Thoughts on AI, technology, and the future we're building.
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Thoughts on AI, technology, and the future we're building.
New posts every week
A lab-level profile for Meituan, covering tracked models, category leaders, open/proprietary mix, speed, value, source coverage, and portfolio depth.
Lab rank
#18
By available Arena average
Models tracked
1
0 open-weight models
Portfolio coverage
11%
Average matched benchmark signals
Fastest model
Not listed
Lab profile
The lab page now starts with the portfolio read, then drills into category leaders, value rankings, and model-level coverage rather than repeating source panels.
Portfolio read
The portfolio combines 1 proprietary models and 0 open-weight models. Its average available Arena rank is 59, with a best category rank of #59. Average profile coverage is 11%, so model-level gaps remain visible in the cards below.
Best Arena model
Longcat Flash Chat 2602 Exp
Best category rank #59
Highest coverage
Longcat Flash Chat 2602 Exp
11% matched signals
Fastest response
Not listed
No latency match
Access mix
Proprietary
1 / 100%
Open weights
0 / 0%
Value leader
Not listed
Category leaders
Each card shows the highest-ranked model from this lab in a composite benchmark suite, with the global rank and index left intact.
Value
Quality, price, latency, and speed
Not listed
Not enough matched rows for this lab in this suite.
Coding
Code Arena, SWE-bench, and output speed
Not listed
Not enough matched rows for this lab in this suite.
Agents
Search, document, code, and latency
Not listed
Not enough matched rows for this lab in this suite.
Reasoning
Text, document, vision, and mode signals
Longcat Flash Chat 2602 Exp
reasoning proxy
Context
Document, search, and text proxy
Longcat Flash Chat 2602 Exp
context proxy
Model portfolio
Every tracked model keeps its best Arena rank, coverage score, commercial metrics, and suite placement visible in one scannable grid.
