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TreadLightlyAI

AI Transparency Card

Last updated 2026-08-20

Models

Inference

Green4

100% renewable energy (Free, Starter, Builder tiers)

Conventional2

Carbon offsets (Advanced plan only)

HostGreen Model
InfomaniakGreen DocsBGE Multilingual Gemma 2 9B
InfomaniakGreen TinyGemma 4 31B Instruct, short answers
InfomaniakGreen SmallGemma 4 31B Instruct, full-length answers
GreenPTGreen LargeGPT-OSS 120B

Green Tiny and Green Small run the same model on the same host. What differs is how long one answer can be: Tiny is capped, Small is not.

HostConventional Model
UndisclosedClaude Haiku 4.5
UndisclosedClaude Sonnet 5

Training

CreatorEnergy
Google DeepMindUnknown
OpenAICarbon Offsets
AnthropicCarbon Offsets

Compromises we make

Most energy numbers are estimates

Only one model reports its own energy use: Green Large. Until August 2026 the default model reported it too. It now runs on Infomaniak, which reports none, so most of what you see is a token-based estimate.

We made that trade knowingly. Infomaniak has the strongest environmental record of any host we use, and the model it serves passes our safety bar. Neither of those turns an estimate into a measurement, so we label every estimate and say which is which.

Training energy isn't green

Inference is only part of the overall footprint. Training is a significant cost too, and we are not aware of any large models trained on renewable power.

Anthropic infrastructure

Two Claude models are available on Advanced. We don't host them and can't certify them as renewable.

Use of Claude Code

Sonnet 4.5 and Opus 4.6 assist development. We use frontier models for software development.

Environmental

Water Use
?

Not tracked by providers. The 2025 AI environmental cost landscape review flags water as the field's largest omitted metric. We would rather name the gap than invent a number.

Energy Methodology
Measured
Green Large only (GreenPT)
Estimated
Green Tiny, Green Small, Haiku, Sonnet
Green tier rate
90 uWh/token, 108 with overhead
Version
Calibration
115.31 uWh/token measured (Green Large); 56.65 measured on a model retired from the lineup
Overhead
1.2x infrastructure multiplier
Estimated numbers are prefixed with ~
Data Center Sustainability
InfomaniakGeneva, CHA+100% energy heat recovery.
GreenPTEUA100% renewable energy.
Cloudflare R2WNAMA-100% renewable energy.
AnthropicUSADPublic sustainability commitments, but new investments in fossil fuel powered plants.

Ethics & Policy

Model Inclusion Standard
We exclude
Below C overall or any F on the FLI Safety Index.
Any provider that dissolved its safety team.
This applies to the model creator and the API host independently. A creator that fails is excluded even when someone else does the hosting.
We require
At least one of: green-hosted, energy-efficient, safety-leading, or open-weight.
Safety Scores
AnthropicClaudeC+FLI AI Safety Index, Summer 2026.
OpenAIGPT-OSS (Green Large)CDown from C+ in the Winter 2025 index.
Google DeepMindGemma 4 (Green Tiny, Green Small)CThird of nine. Lowest domain grade is D, in existential safety.

Commitments

10% of all revenue to the Future of Life Institute, disbursed every six months and posted publicly

$3.46 sent 2026-07-16, covering inception through 2026-06-30.

1.5% of revenue to carbon removal via Stripe Climate’s partner Frontier

No customer data used to train AI

No ad targeting of customers