Video wird geladen...

Video konnte nicht geladen werden

Beim Laden dieses Videos ist ein Problem aufgetreten. Dies könnte an einem vorübergehenden Netzwerkproblem liegen oder das Video ist möglicherweise nicht verfügbar.

GPT 6 Astra vs SWE 2.0 tested both models with same prompt at highest reasoning available > astra took 80 minutes to complete this task and costed $64 > swe 2.0 took 25 minutes and costed zero dollars really surprised by swe results here and astra looks nerfed right... show more

J A Z I I

9,064 subscribers

27,997 Aufrufe • vor 1 Tag •via X (Twitter)

Nachrichten & Politik Bildung Wissenschaft & Technologie

Anya Rossi• Live Now

Private livecam show

51 Kommentare

Profilbild von J A Z I I

J A Z I Ivor 1 Tag

you can play around here: both models were test in devin desktop app

Profilbild von Damianonyx ☯︎

Damianonyx ☯︎vor 1 Tag

I'd chosen SWE at first glance, but GPT-6 Astra did it better. Compare GPT-6 Astra to Nex-N2.5-Pro. It's currently free on OpenRouter.

Profilbild von J A Z I I

J A Z I Ivor 1 Tag

lemme run same prompt on next will do tonight

Profilbild von Damianonyx ☯︎

Damianonyx ☯︎vor 1 Tag

Okay, please tag me when you do 🙏🏽

Profilbild von martwypoeta

martwypoetavor 1 Tag

asrra 😭

Profilbild von J A Z I I

J A Z I Ivor 1 Tag

it shows real human edited lmaoo

Profilbild von Shubh

Shubhvor 1 Tag

swe 2.0 did an incredible job

Profilbild von Parody Elon Musk (Crypto Edition)

Parody Elon Musk (Crypto Edition)vor 1 Tag

astra is a scam

Profilbild von AshutoshShrivastava

AshutoshShrivastavavor 1 Tag

How zero? Is it free to use?

Profilbild von J A Z I I

J A Z I Ivor 1 Tag

yes via Devin

Profilbild von am.will

am.willvor 22 Stunden

swe cooked here

Profilbild von samyok

samyokvor 1 Tag

this is insane

Profilbild von J A Z I I

J A Z I Ivor 1 Tag

you guys cooked, cognition w

Profilbild von Tim Jayas

Tim Jayasvor 23 Stunden

is swe 2.0 Kimi-k3.1 ?

Profilbild von J A Z I I

J A Z I Ivor 22 Stunden

you could say that but it's free

Profilbild von GBE

GBEvor 1 Tag

its soo good tho

Profilbild von levithefirst

levithefirstvor 1 Tag

I thought Astra was end game tf is going on

Profilbild von J A Z I I

J A Z I Ivor 1 Tag

Astra is nerfed pretty hard rn

Profilbild von levithefirst

levithefirstvor 1 Tag

lol

Profilbild von painn

painnvor 1 Tag

wait $0 for this?😭 swe 2.0 won

Profilbild von J A Z I I

J A Z I Ivor 1 Tag

free in devin for now

Profilbild von painn

painnvor 1 Tag

without a devin plan? (i was gifted a max btw)

Profilbild von J A Z I I

J A Z I Ivor 1 Tag

yeah try on that without plan it's not available anywhere except Devin for now

Profilbild von WolfSWAP | SWAP & WIN

WolfSWAP | SWAP & WINvor 22 Stunden

how did free model cooked astra?

Profilbild von J A Z I I

J A Z I Ivor 22 Stunden

I wanna know too

Profilbild von Miguel

Miguelvor 23 Stunden

Let's hope they can keep up the capacity and not having to nerf like others do

Profilbild von John Kler

John Klervor 1 Tag

Oh wow. Swe 2.0 is absolutely incredible. Didn't expect this from a relatively small product/lab.

Profilbild von J A Z I I

J A Z I Ivor 1 Tag

cognition is coming for top models

Profilbild von m0h

m0hvor 23 Stunden

which model is SWE 2.0???

Profilbild von J A Z I I

J A Z I Ivor 23 Stunden

swe 2.0 is model name made by cognition available in Devin for free via their subs

Profilbild von m0h

m0hvor 23 Stunden

oh not a fan of Devin, where does their sub start from

Profilbild von J A Z I I

J A Z I Ivor 23 Stunden

20 bucks

Profilbild von Shikhar

Shikharvor 1 Tag

is swe 2.0 free in devin?

Profilbild von J A Z I I

J A Z I Ivor 1 Tag

yeah free in devin that's why zero

Profilbild von Berna

Bernavor 23 Stunden

Bro AI is becoming scary advanced

Profilbild von K2S

K2Svor 22 Stunden

Damn u used 64$ for this output and swe 2.0 😱

Profilbild von J A Z I I

J A Z I Ivor 22 Stunden

yeah man, I have to test kek

Profilbild von K2S

K2Svor 22 Stunden

Sure test but this type of test 🤣 🤣

Profilbild von Inferno

Infernovor 23 Stunden

This is insane bro

Profilbild von Veee

Veeevor 1 Tag

the way you put out output is diabolical dude

Profilbild von J A Z I I

J A Z I Ivor 1 Tag

haha 😂😆

Profilbild von kepo

kepovor 1 Tag

SWE 2.0 underrated

Profilbild von J A Z I I

J A Z I Ivor 1 Tag

you should try it, it's free

Profilbild von am.will

am.willvor 22 Stunden

costed isn't a word btw (at least not in this context) :P

Profilbild von J A Z I I

J A Z I Ivor 22 Stunden

if you can understand it's good, doesn't matter the wording, shows ai didn't write it kek

Profilbild von Qwerty 🧀

Qwerty 🧀vor 23 Stunden

Astra don't have competition now

Profilbild von Gregor

Gregorvor 1 Tag

The $0 makes it hard to call this a fair comparison. Speed and cost gaps at highest reasoning usually mean different step counts, not a broken model. Output diff would tell you more than the timer.

Profilbild von Cedric

Cedricvor 1 Tag

There's no actual API conversion for SWE 2.0 hence $0? I get that it's free but there's no actual conversion if it were to be in api cost?

Profilbild von J A Z I I

J A Z I Ivor 1 Tag

yeah i think so

Profilbild von Fayeque

Fayequevor 23 Stunden

How is the performance(speed and quality) compare to deepseek v4.1 flash?

Profilbild von Gunbit

Gunbitvor 1 Tag

80 minutes is brutal. Astra's reasoning depth is impressive but the token economics don't scale for production workflows. Have you tested it with smaller, decomposed prompts? Often cuts time by 60% without quality loss.

Ähnliche Videos

Opus 5 vs DeepSeek v4.1 Flash tested both models with same frontend prompt at highest reasoning available but results came out really different > opus took 80 minutes to complete and costed $20 > v4.1 flash took 60 minutes and costed $0.2 which one did better here?

Opus 5 vs DeepSeek v4.1 Flash tested both models with same frontend prompt at highest reasoning available but results came out really different > opus took 80 minutes to complete and costed $20 > v4.1 flash took 60 minutes and costed $0.2 which one did better here?

J A Z I I

37,480 Aufrufe • vor 1 Tag

GLM 5.3 Flash vs Kimi K3 tested both models on same prompt at highest reasoning available but results came out really different > 5.3 flash took 20 minutes to complete this and costed $0.7 via AIhubMix API > kimi k3 took 30 minutes to complete this and costed $4.32 via Kimi Plan which one do you think did better here?

GLM 5.3 Flash vs Kimi K3 tested both models on same prompt at highest reasoning available but results came out really different > 5.3 flash took 20 minutes to complete this and costed $0.7 via AIhubMix API > kimi k3 took 30 minutes to complete this and costed $4.32 via Kimi Plan which one do you think did better here?

J A Z I I

23,105 Aufrufe • vor 16 Tagen

Fable 5.1 vs Kimi K3 Tested both models with the same prompt at the highest reasoning level available. > Fable took 18 minutes to complete this test and cost $12.60 > Kimi K3 took 10 minutes and cost around $6.95 Which one wins here?

Fable 5.1 vs Kimi K3 Tested both models with the same prompt at the highest reasoning level available. > Fable took 18 minutes to complete this test and cost $12.60 > Kimi K3 took 10 minutes and cost around $6.95 Which one wins here?

Bhavy☄️

146,932 Aufrufe • vor 9 Tagen

meta muse just mogged fable 5.1 tested fable 5.1 and muse spark 1.3 with same prompt at highest reasoning available and results came out really different > muse spark 1.3 completed task in one minute and costed almost nothing > fable 5.1 completed task in 70 minutes and costed $13 it's clear that meta is stepping up their game in ai, they don't wanna left behind which one did better here?

meta muse just mogged fable 5.1 tested fable 5.1 and muse spark 1.3 with same prompt at highest reasoning available and results came out really different > muse spark 1.3 completed task in one minute and costed almost nothing > fable 5.1 completed task in 70 minutes and costed $13 it's clear that meta is stepping up their game in ai, they don't wanna left behind which one did better here?

J A Z I I

75,034 Aufrufe • vor 8 Tagen

I asked Astra (GPT-6) and Fable 5.1 both to build GTA VI like game researching about it, and the results are below. Same prompt. Fable took ~2 hours; Astra took ~90 minutes. Watch the full gameplay side by side below, with audio switching every 10 seconds

I asked Astra (GPT-6) and Fable 5.1 both to build GTA VI like game researching about it, and the results are below. Same prompt. Fable took ~2 hours; Astra took ~90 minutes. Watch the full gameplay side by side below, with audio switching every 10 seconds

Mehul Mohan

320,142 Aufrufe • vor 7 Tagen

MY FIRST GAME OUTPUT WITH GPT-6 ASTRA IT ONE-SHOTTED THIS CALL OF DUTY GAME IN 30 MINUTES!!! GPT-6 ASTRA IS THE FASTEST MODEL ON THE MARKET. THE SAME PROMPT TOOK FABLE 5.1 ALMOST 5 HRS AND IT CONSUMED A FRACTION OF THE TOKENS FABLE 5.1 DID.

MY FIRST GAME OUTPUT WITH GPT-6 ASTRA IT ONE-SHOTTED THIS CALL OF DUTY GAME IN 30 MINUTES!!! GPT-6 ASTRA IS THE FASTEST MODEL ON THE MARKET. THE SAME PROMPT TOOK FABLE 5.1 ALMOST 5 HRS AND IT CONSUMED A FRACTION OF THE TOKENS FABLE 5.1 DID.

hiraeth

36,888 Aufrufe • vor 7 Tagen

GPT-6 Astra just one-shot this deep-space cruiser that you can fly through It cost 75K tokens and took 26 minutes with no revisions

GPT-6 Astra just one-shot this deep-space cruiser that you can fly through It cost 75K tokens and took 26 minutes with no revisions

0xMarioNawfal

65,658 Aufrufe • vor 4 Tagen

Love this example! Congrats to Google DeepMind! I successfully replicated the Boggle game on SWE Arena. TLDR: Gemini 2.0 Pro won! In the case of Claude 3.5 Sonnet vs Gemini 2.0 Pro, both are given the image and prompt to generate the algo to get the results. The image and prompt are exactly the same. Try it out on SWE Arena: BTW can we get a bigger streaming rate limit for our API, so that ppl can better compare the latest Gemini models with other frontier models? Jeff Dean Logan Kilpatrick 👀

Love this example! Congrats to Google DeepMind! I successfully replicated the Boggle game on SWE Arena. TLDR: Gemini 2.0 Pro won! In the case of Claude 3.5 Sonnet vs Gemini 2.0 Pro, both are given the image and prompt to generate the algo to get the results. The image and prompt are exactly the same. Try it out on SWE Arena: BTW can we get a bigger streaming rate limit for our API, so that ppl can better compare the latest Gemini models with other frontier models? Jeff Dean Logan Kilpatrick 👀

Terry Yue Zhuo

48,220 Aufrufe • vor 1 Jahr

Fable 5 vs GPT 5.5 tested both on High settings with the same prompt > Fable one shotted everything in 15 minutes and used 3% of weekly limits > GPT 5.5 took 20 minutes and used 3% of weekly limits 5.5 is not looking good here at all which one do you think won?

Fable 5 vs GPT 5.5 tested both on High settings with the same prompt > Fable one shotted everything in 15 minutes and used 3% of weekly limits > GPT 5.5 took 20 minutes and used 3% of weekly limits 5.5 is not looking good here at all which one do you think won?

J A Z I I

107,777 Aufrufe • vor 3 Monaten

Opus 4.8 vs MiniMax M3 tested both on default settings with the same prompt > Opus one shotted everything in 7 minutes > M3 needed an extra prompt to fix the "break block" feature and took 20+ minutes both got super close, judge both and lemme know which one looks better?

Opus 4.8 vs MiniMax M3 tested both on default settings with the same prompt > Opus one shotted everything in 7 minutes > M3 needed an extra prompt to fix the "break block" feature and took 20+ minutes both got super close, judge both and lemme know which one looks better?

J A Z I I

67,862 Aufrufe • vor 3 Monaten

deepseek v4.1 flash vs secret model tested both with the same prompt at the highest reasoning available > v4.1 flash took 2 hours to finish both tests and cost $2.60 > secret model finished both in 30 minutes, can’t reveal cost yet v4.1 flash spent a lot of time overthinking and running random tests, which slowed it down thanks AIHubmix for providing api access so i could test v4.1 flash hoping that team will cut down the overthinking before the full release, but for now here are the results which model did better here?

deepseek v4.1 flash vs secret model tested both with the same prompt at the highest reasoning available > v4.1 flash took 2 hours to finish both tests and cost $2.60 > secret model finished both in 30 minutes, can’t reveal cost yet v4.1 flash spent a lot of time overthinking and running random tests, which slowed it down thanks AIHubmix for providing api access so i could test v4.1 flash hoping that team will cut down the overthinking before the full release, but for now here are the results which model did better here?

J A Z I I

28,586 Aufrufe • vor 3 Tagen

I GAVE GPT-6 ASTRA AND GROK BOT $1,000 EACH AND THE BETTER TRADER F*CKING LOST grok closed $1,742.15. astra closed $1,634.27. eleven points apart same day, same page, six agents each. one order: beat the other room or i cut funding astra was the better trader on every line people brag about → coin side: astra $586.42, grok $468.90 → astra went 17 of 24 green, grok went 16 of 24 → astra caught the MARLIN low at 57.4K and the 818K top, +$462.44 on two tickets → astra took 92% of its day out of that one coin → grok took 37% of his day out of prediction books, +$273.25 → astra ran the same books for $47.85 so how did the worse trader take the money? a calendar apple held a keynote that day. grok bought IPOD at 559K into it, +$306.48, biggest ticket of the duel. then he traded the market pricing it wrong: "apple foldable iphone by sep 30", NO at 45c, closed at 97.9c both opened the same bitcoin book over 80k. astra took YES at 34.5c and watched it bleed to 13.5c, its worst book of the day. grok took NO at 58.5c and closed it at 93.5c same market, same hour, opposite sides. no benchmark tells you that. leaderboards score answers, not tickets both floors trade on one page anyone can open: a manhattan seat that reads a calendar costs $180,000 a year. mine cost less than dinner and argued all night the six-role setup i handed both sits in the article i quoted, free you can rent the smarter model, not the habit of reading tomorrow whole duel is in the clip below, tick by tick. bookmark it before the feed eats it which one would you fund after that scorecard?

I GAVE GPT-6 ASTRA AND GROK BOT $1,000 EACH AND THE BETTER TRADER F*CKING LOST grok closed $1,742.15. astra closed $1,634.27. eleven points apart same day, same page, six agents each. one order: beat the other room or i cut funding astra was the better trader on every line people brag about → coin side: astra $586.42, grok $468.90 → astra went 17 of 24 green, grok went 16 of 24 → astra caught the MARLIN low at 57.4K and the 818K top, +$462.44 on two tickets → astra took 92% of its day out of that one coin → grok took 37% of his day out of prediction books, +$273.25 → astra ran the same books for $47.85 so how did the worse trader take the money? a calendar apple held a keynote that day. grok bought IPOD at 559K into it, +$306.48, biggest ticket of the duel. then he traded the market pricing it wrong: "apple foldable iphone by sep 30", NO at 45c, closed at 97.9c both opened the same bitcoin book over 80k. astra took YES at 34.5c and watched it bleed to 13.5c, its worst book of the day. grok took NO at 58.5c and closed it at 93.5c same market, same hour, opposite sides. no benchmark tells you that. leaderboards score answers, not tickets both floors trade on one page anyone can open: a manhattan seat that reads a calendar costs $180,000 a year. mine cost less than dinner and argued all night the six-role setup i handed both sits in the article i quoted, free you can rent the smarter model, not the habit of reading tomorrow whole duel is in the clip below, tick by tick. bookmark it before the feed eats it which one would you fund after that scorecard?

savip.

13,617 Aufrufe • vor 1 Tag

GPT-6 Astra (max) created this incredible war scene in Three.js, in a single turn (no examples, basic prompt only). Just look at the detail! On the ship models, on how things interact with the water... And this was only 50K tokens, done in about 12 minutes.

GPT-6 Astra (max) created this incredible war scene in Three.js, in a single turn (no examples, basic prompt only). Just look at the detail! On the ship models, on how things interact with the water... And this was only 50K tokens, done in about 12 minutes.

leo 🐾

52,635 Aufrufe • vor 7 Tagen

🚨 You can use GPT-6 Astra as the orchestrator and DeepSeek V4.1 Flash as the agents to cut costs by more than 88% while maintaining the same level of quality. And now it’s even better, since DeepSeek V4.1 Flash is one of the best models for cybersecurity at an incredibly low price

🚨 You can use GPT-6 Astra as the orchestrator and DeepSeek V4.1 Flash as the agents to cut costs by more than 88% while maintaining the same level of quality. And now it’s even better, since DeepSeek V4.1 Flash is one of the best models for cybersecurity at an incredibly low price

Iam_

25,437 Aufrufe • vor 1 Tag

FIRST TEST Seedance 2.0! From my initial tests, this is one of the more impressive AI video models I’ve tried so far. Dynamic motion feels fluid, prompt adherence is solid, and the efficiency really stood out, very little iteration needed. Everything you see here was generated using just one reference image + one prompt. I also tested a 3×3 image grid with no prompt at all, and the results stayed surprisingly consistent. Another highlight: sound design is already included, and it actually works really well. Tested via BytePlus 👉 More detail and access link to try Seedance 2.0 is in the comments.

FIRST TEST Seedance 2.0! From my initial tests, this is one of the more impressive AI video models I’ve tried so far. Dynamic motion feels fluid, prompt adherence is solid, and the efficiency really stood out, very little iteration needed. Everything you see here was generated using just one reference image + one prompt. I also tested a 3×3 image grid with no prompt at all, and the results stayed surprisingly consistent. Another highlight: sound design is already included, and it actually works really well. Tested via BytePlus 👉 More detail and access link to try Seedance 2.0 is in the comments.

Dinda Prasetyo

45,450 Aufrufe • vor 7 Monaten

gpt astra vs fable 5.1 at goldberg machine gpt 6 astra – openai, landed on OpenRouter less then hour ago, provider pinned to openai fable 5.1 – anthropic, shipped sep 1 we put the two models on one job: a rube goldberg machine in three.js that presses a button and detonates a bomb the setup: one self-contained html file, three.js from a cdn, everything else procedural – no textures, no models, no physics engine, every collision hand-written. the hard part sits in the brief: a domino may only fall once the previous one actually touches it, checked by real overlap every frame, never by a timer. same rule for the hammer hitting the button and the button firing the bomb. one continuous camera, its speed driven by whatever is moving. we recorded both scenes frame by frame – 1200 frames, 60 fps, exactly 20 seconds – and stepped both by hand to read the telemetry. - cost #1 astra – $1.84 #2 fable – $29.16 - time #1 astra – 9m 56s #2 fable – 1h 12m - tokens #1 astra – 45k #2 fable – 360k - lines of code astra – 881 fable – 744 observations: • we told it what we saw and nothing else – no diagnosis, no patch. we never edit a model's code. round two ran the whole chain to the blast. • both files are deterministic. two runs each, identical state to twelve decimals, and neither model reached for math.random. conclusion: 15.8x cheaper and 7.2x faster, and it still took a second round to get the ball into the bucket! follow thehype. for 24/7 ai news, analysis and breakdowns

gpt astra vs fable 5.1 at goldberg machine gpt 6 astra – openai, landed on OpenRouter less then hour ago, provider pinned to openai fable 5.1 – anthropic, shipped sep 1 we put the two models on one job: a rube goldberg machine in three.js that presses a button and detonates a bomb the setup: one self-contained html file, three.js from a cdn, everything else procedural – no textures, no models, no physics engine, every collision hand-written. the hard part sits in the brief: a domino may only fall once the previous one actually touches it, checked by real overlap every frame, never by a timer. same rule for the hammer hitting the button and the button firing the bomb. one continuous camera, its speed driven by whatever is moving. we recorded both scenes frame by frame – 1200 frames, 60 fps, exactly 20 seconds – and stepped both by hand to read the telemetry. - cost #1 astra – $1.84 #2 fable – $29.16 - time #1 astra – 9m 56s #2 fable – 1h 12m - tokens #1 astra – 45k #2 fable – 360k - lines of code astra – 881 fable – 744 observations: • we told it what we saw and nothing else – no diagnosis, no patch. we never edit a model's code. round two ran the whole chain to the blast. • both files are deterministic. two runs each, identical state to twelve decimals, and neither model reached for math.random. conclusion: 15.8x cheaper and 7.2x faster, and it still took a second round to get the ball into the bucket! follow thehype. for 24/7 ai news, analysis and breakdowns

thehype.

37,039 Aufrufe • vor 6 Tagen

Goddamn, GPT-6 Astra is something really Astraordinary 😱 I gave it a 3D model and asked it to auto rig the character and add animations like walking, running and a few Kung Fu moves... and IT ACTUALLY DID IT!! No big prompts or anything. Just simple trash talk mentioning what to do. Okay, wait wait wait. Welcome to the dark reality. It took me 3 sessions to get this result and somewhere it is still very much broken 😂 But this is genuinely a great step forward for the 3D modeling field. I had tried rigging the same model using Kimi K3 and the results were bad. Almost awful. So far, Astra does feel much more promising than the other models I have tested so far. More tests coming

Goddamn, GPT-6 Astra is something really Astraordinary 😱 I gave it a 3D model and asked it to auto rig the character and add animations like walking, running and a few Kung Fu moves... and IT ACTUALLY DID IT!! No big prompts or anything. Just simple trash talk mentioning what to do. Okay, wait wait wait. Welcome to the dark reality. It took me 3 sessions to get this result and somewhere it is still very much broken 😂 But this is genuinely a great step forward for the 3D modeling field. I had tried rigging the same model using Kimi K3 and the results were bad. Almost awful. So far, Astra does feel much more promising than the other models I have tested so far. More tests coming

The Bugged Dev

48,255 Aufrufe • vor 6 Tagen

36 GROK AGENTS. ASTRA ON FREE CREDITS. DUAL-MODEL ROUTING IS THE EDGE. not one chat window burning a paid invoice all day a swarm that routes cheap work to grok and only wakes gpt-6 astra when the task is actually hard ▹ the stack 36 agents on grok bot with flexible settings per role monitor, plan, write, code, QA, ship, each with its own lane part of the fleet is wired to gpt-6 astra through a china free-credit service layer free credits are not a toy promo here they are the fuel for frontier spikes without a monthly bleed ▹ dual-model routing easy jobs stay on grok: speed, volume, always-on loops hard jobs jump to astra: reasoning, long builds, sharp code the router decides by task type, not by ego if astra is not needed, astra does not spend free-credit bursts buy the expensive brain grok agents keep the factory running between bursts that is how the system feels unlimited not by breaking quotas, by refusing to waste them ▹ why it hits different most people pay frontier prices for every mid task operators split the brain and protect the credits 36 agents = parallel throughput dual routing = cost control with quality when it matters free credits = astra access without living on the invoice the constraint moved from "can i afford the model" to "did i route the job to the right model" ▹ the take single-model stacks die on bills and on boredom multi-agent + dual routing is the new default factory grok for the grind astra for the cut free credits for the spikes that used to empty the wallet bookmark this before everyone copies the route map comments: what % of your tasks actually deserve astra

36 GROK AGENTS. ASTRA ON FREE CREDITS. DUAL-MODEL ROUTING IS THE EDGE. not one chat window burning a paid invoice all day a swarm that routes cheap work to grok and only wakes gpt-6 astra when the task is actually hard ▹ the stack 36 agents on grok bot with flexible settings per role monitor, plan, write, code, QA, ship, each with its own lane part of the fleet is wired to gpt-6 astra through a china free-credit service layer free credits are not a toy promo here they are the fuel for frontier spikes without a monthly bleed ▹ dual-model routing easy jobs stay on grok: speed, volume, always-on loops hard jobs jump to astra: reasoning, long builds, sharp code the router decides by task type, not by ego if astra is not needed, astra does not spend free-credit bursts buy the expensive brain grok agents keep the factory running between bursts that is how the system feels unlimited not by breaking quotas, by refusing to waste them ▹ why it hits different most people pay frontier prices for every mid task operators split the brain and protect the credits 36 agents = parallel throughput dual routing = cost control with quality when it matters free credits = astra access without living on the invoice the constraint moved from "can i afford the model" to "did i route the job to the right model" ▹ the take single-model stacks die on bills and on boredom multi-agent + dual routing is the new default factory grok for the grind astra for the cut free credits for the spikes that used to empty the wallet bookmark this before everyone copies the route map comments: what % of your tasks actually deserve astra

cryptopsihoz

38,656 Aufrufe • vor 2 Tagen

Tested the exact same prompt on Seedance 2.0 vs. Omni Flash, and the results are wild. 🤯 Both have their weird little AI mutations (we all know the struggle lol), but the biggest shocker? Omni Flash generated this instantly with zero censorship, while Seedance 2.0 threw a fit and tried to ban the prompt. 💀 Dropping the exact prompt in the thread below 👇 Next up, I’m gonna push them harder with some crazy dynamic animation. Which model do you think won this round? tbh I’m torn.

Tested the exact same prompt on Seedance 2.0 vs. Omni Flash, and the results are wild. 🤯 Both have their weird little AI mutations (we all know the struggle lol), but the biggest shocker? Omni Flash generated this instantly with zero censorship, while Seedance 2.0 threw a fit and tried to ban the prompt. 💀 Dropping the exact prompt in the thread below 👇 Next up, I’m gonna push them harder with some crazy dynamic animation. Which model do you think won this round? tbh I’m torn.

Ivanna | AI Art & Prompts

38,463 Aufrufe • vor 3 Monaten

What is really useful is how GPT-6 Astra got better in spatial understanding. I'm still shocked how good it navigates 3D space. Here I gave it Blender MCP and Tripo P2.0 to generate optimized 3D models and put them together, rig and animate. Result is freaking awesome! Doing 3D objects procedurally with Astra is fun, but quality is not compared with what 3D Gen can do. Like you don't ask GPT to draw image with pen when there is GPT Image, same here. And token cost also speaks for it, 3D gen simply cheaper. But the way it assemble thing together, characters and scene, that is shocking ngl. And rigging of course, I have so much hope on it, it is most annoying part of 3d for me lol

What is really useful is how GPT-6 Astra got better in spatial understanding. I'm still shocked how good it navigates 3D space. Here I gave it Blender MCP and Tripo P2.0 to generate optimized 3D models and put them together, rig and animate. Result is freaking awesome! Doing 3D objects procedurally with Astra is fun, but quality is not compared with what 3D Gen can do. Like you don't ask GPT to draw image with pen when there is GPT Image, same here. And token cost also speaks for it, 3D gen simply cheaper. But the way it assemble thing together, characters and scene, that is shocking ngl. And rigging of course, I have so much hope on it, it is most annoying part of 3d for me lol

Stefan 3D AI

19,476 Aufrufe • vor 5 Tagen