ModelCap
Current AI model comparison
Exact identities · public evidence
ByteDance Seed
Seed 2.1 Turbo
Position
#20
Index
75.7
Estimated
global-corpus-prior over 194 held-out anchors (13%); launch card against 2 resolved peers on 3 rows (87%); exceeds every named peer on 1 of 3 rows; no cross-lab optimism probe available; shrunk 3.6 toward the measured corpus
Comparison side 1
OpenAI
GPT-5.4 Mini
Position
#34
Index
66.3
Measured
4 public benchmark observations across 4 boards
Comparison side 2
Output / 1M
$2.50
vs $4.50
Context
262K
vs 400K
Weights
API only
vs API only