ModelCap
Current AI model comparison
Exact identities · public evidence
ByteDance Seed
Seed 2.1 Turbo
Position
#20
Index
75.3
Estimated
global-corpus-prior over 186 held-out anchors (14%); launch card against 2 resolved peers on 3 rows (86%); exceeds every named peer on 1 of 3 rows; no cross-lab optimism probe available; shrunk 3.8 toward the measured corpus
Comparison side 1
IFM
K2 Horizon 375B A23B
Position
#30
Index
67.3
Estimated
global-corpus-prior over 186 held-out anchors (21%); launch card against 6 resolved peers on 11 rows (79%); optimism haircut 0 from cross-lab-probe; shrunk 4.1 toward the measured corpus
Comparison side 2
Output / 1M
$2.50
vs Unavailable
Context
262K
vs —
Weights
API only
vs Open weights