Video wird geladen...

Video konnte nicht geladen werden

Zur Startseite

Is thumbnail A/B testing sequential or in parallel? Here’s the answer!

YouTubeInsider's profile picture

YouTube Creator Insider

39,216 subscribers

27,161 Aufrufe • vor 2 Jahren •via X (Twitter)

Wissenschaft & TechnologieBildung
LIVE

Anya Rossi• Live Now

Private livecam show

9 Kommentare

Profilbild von Anis 🇩🇿
Anis 🇩🇿vor 2 Jahren

Will there be an option in the future to let the A/B testing pick the winning thumbnail in the first few hours?

Profilbild von YouTube Creator Insider
YouTube Creator Insidervor 2 Jahren

The bounding factor isn’t time, it’s data. There has to be enough time to get enough data to pick the winner. If you were to pick an arbitrary time like the first few hours, there’s a likelihood you wouldn’t have enough data to pick a winner. Make sense?

Profilbild von Ed Andersen
Ed Andersenvor 2 Jahren

What's the threshold for a thumbnail test to complete "early"? Ran one expecting it to take two weeks but a winner was decided in a day. Is it a certain number of impressions? Fixed percentage of watch time being hit?

Profilbild von YouTube Creator Insider
YouTube Creator Insidervor 2 Jahren

Enough data to determine with statistical confidence

Profilbild von Nona Prince
Nona Princevor 2 Jahren

Pls add this for live streams also or atleast when live is done we can run the test

Profilbild von Michel Lomner
Michel Lomnervor 2 Jahren

Why did you stop posting on YouTube?

Profilbild von Vinay Dhareshwar
Vinay Dhareshwarvor 2 Jahren

Ah, great to know! Thanks for this, Rene. 🙌

Profilbild von Anis 🇩🇿
Anis 🇩🇿vor 2 Jahren

If I use 3 thumbnails, will they target 3 different audiences, or is it just random?

Profilbild von Tim Schofield
Tim Schofieldvor 2 Jahren

Thanks for the answer!

Ähnliche Videos

🚨 New YouTube Feature Alert 🚨 Title AND Thumbnail A/B testing is starting to roll out 🙌🏾
0:46

🚨 New YouTube Feature Alert 🚨 Title AND Thumbnail A/B testing is starting to roll out 🙌🏾

Marques Brownlee

334,710 Aufrufe • vor 1 Jahr

I asked 6 agents in two conditions (parallel v/s sequential) to create the same tower defence game 👇 LLMs are known to have mode collapse, i.e. if you have multiple parallel runs on the same prompt, you get very similar responses. Is there a way to increase diversity? Yes, it turns out that if you do such multiple runs **sequentially**, instead of in parallel. (Plus for each sequential run, append results from previous runs and instruct the LLM to create something different from before.) I did this quick experiment to explore parallel v/s sequential runs for diversity. Given the same prompt to build a tower defence game, sequential runs had a much higher diversity and innovation v/s parallel runs. Check out this (AI-generated) video for gameplay clips. The sequential cohort created interesting new dynamics and visual style, while parallel ones all collapsed to similar colors and orbital style dynamics.
1:11

I asked 6 agents in two conditions (parallel v/s sequential) to create the same tower defence game 👇 LLMs are known to have mode collapse, i.e. if you have multiple parallel runs on the same prompt, you get very similar responses. Is there a way to increase diversity? Yes, it turns out that if you do such multiple runs **sequentially**, instead of in parallel. (Plus for each sequential run, append results from previous runs and instruct the LLM to create something different from before.) I did this quick experiment to explore parallel v/s sequential runs for diversity. Given the same prompt to build a tower defence game, sequential runs had a much higher diversity and innovation v/s parallel runs. Check out this (AI-generated) video for gameplay clips. The sequential cohort created interesting new dynamics and visual style, while parallel ones all collapsed to similar colors and orbital style dynamics.

Paras Chopra

11,592 Aufrufe • vor 2 Monaten

Is tolerance a utility in the region? Here’s the answer 👇
1:22

Is tolerance a utility in the region? Here’s the answer 👇

Rauda Altenaiji

21,699 Aufrufe • vor 2 Monaten

Is there a future for Jews in the US? Stupid question. Here’s my answer:
0:22

Is there a future for Jews in the US? Stupid question. Here’s my answer:

Emily Austin

337,483 Aufrufe • vor 1 Jahr

Sequential Monte Carlo speculative decoding from Makora keeps multiple draft tokens alive in parallel instead of rewinding failed matches.
1:22

Sequential Monte Carlo speculative decoding from Makora keeps multiple draft tokens alive in parallel instead of rewinding failed matches.

SemiAnalysis

24,418 Aufrufe • vor 4 Monaten

We're proud to present you the next generation sequential shifter: MagShift 🙌 Heusinkveld MagShift is a sequential shifter with a patented magnetic shift system. Feel the gears click into place like in real race cars. MagShift is the most versatile sequential shifter available.
0:25

We're proud to present you the next generation sequential shifter: MagShift 🙌 Heusinkveld MagShift is a sequential shifter with a patented magnetic shift system. Feel the gears click into place like in real race cars. MagShift is the most versatile sequential shifter available.

Heusinkveld

29,182 Aufrufe • vor 2 Jahren

Claude Sonnet 5 just leaked. If this is real, dev teams change overnight. Here’s why: → Massive context window (entire codebases). → Multi-agent workflows running in parallel. → Faster reasoning + fewer hallucinations. → Planning, coding, testing happening at once. → Infrastructure built for speed. This isn’t “ask → answer.” It’s delegation. Save this video, you’ll prepare properly. Want the SOP? DM me. 💬
7:33

Claude Sonnet 5 just leaked. If this is real, dev teams change overnight. Here’s why: → Massive context window (entire codebases). → Multi-agent workflows running in parallel. → Faster reasoning + fewer hallucinations. → Planning, coding, testing happening at once. → Infrastructure built for speed. This isn’t “ask → answer.” It’s delegation. Save this video, you’ll prepare properly. Want the SOP? DM me. 💬

Julian Goldie SEO

19,731 Aufrufe • vor 8 Monaten

Parallel Unique Avatars Marcolian // Mirielle In game testing
0:31

Parallel Unique Avatars Marcolian // Mirielle In game testing

Parallel Sanctuary

18,435 Aufrufe • vor 1 Jahr

I was asked if Reform is left or right wing. Here’s my answer:
1:00

I was asked if Reform is left or right wing. Here’s my answer:

Zia Yusuf

109,486 Aufrufe • vor 1 Jahr

🚨Silver near $70 an ounce!! Is it just a “fad” or a “craze”? Here’s my answer! Please share this to spread the word! ‼️
1:39

🚨Silver near $70 an ounce!! Is it just a “fad” or a “craze”? Here’s my answer! Please share this to spread the word! ‼️

Bald Guy Money

45,559 Aufrufe • vor 10 Monaten

Today we made one of our internal tools at Big Bang public and it’s free to use for #RobloxDev ✴️Big Bang Vision is a thumbnail testing tool that helps you see if your game thumbnail actually stands out. 📌Available in
0:39

Today we made one of our internal tools at Big Bang public and it’s free to use for #RobloxDev ✴️Big Bang Vision is a thumbnail testing tool that helps you see if your game thumbnail actually stands out. 📌Available in

Star ⭐️

13,916 Aufrufe • vor 5 Monaten

Ish, Flip, and Ice, answer where they rank (A, B, or C) in the urban podcast world. Where would you rank the 3? #JBTVClips
7:00

Ish, Flip, and Ice, answer where they rank (A, B, or C) in the urban podcast world. Where would you rank the 3? #JBTVClips

JBTV Community

10,943 Aufrufe • vor 4 Monaten

Ludwig reached out to MrBeast for his thumbnail data to help streamers improve their YouTube videos 👏❤️ “This comes directly from MrBeast, I asked him for his A/B testing.”
1:56

Ludwig reached out to MrBeast for his thumbnail data to help streamers improve their YouTube videos 👏❤️ “This comes directly from MrBeast, I asked him for his A/B testing.”

bloom 𖧧

214,165 Aufrufe • vor 3 Monaten

In brief, architecture determines outcomes. When networks rely on sequential blocks, speed and efficiency hit limits. When consensus is designed for parallel processing, those limits disappear. 👉 hashgraph vs blockchain Learn more:
0:30

In brief, architecture determines outcomes. When networks rely on sequential blocks, speed and efficiency hit limits. When consensus is designed for parallel processing, those limits disappear. 👉 hashgraph vs blockchain Learn more:

Hedera

38,475 Aufrufe • vor 9 Monaten

What's the deal with A/B testing? 🤔 Find out in the next Judo Talks, where Judo and David answer your questions about Clash events! Live July 28, 12 PM UTC on the Judo Sloth 2 channel.
0:57

What's the deal with A/B testing? 🤔 Find out in the next Judo Talks, where Judo and David answer your questions about Clash events! Live July 28, 12 PM UTC on the Judo Sloth 2 channel.

Clash of Clans

94,956 Aufrufe • vor 2 Monaten

Listen to Samar Khanna explain why parallel generation, rather than sequential, raises the performance ceiling for language models. Learn more about diffusion LLMs. → We're hiring:
1:46

Listen to Samar Khanna explain why parallel generation, rather than sequential, raises the performance ceiling for language models. Learn more about diffusion LLMs. → We're hiring:

Inception

18,582 Aufrufe • vor 8 Monaten