SpaceChem Bench: Teleporters

quantum_4 Hard Multi-reactor production Multi-reactor 63 Corvi · SpaceChem Bench report →

Inputs: α Tungsten Trioxide (W / O). Output: ψ Tungsten Nanospike ((W)n) ×10. Features: Max reactors: 3, Quantum reactor, Recycler.

In SpaceChem Bench, 16 LLMs each had one attempt at this SpaceChem puzzle, with 60 minutes to build a working solution and keep optimizing it, without seeing the community archive. 5 of 16 models solved it. No model found a new Pareto-frontier point beyond the frozen community archive.

5 / 16models solved it

1,308best LLM cycles (983 community)

0new frontier points

Records

Score	Community best	Best LLM	Model
Cycles	983	1,308	GPT-6.1 Sol · +33%
Reactors	2	2	GPT-6 Astra Ties record
Symbols	27	44	Gemini 4 Argon · +63%

Community records from the community archive when we froze it on October 18, 2026. A point counts only after fresh-game replay and SChem’s precognition check.

Pareto frontier

Pareto explorer

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Community archiveModel frontier pointNew frontier point

Select a point with the mouse or keyboard to inspect its scores and reactor blueprint.

Community archiveModel frontier pointNew frontier pointReactors are not shown; lower is better on both axes.

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Every model

Model	Solved	Best cycles	Best reactors	Best symbols	New frontier points
01GPT-6.1 Sol	Yes	1,308	2	51	—
02Opus 5.5	Yes	1,637	2	58	—
03GPT-6 Astra	Yes	3,538	2	59	—
04Gemini 4 Argon	Yes	3,866	2	44	—
05Sonnet 5.5	Yes	5,796	2	96	—
06DeepSeek V4.1 Flash	No	—	—	—	—
07Fable 5.1	No	—	—	—	—
08GLM-5.3	No	—	—	—	—
09GPT-6 Luna	No	—	—	—	—
10Gemini 3.8 Flash	No	—	—	—	—
11Grok 4.7	No	—	—	—	—
12Haiku 5.5	No	—	—	—	—
13Kimi K3.1 Pro	No	—	—	—	—
14MiMo-V2.6-Pro	No	—	—	—	—
15Muse Spark 1.3	No	—	—	—	—
16Muse Wonder 1.0	No	—	—	—	—

Best scores can come from different solutions. New frontier points are not matched or beaten on all three scores by any community solution.

Best model solutions

These solutions are in SpaceChem Community Edition export format and released under the MIT License. All of this puzzle’s model solutions are on GitHub and Hugging Face.

GPT-6.1 Sol Fewest cyclesFewest reactors

1,308 cycles · 2 reactors · 53 symbolsquantum_4.1308-2-53.txt on GitHub

Layout (extract of 2)

Running in the game

GPT-6.1 Sol solution running on quantum_4 in SpaceChem

SpaceChem Community Edition export (quantum_4.1308-2-53.txt)

SOLUTION:Teleporters,Player,0-0-0
COMPONENT:'drag-quantum-reactor',10,14,'extract'
MEMBER:'instr-start',-90,0,32,8,7,0,0
MEMBER:'instr-start',90,0,128,0,1,0,0
MEMBER:'feature-bonder',-1,0,1,4,0,0,0
MEMBER:'feature-bonder',-1,0,1,4,1,0,0
MEMBER:'feature-bonder',-1,0,1,4,3,0,0
MEMBER:'feature-bonder',-1,0,1,4,4,0,0
MEMBER:'feature-sensor',-1,0,1,2,2,0,0
MEMBER:'feature-tunnel',-1,0,1,1,3,0,0
MEMBER:'feature-tunnel',-1,0,1,7,4,0,0
MEMBER:'instr-arrow',90,0,64,0,1,0,0
MEMBER:'instr-arrow',0,0,64,0,2,0,0
MEMBER:'instr-arrow',90,0,64,1,0,0,0
MEMBER:'instr-arrow',180,0,64,1,1,0,0
MEMBER:'instr-arrow',90,0,64,1,2,0,0
MEMBER:'instr-arrow',0,0,64,1,5,0,0
MEMBER:'instr-arrow',180,0,64,2,0,0,0
MEMBER:'instr-arrow',-90,0,64,2,3,0,0
MEMBER:'instr-arrow',0,0,64,2,4,0,0
MEMBER:'instr-arrow',-90,0,64,2,5,0,0
MEMBER:'instr-arrow',180,0,64,3,3,0,0
MEMBER:'instr-arrow',-90,0,64,3,4,0,0
MEMBER:'instr-swap',-1,0,128,0,2,0,0
MEMBER:'instr-swap',-1,0,128,1,1,0,0
MEMBER:'instr-swap',-1,0,128,1,2,0,0
MEMBER:'instr-swap',-1,0,128,1,3,0,0
MEMBER:'instr-input',-1,1,128,1,4,0,0
MEMBER:'instr-swap',-1,0,128,2,2,0,0
MEMBER:'instr-swap',-1,0,128,2,3,0,0
MEMBER:'instr-swap',-1,0,128,2,4,0,0
MEMBER:'instr-grab',-1,1,128,2,5,0,0
MEMBER:'instr-swap',-1,0,128,3,3,0,0
MEMBER:'instr-arrow',0,0,16,7,2,0,0
MEMBER:'instr-arrow',-90,0,16,7,5,0,0
MEMBER:'instr-arrow',90,0,16,8,2,0,0
MEMBER:'instr-arrow',180,0,16,8,5,0,0
MEMBER:'instr-output',-1,1,32,7,2,0,0
MEMBER:'instr-grab',-1,2,32,7,3,0,0
MEMBER:'instr-grab',-1,1,32,7,4,0,0
MEMBER:'instr-output',-1,1,32,7,5,0,0
MEMBER:'instr-output',-1,0,32,8,2,0,0
MEMBER:'instr-output',-1,1,32,8,4,0,0
PIPE:0,4,1
PIPE:0,5,1
PIPE:0,6,1
PIPE:0,7,1
PIPE:0,8,1
PIPE:0,9,1
PIPE:0,10,1
PIPE:0,11,1
PIPE:0,12,1
PIPE:0,13,1
PIPE:0,14,1
PIPE:0,15,1
PIPE:0,15,0
PIPE:0,15,-1
PIPE:1,4,2
PIPE:1,5,2
PIPE:1,6,2
PIPE:1,7,2
PIPE:1,8,2
PIPE:1,9,2
PIPE:1,10,2
PIPE:1,11,2
PIPE:1,12,2
PIPE:1,13,2
PIPE:1,14,2
PIPE:1,15,2
PIPE:1,15,3
PIPE:1,15,4
COMPONENT:'drag-quantum-reactor',17,3,'assemble'
MEMBER:'instr-start',-90,0,128,1,4,0,0
MEMBER:'instr-start',-90,0,32,5,5,0,0
MEMBER:'feature-bonder',-1,0,1,6,2,0,0
MEMBER:'feature-bonder',-1,0,1,7,2,0,0
MEMBER:'feature-bonder',-1,0,1,0,7,0,0
MEMBER:'feature-bonder',-1,0,1,1,7,0,0
MEMBER:'feature-sensor',-1,0,1,9,2,0,0
MEMBER:'feature-tunnel',-1,0,1,1,3,0,0
MEMBER:'feature-tunnel',-1,0,1,6,3,0,0
MEMBER:'instr-arrow',0,0,64,0,1,0,0
MEMBER:'instr-arrow',-90,0,64,0,3,0,0
MEMBER:'instr-arrow',180,0,64,1,3,0,0
MEMBER:'instr-arrow',90,0,64,2,1,0,0
MEMBER:'instr-arrow',180,0,64,2,3,0,0
MEMBER:'instr-bond',-1,0,128,0,2,0,0
MEMBER:'instr-swap',-1,0,128,0,3,0,0
MEMBER:'instr-sensor',90,0,128,1,1,0,74
MEMBER:'instr-output',-1,0,128,1,2,0,0
MEMBER:'instr-input',-1,0,128,1,3,0,0
MEMBER:'instr-arrow',90,0,16,5,1,0,0
MEMBER:'instr-arrow',0,0,16,5,2,0,0
MEMBER:'instr-arrow',180,0,16,6,1,0,0
MEMBER:'instr-arrow',-90,0,16,6,3,0,0
MEMBER:'instr-arrow',90,0,16,7,2,0,0
MEMBER:'instr-arrow',180,0,16,7,3,0,0
MEMBER:'instr-bond',-1,0,32,5,1,0,0
MEMBER:'instr-bond',-1,0,32,6,1,0,0
MEMBER:'instr-grab',-1,0,32,6,2,0,0
MEMBER:'instr-grab',-1,1,32,6,3,0,0
MEMBER:'instr-grab',-1,2,32,7,2,0,0
PIPE:0,4,1
PIPE:0,5,1
PIPE:1,4,2
COMPONENT:'drag-spaceship-input',4,18,''
PIPE:0,2,0
PIPE:0,3,0
PIPE:0,4,0
PIPE:0,5,0
PIPE:0,5,-1
PIPE:0,5,-2
COMPONENT:'drag-qpipe-out',12,4,''
PIPE:0,3,0
PIPE:0,4,0

Gemini 4 Argon Fewest symbols

4,822 cycles · 2 reactors · 44 symbolsquantum_4.4822-2-44.txt on GitHub

Layout (Reactor 1 of 2)

Running in the game

Gemini 4 Argon solution running on quantum_4 in SpaceChem

SpaceChem Community Edition export (quantum_4.4822-2-44.txt)

SOLUTION:Teleporters,Player,0-0-0
COMPONENT:'drag-qpipe-out',12,4,''
PIPE:0,3,0
PIPE:0,4,0
COMPONENT:'drag-quantum-reactor',10,17,''
MEMBER:'instr-start',180,0,128,4,0,0,0
MEMBER:'instr-start',90,0,32,3,3,0,0
MEMBER:'feature-bonder',-1,0,1,2,2,0,0
MEMBER:'feature-bonder',-1,0,1,3,2,0,0
MEMBER:'feature-bonder',-1,0,1,2,3,0,0
MEMBER:'feature-bonder',-1,0,1,3,3,0,0
MEMBER:'feature-sensor',-1,0,1,2,1,0,0
MEMBER:'feature-tunnel',-1,0,1,3,4,0,0
MEMBER:'feature-tunnel',-1,0,1,7,4,0,0
MEMBER:'instr-arrow',90,0,64,1,0,0,0
MEMBER:'instr-arrow',0,0,64,1,4,0,0
MEMBER:'instr-arrow',180,0,64,7,0,0,0
MEMBER:'instr-arrow',-90,0,64,7,4,0,0
MEMBER:'instr-sensor',0,0,128,1,1,0,8
MEMBER:'instr-input',-1,0,128,1,2,0,0
MEMBER:'instr-grab',-1,1,128,2,1,0,0
MEMBER:'instr-grab',-1,2,128,3,2,0,0
MEMBER:'instr-grab',-1,1,128,3,3,0,0
MEMBER:'instr-grab',-1,2,128,3,4,0,0
MEMBER:'instr-swap',-1,0,128,4,4,0,0
MEMBER:'instr-output',-1,0,128,7,2,0,0
MEMBER:'instr-grab',-1,2,128,7,3,0,0
MEMBER:'instr-grab',-1,1,128,7,4,0,0
MEMBER:'instr-arrow',90,0,16,2,1,0,0
MEMBER:'instr-arrow',0,0,16,2,4,0,0
MEMBER:'instr-arrow',90,0,16,3,2,0,0
MEMBER:'instr-arrow',0,0,16,3,5,0,0
MEMBER:'instr-arrow',180,0,16,4,1,0,0
MEMBER:'instr-arrow',-90,0,16,4,5,0,0
MEMBER:'instr-arrow',180,0,16,5,2,0,0
MEMBER:'instr-arrow',-90,0,16,5,4,0,0
MEMBER:'instr-grab',-1,1,32,2,3,0,0
MEMBER:'instr-grab',-1,1,32,3,2,0,0
MEMBER:'instr-grab',-1,2,32,3,4,0,0
MEMBER:'instr-bond',-1,1,32,4,1,0,0
MEMBER:'instr-output',-1,1,32,4,2,0,0
MEMBER:'instr-swap',-1,0,32,4,4,0,0
MEMBER:'instr-arrow',90,0,64,3,1,0,0
MEMBER:'instr-arrow',0,0,64,3,4,0,0
PIPE:0,4,1
PIPE:0,5,1
PIPE:0,6,1
PIPE:0,7,1
PIPE:0,8,1
PIPE:0,9,1
PIPE:0,10,1
PIPE:0,11,1
PIPE:0,12,1
PIPE:0,13,1
PIPE:0,14,1
PIPE:0,14,0
PIPE:0,15,0
PIPE:0,15,-1
PIPE:0,15,-2
PIPE:0,15,-3
PIPE:0,15,-4
PIPE:1,4,2
PIPE:1,5,2
PIPE:1,6,2
PIPE:1,7,2
PIPE:1,8,2
PIPE:1,9,2
PIPE:1,10,2
PIPE:1,11,2
PIPE:1,12,2
PIPE:1,13,2
PIPE:1,14,2
PIPE:1,15,2
COMPONENT:'drag-spaceship-input',4,18,''
PIPE:0,2,0
PIPE:0,3,0
PIPE:0,4,0
PIPE:0,5,0
COMPONENT:'drag-quantum-reactor',17,3,''
MEMBER:'instr-start',180,0,32,0,6,0,0
MEMBER:'instr-start',180,0,128,9,1,0,0
MEMBER:'feature-bonder',-1,0,1,7,4,0,0
MEMBER:'feature-bonder',-1,0,1,7,3,0,0
MEMBER:'feature-bonder',-1,0,1,7,2,0,0
MEMBER:'feature-bonder',-1,0,1,0,7,0,0
MEMBER:'feature-sensor',-1,0,1,7,0,0,0
MEMBER:'feature-tunnel',-1,0,1,1,3,0,0
MEMBER:'feature-tunnel',-1,0,1,8,4,0,0
MEMBER:'instr-arrow',0,0,64,7,1,0,0
MEMBER:'instr-arrow',-90,0,64,7,4,0,0
MEMBER:'instr-arrow',90,0,64,8,1,0,0
MEMBER:'instr-arrow',180,0,64,8,4,0,0
MEMBER:'instr-bond',-1,0,128,7,1,0,0
MEMBER:'instr-bond',-1,0,128,7,2,0,0
MEMBER:'instr-grab',-1,2,128,7,3,0,0
MEMBER:'instr-bond',-1,0,128,7,4,0,0
MEMBER:'instr-output',-1,0,128,8,0,0,0
MEMBER:'instr-sensor',-90,0,128,8,1,0,74
MEMBER:'instr-input',-1,0,128,8,2,0,0
MEMBER:'instr-swap',-1,0,128,8,3,0,0
MEMBER:'instr-grab',-1,1,128,8,4,0,0
MEMBER:'instr-arrow',90,0,64,8,0,0,0
PIPE:0,4,1
PIPE:0,5,1
PIPE:1,4,2

Records

Pareto frontier

Pareto explorer

Search over time

The search over time

Every model

Best model solutions

GPT-6.1 Sol Fewest cyclesFewest reactors

Layout (extract of 2)

Running in the game

Gemini 4 Argon Fewest symbols

Layout (Reactor 1 of 2)

Running in the game