IRYX™demos

[ demos · Iryx ]

Iryx, playing.

Two demos of Iryx deciding in real time: closed decisions on every cycle, from structured input, with no text generation. The game describes the scene as JSON; Iryx picks among closed options and says how sure it is.

[ demo ]

A demo, not a product benchmark. The games show how Iryx decides in real time. Iryx's numbers on the text tests are at Iryx 1.0 numbers.

Freedoom, MAP01, live

One of three games: the one that finished the level. The code reads the game and acts; Iryx only decides. Server in the US, client in Brazil: the 283 ms per request include the internet. Narrated in English with a synthetic voice, with captions; the panel is in Portuguese. The game is Freedoom, free and Doom-compatible; Doom is a trademark of id Software, which did not take part in or endorse this demo.
117 sof game time to finish the level, on difficulty 3, live: the game does not pause while waiting for the answer.
~4/sdecisions per second of game time: 472 Iryx decisions in 117 s. Across the three games, 4.0 to 4.8 per second.
283 msper tactical request (1 to 3 decisions), median, from the client in Brazil to a server in the US, including the internet.

On every cycle, the game code writes the state as JSON: health, weapon in hand, who is in the crosshair, enemies in sight, exit, barrels. Iryx answers with up to five closed decisions, in two requests: the tactical one (shoot or hold, target, movement) and the strategic one (weapon and the current priority: exit, recover health, explore). The code acts: turns, walks, shoots. Next cycle, all over again.

In this game, Iryx finished Freedoom's MAP01 in 117 s of game time, on difficulty 3. It took out 13 enemies and left with 54 health. It fired in 51 of 51 moments with an enemy in the crosshair and, with a barrel in the line of fire, in 3 of 3. When only one real option existed, the question was not even asked: the panel shows "no question · single option".

Snake, six boards

A summary of six games, from 8×8 to 20×20, with random seeds, narrated in English with a synthetic voice, with captions. Each game runs until the snake crashes. Server in the US, client in Brazil. In the full game, in real time, each move stays on screen for as long as the decision took: watch the full game (21 min, no sound, 43.9 MB).
331points on six boards: 25 to 81 per game.
5,276moves, one closed decision per move among four directions.
231 msper move, median, from the client in Brazil to a server in the US, including the internet.

On every move, the game sends the board as coordinates (head, food, body, size) and four closed options: up, down, left, right. Iryx picks one and returns the probability of each option; the game moves the snake and sends the next board.

How it works

  1. The screen becomes a structured state: The game code reads what is on screen and writes a short JSON: position, health, enemies, options. Iryx does not see the image.
  2. Iryx picks among closed options: Each question is a pick with 2 to 26 options. The answer is one option, the confidence and the probability spectrum. No free text.
  3. Confidence says when to check: Every answer comes with its confidence band. In the demos, the game always applies the most likely option and shows the band. In a real system, the low band is where you check, ask for more context or hand over to a person.
  4. The game applies the action: The code acts: walks, aims, shoots, switches weapons. Then the cycle restarts: in Doom, ~2.5 cycles per second (~4 decisions per second); in Snake, on every move.

What this means for you

[ support ]

Support triage

A message arrives; Iryx answers, in the same request, the team, the urgency and the tone, each with its confidence. Whatever comes back with low confidence goes to a person.

[ operations ]

Operating rules

JSON events (an order, an alert, a record) go through closed questions: approve or review, which queue, which priority. No long prompt and no text to parse afterwards.

[ agents ]

Agent decisions

An agent that has to choose its next action among known options asks Iryx, in a few hundred milliseconds over the internet (tens, on the server), instead of generating text and parsing it. Up to 32 decisions about the same context in one request.

Start with the API

The same POST /v1/decide the demos use: one context, 1 to 32 closed questions (pick, check, scale), and the decision, the confidence and the spectrum for each one. The API is not open to the public yet: access comes with a reservation.

Reservations are made by creating an account, free and with no commitment.

Read the docsReserveMeet Iryx 1.0
  • Measured and recorded on 2026-10-17, with a test version of Iryx on a server in the US and the games running in Brazil. Client-side times include the internet between the two.
  • On the server, without the internet, each decision takes from a few milliseconds to a few tens of milliseconds.
  • The games are a demo, not a product benchmark. Iryx's numbers on the text tests are at Iryx 1.0 numbers.
  • The demo uses Freedoom, a free Doom-compatible game, including the level's music (© 2001-2024 Contributors to the Freedoom project, 3-clause BSD license; license text).
  • Doom is a trademark of id Software. None of these parties took part in or endorses this demo.

Measured on Oct 17, 2026. Spotted a mistake? Write to contato@iryxia.com.