Research observatory 16 / Disclosure quality

AI Transparency Scorecard

Compares model developers by the launch fields they disclose, without substituting missing facts with estimates.

Archived snapshotv40Sep 24, 2026
Developers scored
66

107 verified model records

Median disclosure
50%

6 tracked launch fields

Fully disclosed
6

All tracked fields present

Top disclosure
100%

Zhipu AI

Interactive figureTransparency
CSV JSON
Data status66 verified observations

Bar height represents field disclosure rate (%). Colors separate the recorded series.

Verified observationHover or focus any mark for exact valuesLast updated Sep 24, 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; updated Developers scored. The frozen snapshot contains 111 records.

  2. v40Sep 24, 2026107 records / 40 sources

    +4 records; updated Developers scored. The frozen snapshot contains 107 records.

  3. v39Sep 23, 2026103 records / 40 sources

    +5 records; updated Developers scored, Fully disclosed. The frozen snapshot contains 103 records.

  4. v38Sep 22, 202698 records / 40 sources

    +4 records; updated Developers scored. The frozen snapshot contains 98 records.

  5. v37Sep 21, 202694 records / 40 sources

    +2 records; updated Developers scored. The frozen snapshot contains 94 records.

  6. v36Sep 20, 202692 records / 40 sources

    +2 records; updated Developers scored. The frozen snapshot contains 92 records.

  7. v35Sep 19, 202690 records / 40 sources

    +4 records; updated Developers scored, Median disclosure. 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; updated Developers scored, Median disclosure. The frozen snapshot contains 86 records.

  10. v32Sep 16, 202685 records / 40 sources

    +6 records; updated Developers scored, Median disclosure. 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; updated Developers scored. The frozen snapshot contains 79 records.

  13. v29Sep 13, 202677 records / 40 sources

    updated Developers scored, Median disclosure, Fully disclosed. The frozen snapshot contains 77 records.

  14. v28Sep 12, 202677 records / 40 sources

    +1 records; updated Developers scored. The frozen snapshot contains 77 records.

  15. v27Sep 11, 202676 records / 40 sources

    +4 records; updated Developers scored. The frozen snapshot contains 76 records.

  16. v26Sep 10, 202672 records / 40 sources

    +5 records; updated Developers scored. The frozen snapshot contains 72 records.

  17. v25Sep 9, 202667 records / 40 sources

    +2 records; updated Developers scored. 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 Developers scored, Median disclosure. 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; updated Median disclosure. The frozen snapshot contains 63 records.

  22. v20Sep 4, 202661 records / 40 sources

    +7 records; updated Developers scored, Median disclosure, Fully disclosed. The frozen snapshot contains 61 records.

  23. v19Sep 3, 202654 records / 40 sources

    +7 records; updated Developers scored. The frozen snapshot contains 54 records.

  24. v18Sep 2, 202647 records / 40 sources

    +4 records; updated Developers scored. The frozen snapshot contains 47 records.

  25. v17Sep 1, 202643 records / 40 sources

    +2 records; updated Developers scored. The frozen snapshot contains 43 records.

  26. v16Aug 31, 202641 records / 40 sources

    +1 records; updated Developers scored. The frozen snapshot contains 41 records.

  27. v15Aug 30, 202640 records / 40 sources

    +1 records; updated Developers scored. The frozen snapshot contains 40 records.

  28. v14Aug 29, 202639 records / 40 sources

    +1 records. The frozen snapshot contains 39 records.

  29. v13Aug 28, 202638 records / 40 sources

    +1 records; updated Developers scored, Median disclosure. The frozen snapshot contains 38 records.

  30. v12Aug 28, 202637 records / 40 sources

    +1 records. The frozen snapshot contains 37 records.

Coverage note

Scores reflect fields captured in verified launch records and can change when better primary disclosures are added. They do not evaluate undisclosed internal practices.

Dataset ID
spd:transparency-scorecard
Stable URL
/research/transparency-scorecard
Version
v40
Coverage
Live collection
Records
107
Fields
10
Updated

Read the data

The records behind the figure

CSV JSON
AI Transparency Scorecard data records
ModelDeveloperFields disclosedDisclosure scorelicenseavailabilitycontext Window Tokensinput Price Per Millionoutput Price Per Millionrelease Type
Inflection 3.0Inflection AI233—Commercial API available to developers; enterprise deployment on-premises, in the cloud, or hybrid———commercial API and enterprise AI system
GPT-4b microOpenAI350—developed for research purposes; not broadly available64000——experimental research
GPT-5.2OpenAI350—In ChatGPT: GPT-5.2 Instant, Thinking, and Pro begin rolling out today to paid plans; In the API: available now to all developers.262144——API and ChatGPT (model variants: GPT-5.2 Instant, GPT-5.2 Thinking, GPT-5.2 Pro)
GPT Image 1.5OpenAI233—Model rolling out in ChatGPT for all users and available in the API as GPT Image 1.5; the new Images experience is rolling out to most ChatGPT users, with Business and Enterprise access coming later; global.———API and ChatGPT rollout
Claude Mythos PreviewAnthropic583—restricted access (restricted-access rollout)100000025.000000125.000000Preview
Laguna XS.2Poolside350Apache 2.0Preview; Hugging Face, Poolside API, and OpenRouter———open weights
Claude Fable 5Anthropic467—Publicly accessible via API and Enterprise; included in subscription plans through 2026-06-22 after which access requires purchase of usage credits; some sensitive-topic access restricted and Mythos 5 limited to vetted Project Glasswing participants—10.00000050.000000Public release (Mythos-class); available via API and Enterprise
Claude Sonnet 5Anthropic467—All Claude plans and Claude API—2.00000010.000000general availability and API
Laguna XS 2.1Poolside6100OpenMDW-1.1Poolside API, OpenRouter, Hugging Face weights, and local deployment2560000.1000000.200000open weights
GPT-LiveOpenAI233—Rolling out to ChatGPT users globally (ChatGPT Voice); API availability planned/coming soon. (Update 2026-07-31: SynthID watermarking and API verification access added for supported audio.)———voice model (full-duplex)
GPT-5.6 (Sol, Terra, Luna)OpenAI233—General availability following a limited preview———general availability
Kimi K3Moonshot467License 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.Weights published for anyone to download; model can be run locally on user hardware1000000——open-weights release (weights published for public download)
Claude Opus 5Anthropic233—Available immediately; default on Claude Max and strongest model on Claude Pro———general availability
MiniMax H3MiniMax350MiniMax H3 Community License AgreementHosted API globally; downloadable weights restricted to the license's applicable territories———API and open weights
abliterated-model-large-v2Abliteration.ai467—Commercial API access—5.0000005.000000API
Muse GlimmerMeta467Apache 2.0Consumer hardware with 24 GB or 32 GB of memory131072——open weights
Muse GlimmerMeta Platforms233—Developers can download and modify the model———open weights
Nemotron 3.5 LightningNvidia467OpenMDW-1.1Available through Nvidia and model repositories including Hugging Face and ModelScope; NeMo Switchyard available on GitHub1000000——open weights (public release)
Qwen3.8-2.4T-A95BAlibaba Cloud Qwen team350—Downloadable weights and configuration files for self-hosting; managed access also available through Qwen Cloud262144——open weights
Qwen3.8-27B-CRACK-GGUFJinho Jang (dealign.ai)350—Hugging Face repository; downloadable GGUF files and a 0.9 GB vision projector for local use262000——Open weights; GGUF quantizations packaged for local inference via llama.cpp
GLM-5.3Z.ai583—Together AI serverless and dedicated infrastructure10000001.400000440.000000API
Gemini 3.7 FlashGoogle467—Available via Google AI Studio, Android Studio, Google Antigravity, Gemini Enterprise Agent Platform, the Gemini Enterprise app, and Gemini Spark for Google AI Pro and Ultra subscribers in supported countries.—0.7500003.750000API and product availability
GLM-5.3Zhipu (Z.ai)00——————
GPT-5.6 SolOpenAI233—Limited release to a small group of customers; wider access planned later———API
Ornith-1.5Ornith AI233—Hugging Face collection; local deployment and quantized mobile version described———open weights
Falcon 2Murf AI117—————proprietary foundation voice model
V4-Flash-Vision-ExpDeepSeek233—DeepSeek API———experimental API model
deepseek-v4-flash-vision-expDeepSeek467—Available through Chat Completions, Messages, and Responses requests—0.2200000.660000experimental API model
HiDream-O1-WorldHiDream.ai117—————model launch
Thomson-1.0-LargeThomson Reuters117—————proprietary model launch
ThomsonThomson Reuters350Non-commercial license for the planned smaller open-weight versionInitially available in CoCounsel Legal’s Tabular Analysis feature; smaller version planned for Hugging Face———enterprise launch; open-weight version planned
GEN-1.5Generalist AI233—Available through direct partnerships on Generalist AI's own robot fleet; no public weights, API, or self-serve product———research release
Grok 4.6xAI583—Microsoft Foundry for Azure customers5000002.0000006.000000public preview
Granite 4.2IBM467Apache 2.0Hugging Face, Ollama, GitHub, and other platforms512000——open weights
Qwen3.8-Flash-NextAlibaba Qwen team583—Weights on Hugging Face and ModelScope; production Qwen3.8-Flash through QwenCloud; API expected shortly2621440.1600000.470000architecture preview; open weights; production API
Qwen3.8-FlashAlibaba583—API access2621441.0000003.000000API
Qwen3.8-FlashAlibaba Qwen583—QwenCloud managed API10000000.1600000.470000API
Gemini 3.5 TranscribeGoogle233—Public preview———API
GLM-5.3-FlashZ.ai6100MITZ.ai API; weights available on Hugging Face10000000.1500000.500000API and open weights
GLM-5.3-FlashZhipu AI6100MITOfficially released; deployable on domestically produced AI chips10000000.1500000.500000open-source
leiolai-1Leiolai583—Consumer app and developer API110000000.0100000.020000consumer app and developer API
ABot-ReconAMAP CV Lab350Apache 2.0 for source code; CC BY-NC 4.0 for model weightsInference code, model checkpoint, and evaluation code released; weights limited to noncommercial research and education———open-source release
Sahara v2.5Intron117—————model update
GigaPath-Flash and GigaTIME-FlashMicrosoft Research350Apache 2.0Hugging Face———open weights; research release
S1Skild AI117—————robot foundation model
Isaac 0.5Perceptron AI233—Model weights available through Hugging Face; fine-tuning and inference code available through GitHub———open weights
Orbis 1.0Visko233—public access———foundation model
SolarisRunway233—Early access via application form; launch partners sought———research
MAPL-EMITGoogle Research233—Trained model and synthetic plume dataset on Kaggle; global plume database on Earth Engine; inference library on GitHub———trained model and research release
Claude Fable 5.1 and Claude Mythos 5.1Anthropic583—Claude Fable 5.1 is generally available through the Claude API, Amazon Bedrock, Claude Platform on AWS, Google Cloud, and Microsoft Foundry; Claude Mythos 5.1 is restricted to vetted U.S. organizations in Project Glasswing.100000010.00000050.000000API and restricted preview
Muse Voice TranscribeMeta Superintelligence Labs233—Meta AI for Mac, Muse Code, and Meta Model API———App and API availability
Muse Spark 1.3Meta467—Broad rollout through Muse Code and Meta Model API for xhigh; max configuration limited to partner preview pending additional safety testing—1.2500004.250000API
Muse Spark 1.3Meta AI Research233—Rolling out in Muse Code and Meta Model API———API and integrated product rollout
Gemini 3.8 Flash; Gemini 3.8 Flash CyberGoogle583—Gemini 3.8 Flash available through Google AI Studio and Android Studio; Gemini 3.8 Flash Cyber restricted to trusted governmental and critical-infrastructure entities through the Fairwind Program10485760.7500003.750000launch
Gemini 3.8 FlashGoogle583—Gemini API, Google AI Studio, Android Studio, Google Antigravity, Gemini Enterprise, Gemini app, AI Mode in Google Search, and Gemini in Google Sheets10000000.7500003.750000general availability
Gemini 3.8 Flash and Gemini 3.8 Flash CyberGoogle583—Gemini 3.8 Flash is available in Gemini Enterprise and through Google AI Studio, Google Antigravity, Android Studio, and Stitch; Gemini 3.8 Flash Cyber is limited to trusted defenders through the Fairwind Program.10000000.7500003.750000API, enterprise availability, and limited defender preview
K2 HorizonInstitute of Foundation Models233—Hugging Face repositories———open weights
WeatherNext 3Google DeepMind and Google Research233—Global availability across Google Search, Gemini, Google Maps, Google Maps Platform Weather API, Google Earth Engine, BigQuery, and Google Cloud Storage———model launch
humain-m3HUMAIN350MiniMax Community License (planned for open-weight release)HUMAIN Node; limited-preview and research-preview tiers———research preview
GPT-6OpenAI233—Select cybersecurity customers initially; wider rollout to paying customers; unavailable to free-tier and cheapest-plan users———limited rollout
Lyria 3.5Google233—Gemini app, Google Flow Music, Google AI Studio, and Google Vids———API and app release
WeatherNext 3Google DeepMind233—Google Search, Gemini, Google Maps, Google Maps Platform Weather API, Google Earth Engine, BigQuery, and bulk download via Google Cloud Storage———general availability
Muse Voice TranscribeMeta233—Meta AI, Muse Code, and Meta Model API———API
Qwen-Drive 1.0Alibaba233—Free to the research community via Hugging Face, ModelScope, and GitHub———research release
AstraOpenAI233—Generally available———general availability
OUI-1Thesys350Google Gemma termsLocal self-hosting; Thesys says it runs at FP8 on an Nvidia RTX 5090———open weights
N2.5 agent familyNex-AGI233—Mini and Max available; Pro weights marked coming soon———open weights
Suno v6Suno350Trained on licensed content from Warner Music Group, BMG, and Believe; model license not specifiedv6, v6-wild, and free tier v6-mini———model suite launch
V6Suno233—Available through three new subscription tiers———model launch
Granite PatchTST-FM-r2IBM467Apache 2.0 or Linux Foundation OpenMDW 1.0Downloadable from the Hugging Face Hub; available through granite-tsfm 0.3.9 or later8192——open weights
GPT-Image-2.5 Flare and GPT-Image-2.5 SunburstOpenAI467—Worldwide availability in ChatGPT, ChatGPT Work, Codex, and the API—8.00000030.000000API and ChatGPT release
Adaptive Instructed-RetrieverDatabricks117—————model launch
DeepSeek-V4.1-FlashDeepSeek6100MITDeepSeek first-party API; US/API availability reported; also supported by Baseten and Ollama10000000.3000001.200000open weights
NASA-IBM Lunar Foundation ModelNASA and IBM350Apache-2.0Hugging Face weights; GitHub fine-tuning and inference code———open weights
Edge0 35B and Edge0 8BEdge0350Apache 2.0Released for macOS on Apple Silicon; no iOS build published———open weights and inference framework
AetherJoyIn233—Publicly announced; selected components planned for open-source release———robotics model announcement
GPT-Live-1OpenAI233—Available to developers———API
GPT-6 AstraOpenAI6100ProprietaryChatGPT Plus, Pro, Business, and Enterprise; OpenAI API105000010.00000050.000000API and product launch
Music v2.5ElevenLabs233—ElevenMusic app and API; free and Pro tiers———API and app
Iris-mini and Iris-proAllSpark350—Model weights on Hugging Face; code and Iris Harness on GitHub256000——open weights and open-source search-agent release
BorealCreatify Labs233—Available now through the Creatify Labs API, Creatify Model Playground, AdFlow features, and fal platform———API
Gemini 3.8 LiveGoogle DeepMind233—Available through the Gemini API, Google AI Studio, and Live API integrations———API
Gemini 3.8 Live and Gemini 3.8 Live Extended ThinkingGoogle DeepMind350—Gemini API, Gemini app, Google AI Studio, Google Cloud, Google Search Live, and selected Google Workspace surfaces; Live API documentation remains labeled preview131072——API and platform release
Gemini 3.8 Live; Gemini 3.8 Live Extended ThinkingGoogle DeepMind233—Available to developers through the Gemini API and Google AI Studio———API
TabPFN-3.5Prior Labs350Non-commercial open-weight use; commercial production license or API requiredOpen weights available for research, evaluation, and Kaggle; production use through Prior Labs API or a commercial license———open weights
Gemini 3.8 Live and Gemini 3.8 Live Extended ThinkingGoogle467—Available in the Gemini Live API and Google AI Studio for production use—3.00000012.000000API
Pareto 26.9unbiased.ai583—OpenRouter and Cloudflare2621442.5000007.500000API
KoaSalesforce233—Piloting with Formula 1, Baxter Credit Union, and Xero; general availability planned for winter———preview
Grok Voice Transcribe 2.0xAI233—Available through REST and WebSocket Speech-to-Text API endpoints; selectable model, with planned default status———API
Bonsai 2 27BPrismML350Apache 2.0Weights available at launch; runs on Nvidia GPUs via CUDA and Apple devices via MLX———open weights
Ternary Bonsai 2 27BPrismML467Apache 2.0Released; local deployment via PrismML’s llama.cpp fork or MLX runtime262000——open weights
Qwen3.8-Omni-FlashQwen583—Available through Qwen Studio, Qwen Cloud, and the Qwen API10000000.1500000.470000API
Qwen-Image-2.1Alibaba Qwen AI team350Research license; commercial use requires a separate license from QwenAvailable on Hugging Face, GitHub, Model Scope, and via a Hugging Face demo———open weights
Alice AI FoundationYandex350Open licenseCommercial and research use———open weights
AltarAikido233—Available openly for local deployments———open weights
RetroChimeraMicrosoft Research350MITGitHub and Microsoft Foundry———open weights
Qwen-Image-2.1Alibaba Qwen350Qwen Research LicenseResearch and evaluation; commercial deployment requires a separate Qwen license———open weights
Grok 4.7SpaceXAI583—Available in the Grok API, Cursor, Grok Build, third-party coding tools, model routers, and cloud platforms; gradual GitHub Copilot rollout5000002.0000006.000000API and product availability
Grok 4.7SpaceX467—Available from $2 per million input tokens and $6 per million output tokens—2.0000006.000000API
Xing4.0-29B-A4BChina Telecom AI350—GitHub and Hugging Face repositories256000——open weights
MiMo-V2.6-ProXiaomi6100MITWeights downloadable from Xiaomi's Hugging Face repository; API access listed through OpenRouter and other resellers.10000000.4350000.870000open weights
GPT-6 Sol and GPT-6 LunaOpenAI350—API; ChatGPT Work and Codex for Plus, Pro, Business, Enterprise, and Edu users; Luna also available in the ChatGPT desktop app for Free and Go subscribers1050000——API and product rollout
Claude Opus 5.5Anthropic583—Anthropic API, AWS, Google Cloud, and Microsoft’s ecosystem10000004.00000020.000000API
Nemotron 3 DiarizationNVIDIA350OpenMDW License 1.1Available on Hugging Face———open weights
FLUX 3 ActionBlack Forest Labs233—Previously accessible through selected research and commercial partners; public weights were not yet available according to the article———Robotics model; broader open-weight release announced as forthcoming
Gemini 3.8 Flash TTS and Gemini 3.8 Flash-Lite TTSGoogle233—Rolling out through the Gemini API and Google AI Studio; enterprise API access via Gemini Enterprise is listed as coming soon.———API
Opus 5.5Anthropic233—Launched for Claude; special permission required for cyber security and biology researchers using it in their work———model launch

Measurement technique

How to read this report

  1. 01The score measures whether six practical launch fields are disclosed: license, availability, context window, input price, output price, and release type.
  2. 02Every field receives equal weight; missing is distinct from zero and receives no credit.
  3. 03This is a disclosure-completeness score, not a safety, quality, or trustworthiness rating.

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
venturebeat.comventurebeat.com1 source / 1 record
vir.com.vnvir.com.vn1 source / 1 record
yahoo.comyahoo.com1 source / 1 record
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