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snake-arena

flov-ai/snake-arena

LLM Snake benchmark with reproducible seeds and Jev System One support.

Evaluation & Benchmarking0.71Runner-up: Game & Simulation
Automated README summary

Automatically summarized from the README on 14 Oct 2026; not a run by jevbooks. Run instructions and author-reported outcomes still need verification.

What it is

A benchmark where LLMs play Snake. Each model response advances the game by one tick, and with the same seed the food spawns in the same order for every model, so runs are reproducible and comparable.

How it uses Jev

Jev is used via the System One format: the endpoint receives { model?, state, questions } and returns answers. The game sends the current board state and questions about the next move, then applies the returned choice to advance the snake.

Primitives:choice

Technique worth stealing

Same seed ensures identical food sequence for all models, making runs reproducible and comparable.

Try it

Open snake-arena.html or snake-arena-duel.html in a browser, or serve locally with python3 -m http.server 8000.

View on GitHub

Start using Jev: API key and your first request →

Model judgments from README excerpts

Project signals use repository metadata, an existing summary and the first 700 README characters, not the full project. “Not found” means not detected in that material; it does not establish absence. These are the original judgments with recorded models and dates, not source audits or run results.

Models & evaluation dates

Inclusion gate
jev-1.13.0
Project signals
jev-1.13.0
Category
jev-1.13.0
Pattern tags
jev-1.13.0

Evidence

These signals use repository metadata, an existing summary and at most 700 cleaned README characters. ≥ 0.60 means reported in that excerpt; ≤ 0.40 means not found there. The middle band is inconclusive. None is a source-code audit or a test result. The runnable-tool question excludes research experiments; the recommendation question asks for a learning shortlist, not a quality verdict.

  • Jev is core to the projectunclear0.46
  • Shows a System One patternunclear0.57
  • Describes handling uncertaintynot found in the excerpt0.03
  • Reports measured numbersnot found in the excerpt0.04
  • Is a runnable toolnot found in the excerpt0.24
  • Top-10 learning shortlist signalnot found in the excerpt0.23
  • Is a replica of the modelnot found in the excerpt0.09
  • Solves a common problem (0–2)score on a 0–2 scale0.29 / 2
  • About JevFound in material0.74
Signals
Jev is core to the project0.46Shows a System One pattern0.57Describes handling uncertainty0.03Reports measured numbers0.04Is a runnable tool0.24Top-10 learning shortlist signal0.23Is a replica of the model0.0900.51Solves a common problem (0–2)0.29 / 2012

no-judgment band (0.40–0.60)

Design patterns
Check-up0.51Questionnaire0.4300.51

no-judgment band (0.40–0.60)

The Jev model and date for each judgment stage are listed above. Card written by DeepSeek V4.1 Flash from the README on 14 Oct 2026.