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Head-to-head

Andrej Karpathy on X vs Windsurf Editor by Codeium

AImpulse Index scores, six-signal view where available, and a short editorial verdict — optionally grounded in your Decision Engine query when you arrive from Decide.

Andrej Karpathy on X logo
52
Rising ↑
Category
Vibe Coding
Score delta
-1 this week

Signal breakdown

trending_upSocial Momentum
60
forumCommunity Discussion
54
codeDeveloper Interest
50
newspaperPress & Funding
53
leaderboardCategory Position
46
rocket_launchAdoption Velocity
55

Scores combine six public signal families we observe without vendor cooperation. They are recomputed weekly — not paid placement. How the Index works →

Windsurf Editor by Codeium logo
40
Established
Category
Vibe Coding
Score delta
0 this week

Signal breakdown

trending_upSocial Momentum
20
forumCommunity Discussion
18
codeDeveloper Interest
48
newspaperPress & Funding
55
leaderboardCategory Position
50
rocket_launchAdoption Velocity
46

Scores combine six public signal families we observe without vendor cooperation. They are recomputed weekly — not paid placement. How the Index works →

Generating comparison verdict…