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中文(ZH) Kimi K3.1 泄露：3D 成本仅有 GPT-6 Astra 的 1/14！横扫海外视觉三巨头

Kimi K3.1 leaks reveal major cost and visual gains over GPT-6 Astra

By PulseAugur Editorial · [1 sources] ·

Moonshot AI's upcoming Kimi K3.1 model is reportedly a significant advancement in visual and 3D asset generation, with leaked information suggesting it can produce industrial-grade interactive 3D assets in as little as 15 minutes. Early tests indicate Kimi K3.1 offers superior performance and cost-efficiency compared to leading international models like GPT-6 Astra and Claude 3.5, particularly in complex tasks involving 3D graphics and code generation. While excelling in areas like spatial reasoning and code-based rendering, the model may still have limitations in accurately depicting naturalistic motion, as seen in a giraffe running example. AI

IMPACT Could significantly lower the barrier for developing 3D and Agent applications across industries.

RANK_REASON Leak of a new model version (Kimi K3.1) from a frontier lab (Moonshot AI) with detailed performance and cost comparisons. [lever_c_demoted from frontier_release: ic=1 ai=1.0]

Read on 雷峰网 (Leiphone) →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

Kimi K3.1 leaks reveal major cost and visual gains over GPT-6 Astra

How we ranked this

Signal score
21 / 100
Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket
Significant
Leak of a new model version (Kimi K3.1) from a frontier lab (Moonshot AI) with detailed performance and cost comparisons. [lever_c_demoted from frontier_release: ic=1 ai=1.0]
Source corroboration
Single-source cluster
Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
Topics
model release, product
Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
AI-industry relevance
High
Clearly on-topic for AI-industry coverage.
Story freshness
Breaking (< 6h)
Fresh story with cross-source coverage still developing. Ranking may shift as more sources report.

Full methodology in our editorial standards.

COVERAGE [1]

  1. 雷峰网 (Leiphone) TIER_1 中文(ZH) ·

    Kimi K3.1 Leaked: 3D Costs Only 1/14 of GPT-6 Astra! Sweeping the Overseas Visual Big Three

    <section style="text-align: center; margin: 0px 16px; line-height: 1.75em; display: block;"><img class="rich_pages wxw-img" src="https://static.leiphone.com/uploads/new/images/20261023/6adb3c211d3e5.jpg?imageMogr2/quality/90" style="width: 100%; display: inline-block; text-align:…

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