oneshotlm
← What's new
New Models

ByteDance Seed: 2.0 Code vs 2.1 Turbo

Two new ByteDance Seed models went through the matrix together — both 35 of 35 on build reliability, but with opposite temperaments.

Seed 2.1 Turbo is the metronome: a 3.26 average with only four builds below three stars. Matrix rain, the Mandelbrot explorer, the Lorenz attractor, boids, and a full-screen Game of Life all land clean. The code-tuned Seed 2.0 swings harder at 2.71 — it matches Turbo's four-star ceiling (13 builds each) but nine outright-broken outputs drag the average down: a blank double pendulum (`cos1 is not defined`), a force graph that errors before it initializes, an aquarium that never fills.

The interesting part is that they break on different prompts. Turbo fumbles the brick-breaker and the maze that Seed 2.0 gets right, while Seed 2.0 blanks on the pendulum Turbo animates cleanly. For these visual one-shots, the "code" model is the streakier one — higher variance, not higher output. The paired builds are below.

seed-2.0-code vs seed-2-1-turbo

seed-2.0-code 2.71
515 15 ties · 35 prompts
3.26 seed-2-1-turbo
seed-2.0-code — Boids flocking CLEAN
seed-2.0-code even
$0.0175
seed-2-1-turbo — Boids flocking CLEAN
seed-2-1-turbo even
$0.0112
seed-2.0-code — Lorenz attractor CLEAN
seed-2.0-code even
$0.0183
seed-2-1-turbo — Lorenz attractor CLEAN
seed-2-1-turbo even
$0.0319
seed-2.0-code — Mandelbrot explorer CLEAN
seed-2.0-code even
$0.0191
seed-2-1-turbo — Mandelbrot explorer CLEAN
seed-2-1-turbo even
$0.0099
seed-2.0-code — Matrix digital rain CLEAN
seed-2.0-code even
$0.0060
seed-2-1-turbo — Matrix digital rain CLEAN
seed-2-1-turbo even
$0.0037
seed-2.0-code — Brick breaker CLEAN
seed-2.0-code ▲ better
$0.0201
seed-2-1-turbo — Brick breaker BROKEN
seed-2-1-turbo
$0.0170
seed-2.0-code — Double pendulum BLANK
seed-2.0-code
$0.0168
seed-2-1-turbo — Double pendulum CLEAN
seed-2-1-turbo ▲ better
$0.0135
seed-2.0-code — Fireworks CLEAN
seed-2.0-code even
$0.0311
seed-2-1-turbo — Fireworks CLEAN
seed-2-1-turbo even
$0.0103