Loading video...

Video Failed to Load

Go Home

GPT-6.1 Sol vs GPT-6 Astra on Higgsfield. Both models got the same task: build a 3D game prototype - with GPT-6.1 Sol completing the same workflow 4x faster at one-fifth the cost.

49,790 views • 3 days ago •via X (Twitter)

22 Comments

I'm_Gregson's profile picture
I'm_Gregson3 days ago

Larpers...

NekoPrompt's profile picture
NekoPrompt3 days ago

Does this exceed Claude 5.5?

Mira Synth Tech's profile picture
Mira Synth Tech3 days ago

4x faster 1/5 the cost?? Sol is cooking. That’s a massive leap for prototyping

Duggu's profile picture
Duggu3 days ago

6.1 sol looks better😱

Echo✨Muse's profile picture
Echo✨Muse3 days ago

Looks much better.

Hussain Hashim | Building SundayBack's profile picture
Hussain Hashim | Building SundayBack3 days ago

@higgsfield_ai curious if the Sol model's faster completion affects quality. Sometimes speed trades off with depth in game mechanics.

sanzida's profile picture
sanzida3 days ago

That’s a pretty striking difference in speed and cost. 👀 4× faster at one-fifth the cost makes the comparison especially interesting for 3D workflows. 🎮🔥

Aaliya's profile picture
Aaliya3 days ago

u guys r so fast

human00001's profile picture
human000013 days ago

Locking the character bible before an overnight agent run is the part that saves the morning redo.

Luis de Oliveira's profile picture
Luis de Oliveira3 days ago

@Sonecarox

TÜRK's profile picture
TÜRK3 days ago

Scamfield

Servantes's profile picture
Servantes3 days ago

Bro this is scam not marketing

Axel Großklaus's profile picture
Axel Großklaus3 days ago

"a game prototype" that is the Elden Ring Shadow of the Erdtree DLC..

DX | Video Editor's profile picture
DX | Video Editor3 days ago

what happen?

Vitman's profile picture
Vitman3 days ago

and the graphics are more vivid in GPT 6.1 Sol

Saud's profile picture
Saud3 days ago

This is amazing AI ever i tried 💓 100% recommend 😍

Gem | AI SaaS & Tools's profile picture
Gem | AI SaaS & Tools3 days ago

AWESOME!

Blum's profile picture
Blum3 days ago

Great comparison. GPT has been putting out some really good models lately

Hana Kaito AI🌞's profile picture
Hana Kaito AI🌞3 days ago

Speed and cost make a huge difference when building 3D prototypes. Exciting to see AI pushing game development forward!

Ergod's profile picture
Ergod3 days ago

didn't realize we could do all this in higgs i'll have to give yall a try :)

ShadowAguy's profile picture
ShadowAguy3 days ago

If both prototypes are equally playable, speed matters less than cleanup. How many manual rescues and failed tool calls did each model need?

Harout Boyajian's profile picture
Harout Boyajian3 days ago

Give us the game links so we can try it if it's true.

Related Videos

Codex tip: once GPT-6.1 Sol is your main model, stop running Astra on every turn put Astra on call as an architect agent GPT-6.1 Sol keeps writing the code Astra only gets spawned at three points: → before a plan: is this the right approach? → when the same error comes back: am I digging in the wrong place? → before "done": what did I miss? Astra reviews. Sol ships Jev engineering is the same move one layer down: the forks that need no thinker (which file, which tool, retry or stop) go to Jev in under half a second, and the big models only see the ones that split - the full tree > GPT-6.1 Sol on high runs the main session > explorer reads the code on Luna > worker edits and runs tests on Sol > researcher pulls the docs on Luna > all three on medium > Astra on call as the architect > auto_review checks every approval paste the tree and this prompt into Codex ↓ "Rebuild my Codex setup around this tree: 1. Check ~/.codex/agents and .codex/agents for agents that already fit explorer, worker and researcher. > Draft new TOML files only for missing roles > explorer and researcher on gpt-6-luna, worker on gpt-6.1-sol, all with model_reasoning_effort medium > Add an architect agent on gpt-6-astra, model_reasoning_effort high, whose only job is reviewing plans, repeated errors and finished work > Skip any that pin a different model and list them 2. In ~/.codex/config.toml set model to gpt-6.1-sol, model_reasoning_effort to high and approvals_reviewer to auto_review 3. Find anything that would override this (active profiles, flags in my shell aliases, agents.default_subagent_model). Report it, change nothing 4. Add one rule to AGENTS.md: spawn the architect before a large plan, when an error repeats, and before calling a long task done Show me every change as a diff first. No edits until I say go." ↳

delost

901,097 views • 2 days ago