⠋ building cool stuff ⠙ 23 ┃product engineer @HeyGen based in Toronto ┃ Built @editfa_st ┃Building @HyperFrames_ by HeyGen
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Joined August 2023
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just a happy boy from a small town in Spain, here in SF
thanks @HeyGen_Official @joshua_xu_ @liu8in for making it possible ❤️
Miguel Ángel retweeted
"over 1,000 medieval scribes have joined the Association for Human Manuscripts, pledging to never use the printing press or work with Gutenberg
654 have gone even further, promising to never read a printed book"
Miguel Ángel retweeted
SWE-bench tells you which model writes working code
Code2Video tells you which one makes a video people want to watch
it's now a standalone leaderboard on @ArtificialAnlys
27 models, judged head to head on engagement, prompt intent, composition, temporal consistency and craft
Claude Opus 5.5 still leads
Check out their article here ↓
Introducing Code2Video-AA, our independent implementation of HeyGen’s Code2Video Bench, which evaluates how well models create product and brand marketing videos in code
Code2Video-AA tests models across 114 design briefs, tasking them with turning each product or brand marketing brief into a @HyperFrames_ HTML composition, which we render to video. Model outputs are evaluated through pairwise comparisons with other model outputs across five axes: Engagement, Prompt Intent, Composition, Temporal Consistency, and Craft. We use the outcomes of these comparisons to calculate an Elo rating for each axis, which are then averaged to produce the headline Code2Video-AA Elo. Code2Video-AA was built in partnership with @HeyGen.
Claude Opus 5.5 (max with fallback, 1536) leads Code2Video-AA by 93 points, but costs $3.08 per task, ~10x more than GPT-6.1 Sol (max, 1369), which trails by 167 points.
Key findings:
➤ Claude Opus 5.5 leads on all five judge axes: Models are judged across 5 axes: Engagement, Prompt Intent, Composition, Temporal Consistency, and Craft. Claude Sonnet 5.5 (max with fallback, 1443) and GPT-6 Astra (max, 1427) are statistically tied for second in overall score
➤ Cost per task varies more than 300x, from $0.01 to $3.89: GPT-6.1 Sol (max), fourth, has a Cost per Task of $0.31, about 90% lower than Claude Opus 5.5 (max with fallback) at $3.08
➤ Open weights models trail by at least 483 points: DeepSeek V4.1 Flash (max, 1053), MiMo-V2.6-Flash (1052) and MiMo-V2.6-Pro (1052) are the top open weights models, at $0.01 to $0.08 per task
Code2Video-AA details:
➤ Models are tested on a single response without tools. We render it with HyperFrames, with no network access
➤ A judge (Gemini 4 Argon, high) compares pair of videos across five axes: engagement, prompt intent, composition, temporal consistency and craft, with the final score being calculated from a combination of each individual axis Elo
➤ Over 35,000 verdicts rank 27 models by Elo, with 95% confidence intervals
More results, example videos and how Code2Video-AA works follow in the thread below
LFGGG
Introducing Code2Video-AA, our independent implementation of HeyGen’s Code2Video Bench, which evaluates how well models create product and brand marketing videos in code
Code2Video-AA tests models across 114 design briefs, tasking them with turning each product or brand marketing brief into a @HyperFrames_ HTML composition, which we render to video. Model outputs are evaluated through pairwise comparisons with other model outputs across five axes: Engagement, Prompt Intent, Composition, Temporal Consistency, and Craft. We use the outcomes of these comparisons to calculate an Elo rating for each axis, which are then averaged to produce the headline Code2Video-AA Elo. Code2Video-AA was built in partnership with @HeyGen.
Claude Opus 5.5 (max with fallback, 1536) leads Code2Video-AA by 93 points, but costs $3.08 per task, ~10x more than GPT-6.1 Sol (max, 1369), which trails by 167 points.
Key findings:
➤ Claude Opus 5.5 leads on all five judge axes: Models are judged across 5 axes: Engagement, Prompt Intent, Composition, Temporal Consistency, and Craft. Claude Sonnet 5.5 (max with fallback, 1443) and GPT-6 Astra (max, 1427) are statistically tied for second in overall score
➤ Cost per task varies more than 300x, from $0.01 to $3.89: GPT-6.1 Sol (max), fourth, has a Cost per Task of $0.31, about 90% lower than Claude Opus 5.5 (max with fallback) at $3.08
➤ Open weights models trail by at least 483 points: DeepSeek V4.1 Flash (max, 1053), MiMo-V2.6-Flash (1052) and MiMo-V2.6-Pro (1052) are the top open weights models, at $0.01 to $0.08 per task
Code2Video-AA details:
➤ Models are tested on a single response without tools. We render it with HyperFrames, with no network access
➤ A judge (Gemini 4 Argon, high) compares pair of videos across five axes: engagement, prompt intent, composition, temporal consistency and craft, with the final score being calculated from a combination of each individual axis Elo
➤ Over 35,000 verdicts rank 27 models by Elo, with 95% confidence intervals
More results, example videos and how Code2Video-AA works follow in the thread below
meme made with @HyperFrames_, you can just create great memes with it and copy any meme too inside the desktop app btw
Miguel Ángel retweeted
Improved this video with HyperFrames studio and one prompt
give your features the launch they deserve with @HyperFrames_
the best way to understand the S1 filing from @AnthropicAI using @HyperFrames_ Studio!
I'm not reading 300 pages, so I let Opus 5.5 create this video in @HyperFrames_ Studio to explain the 10 most interesting pieces of the S1 filing
Miguel Ángel retweeted
Kurzgesagt has 25M subs. Millions of views on EVERY single video 🤯
nobody copies them for a reason: one video takes 1,200 hours and a studio of 50+ animators.
we rebuilt their format with Opus 5.5 + @HyperFrames_ Studio. 100% code.
a full 11-minute explainer. made in ~2 hours. under $50.
want the template? we’re open-sourcing it for free 👇
kurzgesagt animation style has been totally reversed engineered using @HyperFrames_!
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install the desktop app to be able to do it! hyperframes.dev
Miguel Ángel retweeted
opus 5.5 era changed how code-to-video works
so we deleted ~98k lines of skills from @HyperFrames_ 🤯
smart models don’t need a workflow. they need the best tool to make video
21 skills → 7
470 KB of instructions → 39 KB
and it got way better:
→ agent uses the tools right: 13% → 79%
→ fully correct videos: 11% → 71%
→ 68% cheaper, 76% faster per run
we had to remove 100k LOC of skills in the @HyperFrames_ repo thanks to Opus 5.5
now we have only 7 skills instead of +20 with better quality and speed (from init to finished video) thanks to the herculean efforts from @wenbozhu0328 and @WaterrrMiao!
Miguel Ángel retweeted
Here’s how to use Claude to copy any video shorts style in a few minutes.
From @jake11moran:
“We added this as a native capability in @HyperFrames_ studio. You just upload or pick a reference clip and then describe in the prompt what you want to change.
You can see where we’re drawing inspiration from and apply a different font or different colors. It’s still structurally the same idea.”
📌 Watch our full AI video editing tutorial here: youtu.be/MC1g2fHYC88
Anyone can now make amazing videos with Claude Opus if you know how to prompt it.
Here's my new episode with @jake11moran where he showed me exactly how to use Claude and @HyperFrames_ to:
→ Make a launch video from just a few images
→ Duplicate your favorite creator's video style
→ Make precise edits with the right keywords
Every minute of our 40-min episode is packed with alpha and live demos.
📌 Watch now: youtu.be/MC1g2fHYC88
Thanks to our sponsor:
@WisprFlow: Get 1 month free of the best voice dictation tool wisprflow.ai/?promo_code=PET…
Best motion design library for Claude with +300 free video components
hyperframes.heygen.com/catal…
cook HyperFrames videos!
The HyperFrames skill by @HeyGen, now in Computer's skills marketplace, turns a description of a video into a finished MP4.
Each scene is HTML, so a copy change is one more request.
Tasks that use /hyperframes are free through October 31, up to 5,000 credits per user.
shit I didn't record the screen to show you all how this @HyperFrames_ video was cooked on the desktop app but it hits soo hardd and it was so easy to do, even just claude prompted itself to do it
