Claim · reasoning

Gemini 3.1 Flash Liteon OTIS Mock AIME 2024-2025

37.8 to 80.0 the range across every scoreable measurement we hold
42.2 points between the highest and the lowest
44.4 the number the board uses: the lower median, a real row with its own provenance
3 declared configurations, from 1 runner

All 3 scoreable measurements here come from ONE runner, so this is not a reconciliation and is not presented as one. What it shows is how far a single runner's number moves when the model is run differently.

Every measurement

3 rows. Best first. the board takes the LOWER MEDIAN of the scoreable measurements, which is a real row with its own interval and provenance rather than an interpolated average. a vendor self-report is shown beside the independent numbers and is never one of them; it cannot move a rank.

ScoreProvenanceConfigurationWho ran itWhere to check it
80.0 / 100
as published: 80.0%
INDEPENDENT
counts toward the ranking
gemini-3.1-flash-lite
effort high
Epoch AI
2026-08-06T22:29:57.000Z
CC-BY-4.0
NO_URL2026-08-30
benchmark leaderboard
the leaderboard for this benchmark, not a link to this row
44.4 / 100
as published: 44.4%
INDEPENDENT
counts toward the ranking
gemini-3.1-flash-lite
effort low
Epoch AI
2026-08-06T22:30:07.000Z
CC-BY-4.0
NO_URL2026-08-30
benchmark leaderboard
the leaderboard for this benchmark, not a link to this row
37.8 / 100
as published: 37.8%
INDEPENDENT
counts toward the ranking
gemini-3.1-flash-lite
effort minimal
Epoch AI
2026-08-06T22:30:17.000Z
CC-BY-4.0
NO_URL2026-08-30
benchmark leaderboard
the leaderboard for this benchmark, not a link to this row
← The Forge Rankings

Snapshot 2026-08-30-62e4e85f043b, manifest dc46131315046f1e, as of 2026-08-30. where only one party has measured a model on a benchmark, this page says so rather than presenting a single number as a reconciliation.