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fedi-index: Vision

Understanding images, charts and documents — Arena vision votes. Provisional: one source family.

Live data for 2026-10 (recalculated daily) · Methodology v1 · Methodology · History · JSON

All Open weights Closed
# Tier Model fedi-index Percentile Value Sources Score decomposition
14A1,460 ±688 +105◆ A›
25B1,444 ±479 +44 A›
31B1,438 ±473 +59 A›
35B1,433 ±670 +46 A›
36B1,432 ±469 +36 A›
41B1,428 ±364 +27 A›
43B1,425 ±962 +93◆ A›
46B1,423 ±460 +54 A›
47B1,423 ±959 +98◆ A›
49B1,420 ±457 +50 A›
52B1,415 ±454 +75 A›
54B1,412 ±453 +27 A›
55B1,410 ±452 +14 A›
57B1,406 ±350 +14 A›
60C1,402 ±547 +38 A›
64C1,394 ±644 -19 A›
69C1,376 ±839 -17 A›
84C1,341 ±926 -12 A›
88D1,329 ±822 -60 A›
90D1,317 ±620 -14 A›

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AArena (human votes) ◆ Pareto frontier: nothing is both better and cheaper

fedi-index is an Elo-equivalent on a fixed scale: comparable between months within one methodology version. Tiers S–D: by percentile in the slice, and no better than the confidence interval allows (cut-offs in the methodology). This slice has one source family, so all its scores are provisional. Methodology

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JSON fedi-index © fedi.software, CC BY 4.0; components keep the licences of their sources.