VITOMIND · TESTED LIVE

Kolibri-1 against the models it says it beats

On October 3, 2026 Aleph Alpha released Kolibri-1, an open-weight German/English model: 78B parameters, 3.46B active per token, up to 1M tokens of context, Apache 2.0. Its model card says it leads the mixture-of-experts models of its size. It has no API anywhere yet, so we gave it two prompts in Tesseracted Labs' free browser chat, then sent the exact same text to four of the models in that comparison through OpenRouter. One request each, ten files, all playable here.

Kolibri Rush

One prompt, five models: a hummingbird flies through a neon city at night, collects nectar and dodges drones.

All five · Side by side
All five Side by side

The five Kolibri Rush builds running at once. Press Autopilot and the same little bot plays every window (it only reads the game state the prompt asked each model to expose).

Autopilot button5 gamesOpen
Kolibri-1 · Aleph Alpha · Kolibri Rush
Kolibri-1 · Aleph Alpha Kolibri Rush

Written in about 20 seconds. As delivered it froze on the first frame (it calls ctx.circle, which does not exist); we changed that one call to ctx.arc. It runs, but the city skyline is missing and the flowers crawl at 8 pixels per second (per-frame and per-second speeds are mixed up), so it is barely playable. Original kept untouched.

Hold Space or the mouse to flap20 s · free demoOpen
Qwen3.6 35B-A3B · Kolibri Rush
Qwen3.6 35B-A3B Kolibri Rush

Same size class as Kolibri (3B active). Starts first time: skyline with lit windows, flowers, drones, speed-up. One bug left as it is: with the keyboard the bird never stops climbing, so play it with the mouse. No edits.

Hold the mouse button to flap1.8 min · $0.009Open
Nemotron 3 Super · Kolibri Rush
Nemotron 3 Super Kolibri Rush

As delivered it could not start: Space and click were never wired to the start screen. We added that (two lines, marked in the source). Then it plays, with a lit skyline. Original kept untouched.

Hold Space or the mouse to flap9.7 min · $0.004Open
Mistral Small 4 · Kolibri Rush
Mistral Small 4 Kolibri Rush

Runs out of the box, but the city is rows of grey towers across the whole screen. No edits.

Hold Space or the mouse to flap1.6 min · $0.010Open
Qwen3.8 27B (dense) · Kolibri Rush
Qwen3.8 27B (dense) Kolibri Rush

The most polished of the five once it starts. As delivered the canvas stayed at 300x150 (resize() was never called at start); we added that one call. Original kept untouched.

Hold Space or the mouse to flap3.8 min · $0.027Open

Kolibri-1 · Aleph Alpha, untouched original · Kolibri-1's answers as text, exactly as written · Nemotron 3 Super, untouched original · Qwen3.8 27B (dense), untouched original

Inside a Mixture-of-Experts model

Same prompt to all five: an interactive page that shows how Kolibri's own architecture routes each token to 6 of 384 experts plus a shared one, layer by layer, with a usage heatmap.

Kolibri-1 · Aleph Alpha · MoE Visualizer
Kolibri-1 · Aleph Alpha MoE Visualizer

Written with extended thinking on in the free demo, which stopped it at its output limit: the file ends halfway through a function, so the canvas stays empty. That is the demo's cap, not necessarily the model. Untouched.

Route tokens · Play1.6 min · free demoOpen
Qwen3.6 35B-A3B · MoE Token Router
Qwen3.6 35B-A3B MoE Token Router

Complete: token chips, the 384-cell expert grid, live stats and a heatmap. No edits.

Route tokens · Play · click a token36 s · $0.010Open
Nemotron 3 Super · MoE Visualizer
Nemotron 3 Super MoE Visualizer

Shows nothing: the script has a syntax error (Unexpected token 'var'). Untouched.

-4.8 min · $0.002Open
Mistral Small 4 · MoE Router Visualization
Mistral Small 4 MoE Router Visualization

Draws the token and its connections to the chosen experts, but not the 384-expert grid. No edits.

Route tokens · Play1.6 min · $0.011Open
Qwen3.8 27B (dense) · MoE Token Routing
Qwen3.8 27B (dense) MoE Token Routing

The best of the five: the token travels through all 50 layers, experts light up, the heatmap fills. No edits.

Route tokens · click a token · layer slider2.6 min · $0.025Open

Kolibri-1's answers as text, exactly as written

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The exact prompts are for Ruocco Academy members. Every prompt word for word, with model, settings, time and cost, the full clean source of every demo as a ZIP, and step-by-step notes on how each video was made. The demos on this page are free to use for everyone.

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