readable AI benchmarks (simplified)

readable AI benchmarks

InclusionAI

Ling-flash-2.0

non-reasoning · open weights · Sep 17, 2025

Ling-flash-2.0 has a Quality Score of 15.3, ranking 476th among 551 scored models. Per 1M tokens, pricing is $0.140 input and $0.570 output. It has a 128k token context window. Its Reliability Score is 18.6, ranking 478th among 553 scored models, below average (total average: 35.6).

Quality Score15.3coverage 100.0%: AA Intelligence and AA-Omniscience outcomes available
Value Scorenot available
Factual reliability18.6
Cache Discountnot available

Model specification

Reasoning
non-reasoning
Input modalities
none
Output modalities
none
Context window
128k tokens
Weights
open weights

Token prices USD per 1M tokens

Input
$0.140
Output
$0.570
Cached Input
not available
Cache write
not available
Cost per task
not available

Capability

Intelligence
7.8
Coding
not available
Agentic
not available
Omniscience
-62.7
Correct
14.1%
Blended price
not available

Answer outcomes

Fully graded outcomes (Correct + Incorrect): 91.0%

Correct 14.1%Incorrect 76.8%Partial / not attempted 9.0%

Artificial Analysis benchmarks

Humanity’s Last Exam
6%
GPQA Diamond
66%
CritPt
0%
AA-Omniscience
19%
AA-LCR
18%

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