merge upstream

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ntnsndr committed 2026-10-16 17:31:51 +00:00
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@@ -16,20 +16,18 @@ provider today is best on both.
|---|---|---|---|---|
| **Tinfoil** | *private* | **Strongest — architectural** | Not a green claim | Runs in hardware enclaves (TEEs) with end-to-end encryption (EHBP), verifiable via remote attestation. Neither we nor Tinfoil can read your prompts or responses at inference time. Energy mix is not disclosed. |
| **GreenPT** | *green* | **Policy-based** | **Strongest — 100% renewable** | Standard (non-enclave) hosting in the EU; privacy rests on GreenPT's commitments and EU data rules, not on cryptography. Compute runs on 100% renewable energy. |
| **PublicAI** | *public* | Policy-based | Undisclosed | A gateway for **publicly developed, sovereign models** — open-weight models built by national/public programs rather than private labs. Privacy is policy-based (no enclave); energy mix is not disclosed. |
| **Regolo** | *green* | Policy-based — **zero data retention** | **100% renewable** | EU-hosted (Italy, Seeweb) with a stated zero-data-retention policy: prompts are not stored or reused. Compute runs on 100% renewable energy. |
**Reading the gradations:**
- **Privacy:** *architectural* (Tinfoil) beats *policy-based* (GreenPT, PublicAI). An
enclave protects you even if the provider is compromised; a policy protects
you only as far as the provider keeps its word. Both are better than a
provider with neither.
- **Green energy:** *100% renewable* (GreenPT) beats *undisclosed* (Tinfoil,
PublicAI). GreenPT reports its energy mix; the others do not, so we can't
claim greenness for them.
- **Sovereignty:** *publicly developed* (PublicAI) is its own value — the models
come from public/national AI programs, built as public goods rather than
proprietary products. It's a third axis, independent of privacy and energy.
- **Privacy:** *architectural* (Tinfoil) beats *policy-based* (GreenPT,
Regolo). An enclave protects you even if the provider is compromised; a
policy protects you only as far as the provider keeps its word. Both are
better than a provider with neither — and Regolo adds a written
zero-data-retention commitment on top of its policy.
- **Green energy:** *100% renewable* (GreenPT, Regolo) beats *undisclosed*
(Tinfoil). GreenPT and Regolo both run on 100% renewable energy; Tinfoil's
mix is not disclosed.
Trade-offs are real: the most private option (Tinfoil) isn't the greenest, and
the greenest option (GreenPT) isn't the most private. The point of the co-op is
@@ -61,30 +59,39 @@ per-token billing). The cached-input rate applies when a model reuses a
shared prompt prefix (multi-turn conversations, agent loops); most providers
charge a steep discount for it. Models with `—` don't offer a distinct
cache-read price. **Vision** means the model accepts images as input
(screenshots, photos, documents to reason about) — all models output text.
None of our current models generate images.
(screenshots, photos, documents to reason about). **Image generation** is
available via the chat's image feature (the 🎨 button) using
`regolo/qwen-image`.
The emoji in the model name marks its **value tier** (the same icons used in the chat picker):
- 🔒 **Private** — Tinfoil: architecturally private (TEE enclaves)
- 🌱 **Green** — GreenPT: 100% renewable energy
- 📖 **Public** — PublicAI: publicly developed, sovereign open models
- 🌱 **Green** — GreenPT and Regolo: renewable-powered EU hosts (Regolo adds
a zero-data-retention commitment). The 🌱 emoji marks renewable-powered
providers, not a specific company.
| Model | Provider | Privacy | Green | Vision | Context | Pricing (in / out / cached) | Notes |
|---|---|---|---|---|---|---|---|
| `🌱 greenpt/deepseek-v4.1-flash` | GreenPT | policy | 100% renewable | ✅ | 1M | $0.22 / $1.10 / $0.011 | **Default.** DeepSeek's multimodal reasoning model, renewable energy; TEE twin below. |
| `🌱 greenpt/deepseek-v4.1-flash` | GreenPT | policy | ✅ 100% renewable | ✅ | 1M | $0.22 / $1.10 / $0.011 | **Default.** DeepSeek's multimodal reasoning model, renewable energy; TEE twin below. |
| `🔒 tinfoil/deepseek-v4-1-flash` | Tinfoil | architectural | undisclosed | ✅ | 1M | $0.65 / $1.45 / $0.13 | TEE-protected version of the default; image input, tool calling, long docs/agents. |
| `🔒 tinfoil/glm-5.3` | Tinfoil | architectural | undisclosed | — | 1M | $1.80 / $5.75 / $0.45 | GLM flagship, TEE-protected; strongest private-tier model for agentic coding and long-horizon tasks. |
| `🔒 tinfoil/gpt-oss-120b` | Tinfoil | architectural | undisclosed | — | 131K | $0.15 / $0.60 / — | Lightweight open-weight reasoning; cheapest private tier. |
| `🌱 greenpt/glm-5.3-flash` | GreenPT | policy | 100% renewable | — | 1M | $0.11 / $0.44 / $0.022 | Fast GLM model, renewable energy. |
| `🌱 greenpt/glm-5.3` | GreenPT | policy | 100% renewable | — | 1M | $1.10 / $4.40 / $0.275 | GLM flagship — strongest agentic model in the green tier. |
| `📖 publicai/apertus-v1.5-8b` | PublicAI | policy | undisclosed | ✅ | 262K | $0.10 / $0.20 / — | Fully open sovereign model, small/fast, image understanding. |
| `📖 publicai/apertus-v1.5-70b` | PublicAI | policy | undisclosed | ✅ | 262K | $0.82 / $2.92 / — | Fully open sovereign model, large/capable, image understanding. |
| `🌱 greenpt/glm-5.3-flash` | GreenPT | policy | ✅ 100% renewable | — | 1M | $0.11 / $0.44 / $0.022 | Fast GLM model, renewable energy. |
| `🌱 greenpt/glm-5.3` | GreenPT | policy | ✅ 100% renewable | — | 1M | $1.10 / $4.40 / $0.275 | GLM flagship — strongest agentic model in the green tier. |
| `🌱 regolo/apertus-70b` | Regolo | policy + ZDR | ✅ 100% renewable | ✅ | 65K | $0.46 / $2.44 / — | Fully open sovereign model (Apache-2.0), large/capable, image understanding. |
| `🌱 regolo/qwen3.5-122b` | Regolo | policy + ZDR | ✅ 100% renewable | ✅ | 262K | $1.16 / $4.87 / — | Large vision+reasoning MoE (Qwen 3.5, 122B-A10B); biggest context in the roster. |
Vision is verified working through the co-op gateway (base64 image input via
`/v1/chat/completions`, standard OpenAI format). In the chat UI, just attach
an image to your message while using a ✅ model.
**Reading the Privacy column:** *architectural* means the protection is built
into the infrastructure (TEE enclaves) — even the provider can't read your
prompts. *Policy* means the provider commits, by contract and policy, not to
store or reuse your data. *ZDR* (zero data retention) is a stronger policy:
the provider keeps no copy of prompts or outputs at all after the response is
delivered.
**Same model, two providers:** `glm-5.3` (Z.ai's GLM flagship) is offered both
on GreenPT (renewable, $1.10/$4.40) and on Tinfoil (TEE-protected, $1.80/$5.75)
— pick the axis that matters to you. The fast `glm-5.3-flash` variant is
@@ -131,6 +138,22 @@ curl https://gateway.inference.coop/v1/chat/completions \
]}]}'
```
### Image generation
`🌱 regolo/qwen-image` (Regolo, EU-hosted, zero data retention) generates
images from a text prompt. In the chat, press the **Integrations** button
below the message box, choose **Image**, and describe what you want — the
generated image appears in the conversation. Via the API:
```bash
curl https://gateway.inference.coop/v1/images/generations \
-H "Authorization: Bearer ***" \
-H "Content-Type: application/json" \
-d '{"model": "regolo/qwen-image", "prompt": "a watercolor painting of a mountain lake", "n": 1, "size": "512x512"}'
```
The response returns base64-encoded JPEG(s). Billed per pixel generated.
### About the Apertus models
Apertus is the **Swiss AI Initiative's** open foundation model, built by a