#30
77value index
Price
$0.247blended / 1M tokens
Latency
Not listedtime to first token
Speed
Not listedoutput speed
Quality
65quality signal
ArenaArtificial Analysis
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New posts every week
A lab-level profile for Ant-group, covering tracked models, category leaders, open/proprietary mix, speed, value, source coverage, and portfolio depth.
Lab rank
#20
By available Arena average
Models tracked
2
2 open-weight models
Portfolio coverage
33%
Average matched benchmark signals
Fastest model
1.46s
Ling Flash 2.0
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 0 proprietary models and 2 open-weight models. Its average available Arena rank is 195.5, with a best category rank of #179. Average profile coverage is 33%, so model-level gaps remain visible in the cards below.
Best Arena model
Ling Flash 2.0
Best category rank #179
Highest coverage
Ling Flash 2.0
44% matched signals
Fastest response
Ling Flash 2.0
1.46s first token
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
Ring Flash 2.0
value index
Coding
Code Arena, SWE-bench, and output speed
Ling Flash 2.0
coding index
Agents
Search, document, code, and latency
Ling Flash 2.0
agent proxy
Reasoning
Text, document, vision, and mode signals
Ling Flash 2.0
reasoning proxy
Context
Document, search, and text proxy
Ling Flash 2.0
context proxy
Models from this lab with both quality and commercial price matches.
Top 2 of 2
| Rank | Model | Index | Price | Latency | Speed | Quality | Sources |
|---|---|---|---|---|---|---|---|
| #30 | 77value index | $0.247blended / 1M tokens | Not listedtime to first token | Not listedoutput speed | 65quality signal | ArenaArtificial Analysis | |
| #51 | 74value index | $0.247blended / 1M tokens | 1.46stime to first token | 76 tok/soutput speed | 69quality signal | ArenaArtificial Analysis |
Model portfolio
Every tracked model keeps its best Arena rank, coverage score, commercial metrics, and suite placement visible in one scannable grid.