tokonomix.ai valid

Tokonomix.ai

Multi-model AI consensus — ask several frontier LLMs the same high-stakes question and have an

Their llms.txt

The beginning of the file, from our validated copy saved 2026-10-25T18:55:13.828Z. Cached copy · Source on tokonomix.ai

# Tokonomix.ai

> Multi-model AI consensus — ask several frontier LLMs the same high-stakes question and have an
> independent judge reconcile one answer, with disagreements surfaced (not averaged away). A one-key,
> OpenAI- and Anthropic-compatible gateway carries it as transport and reaches 130+ models across
> families, with EU data-residency routing for prompts that contain personal data. Plus daily
> latency/quality benchmarks in six languages.

## About

<!-- capabilities:start -->
## Live gateway capabilities

> Rendered live from the same platform capability flags as `GET /api/v1/capabilities`;
> revalidated hourly. No manual sync step exists.

| Capability | Status | Endpoint |
|---|---|---|
| Chat completions (single-model) | ✅ ON | `POST /api/v1/chat/completions` |
| Consensus multi-model council | ✅ ON | `POST /api/v1/chat/completions (mode=consensus)` |
| Image generation (text→image) | ✅ ON | `POST /api/v1/images/generations` |
| Image editing (existing image) | ✅ ON | `POST /api/v1/images/edits` |
| Image input in chat (vision) | ✅ ON | `POST /api/v1/chat/completions` |
| Text embeddings | ✅ ON | `POST /api/v1/embeddings` |
| Speech-to-text transcription | ✅ ON | `POST /api/v1/audio/transcriptions` |
| Rerank | ❌ OFF | `POST /api/v1/rerank` |
| Web search plugin | ❌ OFF | `chat body: "plugins":[{"id":"web"}]` |
| Server-side tool injection | ✅ ON | `POST /api/anthropic/v1/messages` |

Machine-readable version with SDK snippets and gotchas: `GET /api/v1/capabilities`
<!-- capabilities:end -->

Tokonomix is two things behind one key:
1. A **consensus gateway** — an OpenAI-compatible (and Anthropic-Messages-compatible) API that
   routes single-model calls OR runs a cross-family **council**: 2–6 proposer models answer
   independently and blind, then an independent judge synthesises and flags disagreement. This is
   a recall amplifier for correctness, not a truth oracle — it reduces single-model error and
   surfaces blind spots; it does not guarantee correctness.
2. An **independent benchmark** — transparent, reproducible daily speed and intelligence scores for
   major models, with the full prompt set and scoring methodology published.

Tokonomix is an InterIP Networks BV initiative, sister site to ZelixAI (https://zelixai.ai).

## What it is for (positioning)

Two distinct jobs, one key — do not conflate them:

- **Consensus = a verification / agent-QA layer.** Cross-check a high-stakes answer across several
  frontier models before it ships: code review, security review, fact-checking, legal/compliance
  statements, anything irreversible. The independent judge surfaces the disagreement a single model
  hides. Copyable honest framing: **"a recall amplifier, not a truth oracle — it reduces
  single-model error and surfaces blind spots, it does not guarantee correctness."**
- **Agents Never Sleep (ANS) = unattended run-to-completion.** A separate, open skill/harness that
  drives a backlog overnight without stalling on questions, wi
…

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Machine-readable: GET /v1/resolve?q=tokonomix.ai · GET /v1/domain/tokonomix.ai · this page as Accept: application/json or text/markdown · MCP lookup_domain

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