Blog
Explore LLMs, API development and latest tech trends — share technical insights from the 8341TokenFactory team
token8341 Engineer Breakdown: Large Model API Selection — Does a Large Number of Models Really Mean Usability?
Let's start with the conclusion: when selecting a large model API, the length of the model list is the most deceptive metric. A platform may list two hundr
Silicon-Carbon Phase-Change Engineer's Retrospective: From Single Model to Multi-Model Integration, What Does a Model Gateway Actually Solve
In the second half of last year, we served as technical consultants for a team building a crossborder logistics SaaS. Their AI features initially only call
token8341 Engineer's Take: The Price War in LLM APIs Is Turning Into a Power War
Over the past two years, everyone was competing on who had stockpiled more GPUs, but that logic is now failing. What determines how low an LLM API's unit p
How to Choose a Domestic Large Model API? A Silicon-Carbon Phase Change Engineer Breaks Down Three Easily Overlooked Dimensions
Over the past two years, I've helped my team select domestic large model APIs several times, and I've stepped in more pitlands than there is code. At first
SiCore Phase-Change Observation: Behind the Large Model API Price Cuts, the Overlooked Electricity Bill
Large model API prices have been falling steadily for the past couple of years. DeepSeekV3 pushed the input price per million Tokens down to just a few yua
Integrating LLM APIs into Business Happens in Four Stages: token8341 Engineers Break Down What to Do at Each Stage
Many teams habitually try to get LLM APIs into their business all in one step. As a result, they agonize over which model to choose during the prototype st