Examenos

58 · raw 58 index

Headline · max effort · Peer vendor

Source/record date: 2026-10-27

Harness: AA Intelligence Index v4.3.2 bar as cited in InclusionAI's Ling-3.1-flash-1019 card figure (peer spillover); rounded chart label read visually, not an independent observation. "max with fallback" recorded as max. Moved 2026-10-28 from the mixed-version vendor-cited column to the v4.3.2 column; the source states v4.3.2.

56 · raw 56 index

Headline · max effort · Peer vendor

Source/record date: 2026-10-27

Harness: AA Intelligence Index v4.3.2 bar as cited in InclusionAI's Ling-3.1-flash-1019 card figure (peer spillover); rounded chart label read visually, not an independent observation. "max with fallback" recorded as max. Moved 2026-10-28 from the mixed-version vendor-cited column to the v4.3.2 column; the source states v4.3.2.

56 · raw 56 index

Headline · max effort · Peer vendor

Source/record date: 2026-10-27

Harness: AA Intelligence Index v4.3.2 bar as cited in InclusionAI's Ling-3.1-flash-1019 card figure (peer spillover); rounded chart label read visually, not an independent observation. The figure marks this bar as having no publicly available API. Non-headline 2026-10-28: the model's own vendor figure keeps the headline. Moved 2026-10-28 from the mixed-version vendor-cited column to the v4.3.2 column; the source states v4.3.2.

53 · raw 53 index

Headline · max effort · Peer vendor

Source/record date: 2026-10-27

Harness: AA Intelligence Index v4.3.2 bar as cited in InclusionAI's Ling-3.1-flash-1019 card figure (peer spillover); rounded chart label read visually, not an independent observation. "max with fallback" recorded as max. Moved 2026-10-28 from the mixed-version vendor-cited column to the v4.3.2 column; the source states v4.3.2.

53 · raw 53 index

Headline · high effort · Peer vendor

Source/record date: 2026-10-27

Harness: AA Intelligence Index v4.3.2 bar as cited in InclusionAI's Ling-3.1-flash-1019 card figure (peer spillover); rounded chart label read visually, not an independent observation. Moved 2026-10-28 from the mixed-version vendor-cited column to the v4.3.2 column; the source states v4.3.2.

53 · raw 53 index

Headline · max effort · Peer vendor

Source/record date: 2026-10-27

Harness: AA Intelligence Index v4.3.2 bar as cited in InclusionAI's Ling-3.1-flash-1019 card figure (peer spillover); rounded chart label read visually, not an independent observation. Moved 2026-10-28 from the mixed-version vendor-cited column to the v4.3.2 column; the source states v4.3.2.

52 · raw 52 index

Headline · max effort · Peer vendor

Source/record date: 2026-10-27

Harness: AA Intelligence Index v4.3.2 bar as cited in InclusionAI's Ling-3.1-flash-1019 card figure (peer spillover); rounded chart label read visually, not an independent observation. Moved 2026-10-28 from the mixed-version vendor-cited column to the v4.3.2 column; the source states v4.3.2.

52 · raw 52 index

Headline · max effort · Peer vendor

Source/record date: 2026-10-27

Harness: AA Intelligence Index v4.3.2 bar as cited in InclusionAI's Ling-3.1-flash-1019 card figure (peer spillover); rounded chart label read visually, not an independent observation. Non-headline 2026-10-28: the model's own vendor figure keeps the headline. Moved 2026-10-28 from the mixed-version vendor-cited column to the v4.3.2 column; the source states v4.3.2.

46 · raw 46 index

Headline · xhigh effort · Peer vendor

Source/record date: 2026-10-27

Harness: AA Intelligence Index v4.3.2 bar as cited in InclusionAI's Ling-3.1-flash-1019 card figure (peer spillover); rounded chart label read visually, not an independent observation. Moved 2026-10-28 from the mixed-version vendor-cited column to the v4.3.2 column; the source states v4.3.2.

46 · raw 46 index

Headline · unknown effort · Peer vendor

Source/record date: 2026-10-27

Harness: AA Intelligence Index v4.3.2 bar as cited in InclusionAI's Ling-3.1-flash-1019 card figure (peer spillover); rounded chart label read visually, not an independent observation. Moved 2026-10-28 from the mixed-version vendor-cited column to the v4.3.2 column; the source states v4.3.2.

45 · raw 45 index

Headline · max effort · Peer vendor

Source/record date: 2026-10-27

Harness: AA Intelligence Index v4.3.2 bar as cited in InclusionAI's Ling-3.1-flash-1019 card figure (peer spillover); rounded chart label read visually, not an independent observation. Moved 2026-10-28 from the mixed-version vendor-cited column to the v4.3.2 column; the source states v4.3.2.

45 · raw 45 index

Headline · max effort · Peer vendor

Source/record date: 2026-10-27

Harness: AA Intelligence Index v4.3.2 bar as cited in InclusionAI's Ling-3.1-flash-1019 card figure (peer spillover); rounded chart label read visually, not an independent observation. Moved 2026-10-28 from the mixed-version vendor-cited column to the v4.3.2 column; the source states v4.3.2.

45 · raw 45 index

Headline · unknown effort · Peer vendor

Source/record date: 2026-10-27

Harness: AA Intelligence Index v4.3.2 bar as cited in InclusionAI's Ling-3.1-flash-1019 card figure (peer spillover); rounded chart label read visually, not an independent observation. Moved 2026-10-28 from the mixed-version vendor-cited column to the v4.3.2 column; the source states v4.3.2.

44 · raw 44 index

Headline · max effort · Peer vendor

Source/record date: 2026-10-27

Harness: AA Intelligence Index v4.3.2 bar as cited in InclusionAI's Ling-3.1-flash-1019 card figure (peer spillover); rounded chart label read visually, not an independent observation. Moved 2026-10-28 from the mixed-version vendor-cited column to the v4.3.2 column; the source states v4.3.2.

44 · raw 44 index

Headline · unknown effort · Own vendor

Source/record date: 2026-10-27

Harness: Artificial Analysis evaluation as cited by InclusionAI on the Ling-3.1-flash-1019 card (introduction text, Intelligence Index v4.3.2 context); vendor citation of a third-party evaluator, separate from independent AA observations. Effort label not published; card recommends thinking enabled. Moved 2026-10-28 from the mixed-version vendor-cited column to the v4.3.2 column; the source states v4.3.2.

44 · raw 44 index

Headline · unknown effort · Peer vendor

Source/record date: 2026-10-27

Harness: AA Intelligence Index v4.3.2 bar as cited in InclusionAI's Ling-3.1-flash-1019 card figure (peer spillover); rounded chart label read visually, not an independent observation. Moved 2026-10-28 from the mixed-version vendor-cited column to the v4.3.2 column; the source states v4.3.2.

43 · raw 43 index

Headline · max effort · Peer vendor

Source/record date: 2026-10-27

Harness: AA Intelligence Index v4.3.2 bar as cited in InclusionAI's Ling-3.1-flash-1019 card figure (peer spillover); rounded chart label read visually, not an independent observation. Moved 2026-10-28 from the mixed-version vendor-cited column to the v4.3.2 column; the source states v4.3.2.

43 · raw 43 index

Headline · unknown effort · Peer vendor

Source/record date: 2026-10-27

Harness: AA Intelligence Index v4.3.2 bar as cited in InclusionAI's Ling-3.1-flash-1019 card figure (peer spillover); rounded chart label read visually, not an independent observation. Moved 2026-10-28 from the mixed-version vendor-cited column to the v4.3.2 column; the source states v4.3.2.

42 · raw 42 index

Headline · unknown effort · Peer vendor

Source/record date: 2026-10-27

Harness: AA Intelligence Index v4.3.2 bar as cited in InclusionAI's Ling-3.1-flash-1019 card figure (peer spillover); rounded chart label read visually, not an independent observation. Non-headline 2026-10-28: the model's own vendor figure keeps the headline. Moved 2026-10-28 from the mixed-version vendor-cited column to the v4.3.2 column; the source states v4.3.2.

41 · raw 41 index

Headline · high effort · Peer vendor

Source/record date: 2026-10-27

Harness: AA Intelligence Index v4.3.2 bar as cited in InclusionAI's Ling-3.1-flash-1019 card figure (peer spillover); rounded chart label read visually, not an independent observation. Moved 2026-10-28 from the mixed-version vendor-cited column to the v4.3.2 column; the source states v4.3.2.

41 · raw 41 index

Headline · unknown effort · Own vendor

Source/record date: 2026-10-27

Harness: Artificial Analysis evaluation as cited by InclusionAI on the Ling-3.1-flash-1019 card (introduction text, Intelligence Index v4.3.2 context); vendor citation of a third-party evaluator, separate from independent AA observations. Effort label not published; card recommends thinking enabled. Predecessor value stated on the successor card ("Ling-3.1-flash"); AA-Briefcase predecessor value is only approximate (about 1400) and is not recorded. Moved 2026-10-28 from the mixed-version vendor-cited column to the v4.3.2 column; the source states v4.3.2.

39 · raw 39 index

Headline · xhigh effort · Peer vendor

Source/record date: 2026-10-27

Harness: AA Intelligence Index v4.3.2 bar as cited in InclusionAI's Ling-3.1-flash-1019 card figure (peer spillover); rounded chart label read visually, not an independent observation. Non-headline 2026-10-28: the model's own vendor figure keeps the headline. Moved 2026-10-28 from the mixed-version vendor-cited column to the v4.3.2 column; the source states v4.3.2.

38 · raw 38 index

Headline · max effort · Peer vendor

Source/record date: 2026-10-27

Harness: AA Intelligence Index v4.3.2 bar as cited in InclusionAI's Ling-3.1-flash-1019 card figure (peer spillover); rounded chart label read visually, not an independent observation. Moved 2026-10-28 from the mixed-version vendor-cited column to the v4.3.2 column; the source states v4.3.2.

38 · raw 38 index

Headline · unknown effort · Peer vendor

Source/record date: 2026-10-27

Harness: AA Intelligence Index v4.3.2 bar as cited in InclusionAI's Ling-3.1-flash-1019 card figure (peer spillover); rounded chart label read visually, not an independent observation. Figure label is the public API preview, matching this registry entry; not the later weights. Moved 2026-10-28 from the mixed-version vendor-cited column to the v4.3.2 column; the source states v4.3.2.

34 · raw 34 index

Headline · xhigh effort · Peer vendor

Source/record date: 2026-10-27

Harness: AA Intelligence Index v4.3.2 bar as cited in InclusionAI's Ling-3.1-flash-1019 card figure (peer spillover); rounded chart label read visually, not an independent observation. Moved 2026-10-28 from the mixed-version vendor-cited column to the v4.3.2 column; the source states v4.3.2.

30 · raw 30 index

Headline · unknown effort · Peer vendor

Source/record date: 2026-10-27

Harness: AA Intelligence Index v4.3.2 bar as cited in InclusionAI's Ling-3.1-flash-1019 card figure (peer spillover); rounded chart label read visually, not an independent observation. Moved 2026-10-28 from the mixed-version vendor-cited column to the v4.3.2 column; the source states v4.3.2.

26 · raw 26 index

Headline · unknown effort · Peer vendor

Source/record date: 2026-10-27

Harness: AA Intelligence Index v4.3.2 bar as cited in InclusionAI's Ling-3.1-flash-1019 card figure (peer spillover); rounded chart label read visually, not an independent observation. Figure label gives no precision; mapped to the approved BF16 checkpoint. Moved 2026-10-28 from the mixed-version vendor-cited column to the v4.3.2 column; the source states v4.3.2.