AI Transparency Scorecard

Superpower Daily

Research observatory 16 / Disclosure quality

AI Transparency Scorecard

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

Archived snapshotv11Aug 28, 2026

View latest dataset

Developers scored: 26
36 verified model records
Median disclosure: 57%
6 tracked launch fields
Fully disclosed: 3
All tracked fields present
Top disclosure: 100%
Z.ai

Data status26 verified observations

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

Verified observationHover or focus any mark for exact valuesLast updated Aug 28, 2026

Version ledger

Frozen public editions

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

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: v11
Coverage: Live collection
Records: 36
Fields: 10
Updated: Aug 28, 2026

Read the data

The records behind the figure

CSV JSON

AI Transparency Scorecard data records
Model	Developer	Fields disclosed	Disclosure score	license	availability	context Window Tokens	input Price Per Million	output Price Per Million	release Type
Inflection 3.0	Inflection AI	2	33	—	Commercial API available to developers; enterprise deployment on-premises, in the cloud, or hybrid	—	—	—	commercial API and enterprise AI system
GPT-4b micro	OpenAI	3	50	—	developed for research purposes; not broadly available	64000	—	—	experimental research
GPT-5.2	OpenAI	3	50	—	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 1.5	OpenAI	2	33	—	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 Preview	Anthropic	5	83	—	restricted access (restricted-access rollout)	1000000	25.000000	125.000000	Preview
Laguna XS.2	Poolside	3	50	Apache 2.0	Preview; Hugging Face, Poolside API, and OpenRouter	—	—	—	open weights
Claude Fable 5	Anthropic	4	67	—	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	—	10.000000	50.000000	Public release (Mythos-class); available via API and Enterprise
Claude Sonnet 5	Anthropic	4	67	—	All Claude plans and Claude API	—	2.000000	10.000000	general availability and API
Laguna XS 2.1	Poolside	6	100	OpenMDW-1.1	Poolside API, OpenRouter, Hugging Face weights, and local deployment	256000	0.100000	0.200000	open weights
GPT-Live	OpenAI	2	33	—	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)	OpenAI	2	33	—	General availability following a limited preview	—	—	—	general availability
Kimi K3	Moonshot	4	67	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.	Weights published for anyone to download; model can be run locally on user hardware	1000000	—	—	open-weights release (weights published for public download)
Claude Opus 5	Anthropic	2	33	—	Available immediately; default on Claude Max and strongest model on Claude Pro	—	—	—	general availability
MiniMax H3	MiniMax	3	50	MiniMax H3 Community License Agreement	Hosted API globally; downloadable weights restricted to the license's applicable territories	—	—	—	API and open weights
Muse Glimmer	Meta	4	67	Apache 2.0	Consumer hardware with 24 GB or 32 GB of memory	131072	—	—	open weights
Nemotron 3.5 Lightning	Nvidia	4	67	OpenMDW-1.1	Available through Nvidia and model repositories including Hugging Face and ModelScope; NeMo Switchyard available on GitHub	1000000	—	—	open weights (public release)
Qwen3.8-27B-CRACK-GGUF	Jinho Jang (dealign.ai)	3	50	—	Hugging Face repository; downloadable GGUF files and a 0.9 GB vision projector for local use	262000	—	—	Open weights; GGUF quantizations packaged for local inference via llama.cpp
GLM-5.3	Zhipu (Z.ai)	0	0	—	—	—	—	—	—
GPT-5.6 Sol	OpenAI	2	33	—	Limited release to a small group of customers; wider access planned later	—	—	—	API
Ornith-1.5	Ornith AI	2	33	—	Hugging Face collection; local deployment and quantized mobile version described	—	—	—	open weights
V4-Flash-Vision-Exp	DeepSeek	2	33	—	DeepSeek API	—	—	—	experimental API model
deepseek-v4-flash-vision-exp	DeepSeek	4	67	—	Available through Chat Completions, Messages, and Responses requests	—	0.220000	0.660000	experimental API model
Falcon 2	Murf AI	1	17	—	—	—	—	—	proprietary foundation voice model
GEN-1.5	Generalist AI	2	33	—	Available through direct partnerships on Generalist AI's own robot fleet; no public weights, API, or self-serve product	—	—	—	research release
Thomson	Thomson Reuters	3	50	Non-commercial license for the planned smaller open-weight version	Initially available in CoCounsel Legal’s Tabular Analysis feature; smaller version planned for Hugging Face	—	—	—	enterprise launch; open-weight version planned
HiDream-O1-World	HiDream.ai	1	17	—	—	—	—	—	model launch
Granite 4.2	IBM	4	67	Apache 2.0	Hugging Face, Ollama, GitHub, and other platforms	512000	—	—	open weights
Qwen3.8-Flash-Next	Alibaba Qwen team	5	83	—	Weights on Hugging Face and ModelScope; production Qwen3.8-Flash through QwenCloud; API expected shortly	262144	0.160000	0.470000	architecture preview; open weights; production API
Grok 4.6	xAI	5	83	—	Microsoft Foundry for Azure customers	500000	2.000000	6.000000	public preview
Qwen3.8-Flash	Alibaba Qwen	5	83	—	QwenCloud managed API	1000000	0.160000	0.470000	API
Qwen3.8-Flash	Alibaba	5	83	—	API access	262144	1.000000	3.000000	API
GLM-5.3-Flash	Z.ai	6	100	MIT	Z.ai API; weights available on Hugging Face	1000000	0.150000	0.500000	API and open weights
Gemini 3.5 Transcribe	Google	2	33	—	Public preview	—	—	—	API
leiolai-1	Leiolai	5	83	—	Consumer app and developer API	11000000	0.010000	0.020000	consumer app and developer API
GLM-5.3-Flash	Zhipu AI	6	100	MIT	Officially released; deployable on domestically produced AI chips	1000000	0.150000	0.500000	open-source
ABot-Recon	AMAP CV Lab	3	50	Apache 2.0 for source code; CC BY-NC 4.0 for model weights	Inference code, model checkpoint, and evaluation code released; weights limited to noncommercial research and education	—	—	—	open-source release

Measurement technique

How to read this report

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