Reportedly: Tencent WorkBuddy integrates Moonshot AI's Kimi-K3.1-Pro model with 1M context
Reported by IT Home · not yet confirmed by the company or a second independent outlet. We update this page when it is.
Tencent WorkBuddy announced integration of Moonshot AI's Kimi-K3.1-Pro model, a 3-trillion-parameter model supporting 1 million context, IT Home reported. A high-speed variant offers 2-3x output speed, initially available to enterprise flagship and personal subscribers.
China context
- Original name
- 腾讯 WorkBuddy
- Outside China
- Not stated in the sources yet
- Claims
- Company-reported; not yet independently evaluated
- For builders
- Developers targeting Chinese enterprise AI can explore integration with Tencent WorkBuddy, but must verify API availability and terms.
- For investors
- Moonshot AI's model adoption by Tencent signals enterprise traction; monitor subscription uptake and expansion beyond limited tiers.
Translated from Chinese. Quotes and facts link to the original sources.
Tencent WorkBuddy has integrated the Kimi-K3.1-Pro model from Moonshot AI, according to IT Home. The model is the first in the K3.1 series, with 3 trillion parameters and 1 million context support. A high-speed version, Kimi K3.1 Pro Highspeed, provides approximately 2-3 times faster output. Access is currently limited to enterprise flagship edition and personal subscription users due to resource constraints. The model shows significant improvements in code, 3D creation, financial research, and long-horizon agent capabilities. On Terminal-Bench 4.0, it scored 65.7%, surpassing GPT-6 Astra (58.2%) and close to Claude Opus 5.5 (66.4%). On BenchCAD, it scored 92.7% with tools, near Claude Opus 5.5 (96.2%) and GPT-6 Astra (95.9%). It achieved state-of-the-art results on OfficeQA Pro v2 (64.4) and SpreadsheetBench v2 (36.3).
Kimi-K3.1-Pro is a 3-trillion-parameter model with 1 million context window. It incorporates increased reinforcement learning compute. Benchmark scores: Terminal-Bench 4.0 65.7%, BenchCAD 92.7% (with tools), OfficeQA Pro v2 64.4, SpreadsheetBench v2 36.3. A high-speed variant offers 2-3x output speed.
Tencent WorkBuddy users gain access to a 3-trillion-parameter model with 1M context, potentially improving long-document and agentic workflows; competitors must match this integration to retain enterprise customers.
Enterprise and personal subscribers of Tencent WorkBuddy get early access to a high-capability model with faster output, potentially improving productivity in code, 3D, and financial tasks.
Watch for expansion of access beyond enterprise flagship and personal subscribers, and for independent verification of benchmark claims.