Research report 01 / Price and capability

AI Model Economics Index

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

Archived snapshotv21Sep 5, 2026
Priced models
20

63 verified launches

Median input
$0.75

Per million tokens

Median output
$3.75

Per million tokens

Largest context
11M

Disclosed tokens

Interactive figureModel economics
CSV JSON
Data status20 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 Sep 5, 2026

Version ledger

Frozen public editions

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

  1. v41 / latestSep 25, 2026111 records / 40 sources

    +4 records. The frozen snapshot contains 111 records.

  2. v40Sep 24, 2026107 records / 40 sources

    +4 records. The frozen snapshot contains 107 records.

  3. v39Sep 23, 2026103 records / 40 sources

    +5 records; updated Priced models, Median input, Median output. The frozen snapshot contains 103 records.

  4. v38Sep 22, 202698 records / 40 sources

    +4 records; updated Median input. The frozen snapshot contains 98 records.

  5. v37Sep 21, 202694 records / 40 sources

    +2 records; updated Priced models, Median input. The frozen snapshot contains 94 records.

  6. v36Sep 20, 202692 records / 40 sources

    +2 records; updated Priced models, Median input. The frozen snapshot contains 92 records.

  7. v35Sep 19, 202690 records / 40 sources

    +4 records; updated Priced models, Median input. The frozen snapshot contains 90 records.

  8. v34Sep 18, 202686 records / 40 sources

    Source-backed fields changed; the frozen snapshot contains 86 records.

  9. v33Sep 17, 202686 records / 40 sources

    +1 records. The frozen snapshot contains 86 records.

  10. v32Sep 16, 202685 records / 40 sources

    +6 records; updated Priced models, Median input. The frozen snapshot contains 85 records.

  11. v31Sep 15, 202679 records / 40 sources

    Source-backed fields changed; the frozen snapshot contains 79 records.

  12. v30Sep 14, 202679 records / 40 sources

    +2 records. The frozen snapshot contains 79 records.

  13. v29Sep 13, 202677 records / 40 sources

    updated Priced models, Median input. The frozen snapshot contains 77 records.

  14. v28Sep 12, 202677 records / 40 sources

    +1 records. The frozen snapshot contains 77 records.

  15. v27Sep 11, 202676 records / 40 sources

    +4 records. The frozen snapshot contains 76 records.

  16. v26Sep 10, 202672 records / 40 sources

    +5 records; updated Priced models, Median input. The frozen snapshot contains 72 records.

  17. v25Sep 9, 202667 records / 40 sources

    +2 records. The frozen snapshot contains 67 records.

  18. v24Sep 8, 202665 records / 40 sources

    +1 records. The frozen snapshot contains 65 records.

  19. v23Sep 7, 202664 records / 40 sources

    +1 records; updated Priced models. The frozen snapshot contains 64 records.

  20. v22Sep 6, 202663 records / 40 sources

    Source-backed fields changed; the frozen snapshot contains 63 records.

  21. v21Sep 5, 202663 records / 40 sources

    +2 records. The frozen snapshot contains 63 records.

  22. v20Sep 4, 202661 records / 40 sources

    +7 records; updated Priced models. The frozen snapshot contains 61 records.

  23. v19Sep 3, 202654 records / 40 sources

    +7 records; updated Priced models, Median output. The frozen snapshot contains 54 records.

  24. v18Sep 2, 202647 records / 40 sources

    +4 records; updated Priced models, Median input, Median output. The frozen snapshot contains 47 records.

  25. v17Sep 1, 202643 records / 40 sources

    +2 records; updated Priced models, Median input, Median output. The frozen snapshot contains 43 records.

  26. v16Aug 31, 202641 records / 40 sources

    +1 records. The frozen snapshot contains 41 records.

  27. v15Aug 30, 202640 records / 40 sources

    +1 records. The frozen snapshot contains 40 records.

  28. v14Aug 29, 202639 records / 40 sources

    +1 records; updated Priced models, Median input, Median output. The frozen snapshot contains 39 records.

  29. v13Aug 28, 202638 records / 40 sources

    +1 records. The frozen snapshot contains 38 records.

  30. v12Aug 28, 202637 records / 40 sources

    +1 records. The frozen snapshot contains 37 records.

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
v21
Coverage
2024-10-07/2026-09-04
Records
63
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 microOpenAI——64000—
2025-12-11GPT-5.2OpenAI——262144—
2025-12-16GPT Image 1.5OpenAI————
2026-04-07Claude Mythos PreviewAnthropic25.000000125.0000001000000—
2026-04-28Laguna XS.2Poolside———Apache 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 K3Moonshot——1000000License 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 H3MiniMax———MiniMax H3 Community License Agreement
2026-08-10Muse GlimmerMeta——131072Apache 2.0
2026-08-10Muse GlimmerMeta Platforms————
2026-08-11Nemotron 3.5 LightningNvidia——1000000OpenMDW-1.1
2026-08-12Qwen3.8-27B-CRACK-GGUFJinho Jang (dealign.ai)——262000—
2026-08-13Gemini 3.7 FlashGoogle0.7500003.750000——
2026-08-13GLM-5.3Z.ai1.400000440.0000001000000—
2026-08-16GLM-5.3Zhipu (Z.ai)————
2026-08-18GPT-5.6 SolOpenAI————
2026-08-19Ornith-1.5Ornith AI————
2026-08-21Falcon 2Murf AI————
2026-08-21V4-Flash-Vision-ExpDeepSeek————
2026-08-21deepseek-v4-flash-vision-expDeepSeek0.2200000.660000——
2026-08-24Thomson-1.0-LargeThomson Reuters————
2026-08-24ThomsonThomson Reuters———Non-commercial license for the planned smaller open-weight version
2026-08-24GEN-1.5Generalist AI————
2026-08-24HiDream-O1-WorldHiDream.ai————
2026-08-26Qwen3.8-FlashAlibaba1.0000003.000000262144—
2026-08-26Grok 4.6xAI2.0000006.000000500000—
2026-08-26Qwen3.8-FlashAlibaba Qwen0.1600000.4700001000000—
2026-08-26Granite 4.2IBM——512000Apache 2.0
2026-08-26Qwen3.8-Flash-NextAlibaba Qwen team0.1600000.470000262144—
2026-08-27GLM-5.3-FlashZ.ai0.1500000.5000001000000MIT
2026-08-27GLM-5.3-FlashZhipu AI0.1500000.5000001000000MIT
2026-08-27Gemini 3.5 TranscribeGoogle————
2026-08-27leiolai-1Leiolai0.0100000.02000011000000—
2026-08-28Sahara v2.5Intron————
2026-08-28ABot-ReconAMAP CV Lab———Apache 2.0 for source code; CC BY-NC 4.0 for model weights
2026-08-31Isaac 0.5Perceptron AI————
2026-08-31S1Skild AI————
2026-08-31GigaPath-Flash and GigaTIME-FlashMicrosoft Research———Apache 2.0
2026-09-01Orbis 1.0Visko————
2026-09-01Muse Voice TranscribeMeta Superintelligence Labs————
2026-09-01Claude Fable 5.1 and Claude Mythos 5.1Anthropic10.00000050.0000001000000—
2026-09-01SolarisRunway————
2026-09-01MAPL-EMITGoogle Research————
2026-09-01MUSE Voice TranscribeMeta————
2026-09-02Gemini 3.8 Flash; Gemini 3.8 Flash CyberGoogle0.7500003.7500001048576—
2026-09-02Muse Spark 1.3Meta AI Research————
2026-09-02Gemini 3.8 Flash and Gemini 3.8 Flash CyberGoogle0.7500003.7500001000000—
2026-09-02Muse Spark 1.3Meta1.2500004.250000——
2026-09-02Gemini 3.8 FlashGoogle0.7500003.7500001000000—
2026-09-03WeatherNext 3Google DeepMind————
2026-09-03GPT-6 Astra (max)OpenAI10.00000050.0000001000000Proprietary
2026-09-03WeatherNext 3Google DeepMind and Google Research————
2026-09-03K2 HorizonInstitute of Foundation Models————
2026-09-03humain-m3HUMAIN———MiniMax Community License (planned for open-weight release)
2026-09-04GPT-6OpenAI————
2026-09-04Lyria 3.5Google————
2026-09-04AstraOpenAI————

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

26 publishers supporting 41 records. Expand a publisher to inspect its cited pages.

the-decoder.comthe-decoder.com6 sources / 6 records
Ars Technicaarstechnica.com3 sources / 3 records
marktechpost.commarktechpost.com3 sources / 3 records
openai.comopenai.com2 sources / 3 records
blog.googleblog.google2 sources / 2 records
campustechnology.comcampustechnology.com2 sources / 2 records
Show 20 more publishers
siliconangle.comsiliconangle.com2 sources / 2 records
x.aix.ai2 sources / 2 records
aithority.comaithority.com1 source / 1 record
autoclaw.z.aiautoclaw.z.ai1 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
fool.comfool.com1 source / 1 record
globaltimes.cnglobaltimes.cn1 source / 1 record
invezz.cominvezz.com1 source / 1 record
itbrief.newsitbrief.news1 source / 1 record
microsoft.commicrosoft.com1 source / 1 record
readthepeak.comreadthepeak.com1 source / 1 record
stocktitan.netstocktitan.net1 source / 1 record
theaiinsider.techtheaiinsider.tech1 source / 1 record
thelogic.cothelogic.co1 source / 1 record
therobotreport.comtherobotreport.com1 source / 1 record
vir.com.vnvir.com.vn1 source / 1 record
yahoo.comyahoo.com1 source / 1 record
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