Kimi K3.1 Pro
Early signalMoonshot’s 3T-class model for coding, 3D and finance
Launched 20d ago
Signal
25
Velocity
0
What this means
50%Vote pace is below typical for AI Agents.
Running at 50% of comparable launches.
25Founder Conviction Index: 25 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.
Prediction
Top-5 finish probability
4%
today
Projected end-of-day votes
5range 4–7
Trajectory
stable
Vote pace holding steady.
Speed vs peers
0.5×
262 AI Agents launches
About
Kimi K3.1 Pro is Moonshot’s most capable 3T-class model, a post-trained update to K3 with a 1M-token context. Moonshot reports gains in coding, 3D modeling, finance and agentic tasks, including 65.7% on Terminal-Bench 4.0. A Highspeed version runs 2-3x faster. It’s live on Kimi.ai, the apps, Kimi Code and the API. Moonshot says open weights are due by November 4, 2026.
AI Summary
Kimi K3.1 Pro is Moonshot's advanced 3T-class AI model, featuring a 1M-token context and improvements in coding, 3D modeling, and finance, achieving a 65.7% gain on Terminal-Bench 4.0. A Highspeed version operates 2-3 times faster, with open weights expected by November 4, 2026.
Attention & discussion velocity
Performance
Velocity0
Vote pace vs average
Momentum0
Sustained over 6h
Virality0
Spread × engagement
Engagement—
not measured
Signal sources
2 of 6 active- Launch tracking9 readings since we picked it up
- AI analysisAI Agents
- Comment intelligencethread not yet analysed
- Outside discussionnot checked — domain is a storefront or shared
- Revenue signalsno match on this domain
- Editorial scoringbelow the signal threshold for this pass
A source that found nothing is a measurement. A source that has not run is a gap. Neither means the launch lacks the thing.