AI + Humanity

Human Impact Diagnosis

AI + The Planet

Planetary Impact Diagnosis

Directory of Top 10 AI Models

Explore the Top 10 AI Models

Explore the ten AI models featured in DoctorKnow.ai's diagnostic scope and examine their potential impacts on humanity and the planet. Review available evidence, understand what remains unknown, and decide what matters most to you.

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10 of 10 models

Claude

Anthropic

Index

Not yet scored

Long-context reasoning with a published safety policy.

Powered by: Claude (Anthropic)

closed weightspaidwritinganalysisresearch

Publishes responsible scaling policy and supports binding safety regulation.

DeepSeek

DeepSeek

Index

Not yet scored

Extremely cheap reasoning at scale.

Powered by: DeepSeek

open weightsopencodeanalysisresearch

Open weights, but opaque data provenance and no environmental disclosure.

Gemini

Google DeepMind

Index

Not yet scored

Huge context window, strong analysis.

Powered by: Gemini (Google)

closed weightspaidanalysisresearchmultimodal

Water reporting aggregated at fleet level, not per site.

ChatGPT

OpenAI

Index

Not yet scored

Frontier generalist with deep reasoning.

Powered by: ChatGPT (OpenAI)

closed weightspaidcodewritinganalysis

Strong benchmarks; limited disclosure of per-query energy and water intensity.

Grok

xAI

Index

Not yet scored

Fast, unfiltered, realtime-leaning.

Powered by: Grok (xAI)

closed weightspaidchatresearchcode

Memphis cluster ran unpermitted methane turbines; minimal transparency reporting.

Index

Not yet scored

Open-weight frontier you can self-host.

Powered by: Meta AI / Llama

open weightsopencodewritinganalysis

Open weights allow local inference; parent company scores poorly on water siting.

Copilot

Microsoft

Index

Not yet scored

Office-embedded assistant running on OpenAI frontier models.

Powered by: ChatGPT (OpenAI), Copilot (Microsoft)

closed weightspaidchatwritinganalysis

Estimated scores pending confirmation. Inherits OpenAI model behaviour; enterprise tenants get no-training commitments.

Mistral AI

Mistral AI

Index

Not yet scored

EU-hosted, regulation-aligned.

Powered by: Mistral AI

closed weightsfreemiumcodewritingchat

EU AI Act aligned, French low-carbon grid, GDPR-native data handling.

Perplexity

Perplexity AI

Index

Not yet scored

Answer engine that routes queries across multiple frontier models with citations.

Powered by: Claude (Anthropic), ChatGPT (OpenAI)

closed weightsfreemiumresearchchatanalysis

Estimated scores pending confirmation. Multi-model aggregator, so impact varies with the routed provider.

Qwen

Alibaba Cloud

Index

Not yet scored

Strong multilingual generalist.

Powered by: Qwen3 (Alibaba)

closed weightsfreemiummultimodalchatwriting

Coal-heavy regional grid exposure across several compute regions.