-26Grok 4.6xAI2.0000006.000000500000
2026-08-26Qwen3.8-FlashAlibaba1.0000003.000000262144
2026-08-26Qwen3.8-FlashAlibaba Qwen0.1600000.4700001000000
2026-08-27GLM-5.3-FlashZ.ai0.1500000.5000001000000MIT
2026-08-27Gemini 3.5 TranscribeGoogle
2026-08-27leiolai-1Leiolai0.0100000.02000011000000

Measurement technique

How to read this report

  1. 01Prices are normalized to the disclosed cost per one million tokens.
  2. 02A zero is shown only when a source explicitly records zero; undisclosed fields remain null.
  3. 03The index describes observed launch economics and does not infer quality equivalence between models.

Sources

Evidence

25 publishers supporting 40 records. Expand a publisher to inspect its cited pages.

openai.comopenai.com5 sources / 5 records
the-decoder.comthe-decoder.com5 sources / 5 records
Ars Technicaarstechnica.com3 sources / 3 records
marktechpost.commarktechpost.com3 sources / 3 records
campustechnology.comcampustechnology.com2 sources / 2 records
siliconangle.comsiliconangle.com2 sources / 2 records
Show 19 more publishers
x.aix.ai2 sources / 2 records
anthropic.comanthropic.com1 source / 1 record
artificialintelligencemadesimple.comartificialintelligencemadesimple.com1 source / 1 record
autoclaw.z.aiautoclaw.z.ai1 source / 1 record
blog.googleblog.google1 source / 1 record
CNBCcnbc.com1 source / 1 record
cryptobriefing.comcryptobriefing.com1 source / 1 record
deccanchronicle.comdeccanchronicle.com1 source / 1 record
economictimes.comeconomictimes.com1 source / 1 record
invezz.cominvezz.com1 source / 1 record
itbrief.newsitbrief.news1 source / 1 record
readthepeak.comreadthepeak.com1 source / 1 record
semafor.comsemafor.com1 source / 1 record
stocktitan.netstocktitan.net1 source / 1 record
TechCrunchtechcrunch.com1 source / 1 record
technologyreview.comtechnologyreview.com1 source / 1 record
thelogic.cothelogic.co1 source / 1 record
vir.com.vnvir.com.vn1 source / 1 record
yahoo.comyahoo.com1 source / 1 record
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