Most reasoning models let you choose when to think.
Kimi K3 doesn't give you a choice. It always reasons — whether you ask it to or not.
The difference shows up in the weirdest places. Debugging a race condition.
Refactoring a 3,000-line module. Analyzing a log file. Tasks where most models
skim the surface and K3 goes two layers deeper without being told.
1M context window. 4x what Claude gives you. 8x what o1 gives you.
import openai
client = openai.OpenAI(
api_key="mb-xxx",
base_url="https://aibridge-api.com/v1"
)
client.chat.completions.create(
model="kimi-k3",
messages=[{"role":"user","content":"Find the subtle bug in this codebase"}]
)
One key. 15 models. K3 just joined the lineup.
Free trial — no signup: aibridge-api.com/playground.html




Top comments (0)