Examenos

80.5% · raw 80.52 %

Headline · unknown effort · Own vendor

Source/record date: 2026-11-04

Ricursive Ripple-65B Preview Hugging Face card (revision 240d5966cbe0), instruct table: rows “Terminal-Bench 2.1 (self-reported)” and “Terminal-Bench 2.1 (Terminus 2)” both print 80.5; the card and release text state 80.52, used here. The release blog tooltip labels the run “RL step 700, Terminus-2”. Harness: Terminus 2. Ricursive: all models tested at full BF16 precision with maximum effort levels; the Ripple chat template has no effort setting, so effort is unknown.

89.6% · raw 89.6 %

Headline · unknown effort · Own vendor

Source/record date: 2026-11-04

Ricursive Ripple-65B Preview Hugging Face card (revision 240d5966cbe0), instruct table, row “MMLU”. Ricursive: all models tested at full BF16 precision with maximum effort levels; the Ripple chat template has no effort setting, so effort is unknown.

84.2% · raw 84.2 %

Headline · unknown effort · Own vendor

Source/record date: 2026-11-04

Ricursive Ripple-65B Preview Hugging Face card (revision 240d5966cbe0), instruct table, row “MMLU-Pro”. Ricursive: all models tested at full BF16 precision with maximum effort levels; the Ripple chat template has no effort setting, so effort is unknown.

85.2% · raw 85.2 %

Headline · unknown effort · Own vendor

Source/record date: 2026-11-04

Ricursive Ripple-65B Preview Hugging Face card (revision 240d5966cbe0), instruct table, row “GPQA Diamond”. Ricursive: all models tested at full BF16 precision with maximum effort levels; the Ripple chat template has no effort setting, so effort is unknown.

97.1% · raw 97.1 %

Headline · unknown effort · Own vendor

Source/record date: 2026-11-04

Ricursive Ripple-65B Preview Hugging Face card (revision 240d5966cbe0), instruct table, row “AIME 2024”. Ricursive: all models tested at full BF16 precision with maximum effort levels; the Ripple chat template has no effort setting, so effort is unknown.

98.3% · raw 98.3 %

Headline · unknown effort · Own vendor

Source/record date: 2026-11-04

Ricursive Ripple-65B Preview Hugging Face card (revision 240d5966cbe0), instruct table, row “AIME 2025”. Ricursive: all models tested at full BF16 precision with maximum effort levels; the Ripple chat template has no effort setting, so effort is unknown.

95% · raw 95 %

Headline · unknown effort · Own vendor

Source/record date: 2026-11-04

Ricursive Ripple-65B Preview Hugging Face card (revision 240d5966cbe0), instruct table, row “AIME 2026”. Ricursive: all models tested at full BF16 precision with maximum effort levels; the Ripple chat template has no effort setting, so effort is unknown.

90.5% · raw 90.5 %

Headline · unknown effort · Own vendor

Source/record date: 2026-11-04

Ricursive Ripple-65B Preview Hugging Face card (revision 240d5966cbe0), instruct table, row “HMMT Feb 2026”. Ricursive: all models tested at full BF16 precision with maximum effort levels; the Ripple chat template has no effort setting, so effort is unknown.

76.5% · raw 76.5 %

Headline · unknown effort · Own vendor

Source/record date: 2026-11-04

Ricursive Ripple-65B Preview Hugging Face card (revision 240d5966cbe0), instruct table, row “SWE-bench Verified”. Harness: OpenCode (the card says Ricursive uses OpenCode wherever no harness is named). Ricursive: all models tested at full BF16 precision with maximum effort levels; the Ripple chat template has no effort setting, so effort is unknown.

61.4% · raw 61.42 %

Headline · unknown effort · Own vendor

Source/record date: 2026-11-04

Ricursive Ripple-65B Preview Hugging Face card (revision 240d5966cbe0), instruct table, row “SWE-bench Pro v1.0”. Harness: OpenCode (the card says Ricursive uses OpenCode wherever no harness is named). Ricursive: all models tested at full BF16 precision with maximum effort levels; the Ripple chat template has no effort setting, so effort is unknown.

79.1% · raw 79.1 %

Headline · unknown effort · Own vendor

Source/record date: 2026-11-04

Ricursive Ripple-65B Preview Hugging Face card (revision 240d5966cbe0), instruct table, row “SWE-bench Pro v2.0 Hard”. Harness: Terminus 2 (stated in the card for Ripple-65B Preview). Ricursive: all models tested at full BF16 precision with maximum effort levels; the Ripple chat template has no effort setting, so effort is unknown.

44.3% · raw 44.3 %

Headline · unknown effort · Own vendor

Source/record date: 2026-11-04

Ricursive Ripple-65B Preview Hugging Face card (revision 240d5966cbe0), instruct table, row “DeepSWE 1.1”. Harness: Terminus 2 (stated in the card for Ripple-65B Preview). Ricursive: all models tested at full BF16 precision with maximum effort levels; the Ripple chat template has no effort setting, so effort is unknown.

39.4% · raw 39.4 %

Headline · unknown effort · Own vendor

Source/record date: 2026-11-04

Ricursive Ripple-65B Preview Hugging Face card (revision 240d5966cbe0), instruct table, row “SciCode (Inspect AI)”. Harness: Inspect AI; aggregation (subtask or problem) unstated. Ricursive: all models tested at full BF16 precision with maximum effort levels; the Ripple chat template has no effort setting, so effort is unknown.

31.3% · raw 31.27 %

Headline · unknown effort · Own vendor

Source/record date: 2026-11-04

Ricursive Ripple-65B Preview Hugging Face card (revision 240d5966cbe0), instruct table, row “τ³-bench banking”. Harness: OpenCode (the card says Ricursive uses OpenCode wherever no harness is named). Ricursive: all models tested at full BF16 precision with maximum effort levels; the Ripple chat template has no effort setting, so effort is unknown.

36.4% · raw 36.4 %

Headline · unknown effort · Own vendor

Source/record date: 2026-11-04

Ricursive Ripple-65B Preview Hugging Face card (revision 240d5966cbe0), instruct table, row “AutomationBench (Public)”. Harness: OpenCode (the card says Ricursive uses OpenCode wherever no harness is named). Ricursive: all models tested at full BF16 precision with maximum effort levels; the Ripple chat template has no effort setting, so effort is unknown.

71.7% · raw 71.67 %

Headline · unknown effort · Own vendor

Source/record date: 2026-11-04

Ricursive Ripple-65B Preview Hugging Face card (revision 240d5966cbe0), instruct table, row “MCP Atlas”. Harness: OpenCode (the card says Ricursive uses OpenCode wherever no harness is named). Ricursive: all models tested at full BF16 precision with maximum effort levels; the Ripple chat template has no effort setting, so effort is unknown.

83.8% · raw 83.8 %

Headline · unknown effort · Own vendor

Source/record date: 2026-11-04

Ricursive Ripple-65B Preview Hugging Face card (revision 240d5966cbe0), instruct table, row “FORTRESS Adversarial”. Higher is better; split, judge and formula unpublished. Ricursive: all models tested at full BF16 precision with maximum effort levels; the Ripple chat template has no effort setting, so effort is unknown.

95.5% · raw 95.5 %

Headline · unknown effort · Own vendor

Source/record date: 2026-11-04

Ricursive Ripple-65B Preview Hugging Face card (revision 240d5966cbe0), instruct table, row “FORTRESS Benign”. Higher is better; split, judge and formula unpublished. Ricursive: all models tested at full BF16 precision with maximum effort levels; the Ripple chat template has no effort setting, so effort is unknown.

97.5% · raw 97.5 %

Headline · unknown effort · Own vendor

Source/record date: 2026-11-04

Ricursive Ripple-65B Preview Hugging Face card (revision 240d5966cbe0), instruct table, row “StrongREJECT”. Higher is better; behaviours, attacks and judge unpublished. Ricursive: all models tested at full BF16 precision with maximum effort levels; the Ripple chat template has no effort setting, so effort is unknown.

79.2% · raw 79.2 %

Headline · unknown effort · Own vendor

Source/record date: 2026-11-04

Ricursive Ripple-65B Preview Hugging Face card (revision 240d5966cbe0), instruct table, row “IFBench”. Variant (prompt or instruction level, strict or loose) unstated. Ricursive: all models tested at full BF16 precision with maximum effort levels; the Ripple chat template has no effort setting, so effort is unknown.

75% · raw 75 %

Headline · unknown effort · Own vendor

Source/record date: 2026-11-04

Ricursive Ripple-65B Preview Hugging Face card (revision 240d5966cbe0), instruct table, row “AA-LCR”. Version unstated. Ricursive: all models tested at full BF16 precision with maximum effort levels; the Ripple chat template has no effort setting, so effort is unknown.

35 correct · raw 35 correct

Headline · unknown effort · Independent evaluator

Source/record date: 2026-11-07

Harness: Plotly Studio Embedded, one run on 43 private English data-analytics questions in a synthetic wind-energy warehouse. Claude Sonnet 5 judges against Plotly answer key. One or two questions can be noise; no error bars. Exact checkpoint hash, run date and effort unpublished. Company-operated analytics benchmark, distinct from provider results. Table row as displayed: “Ripple-65B Preview† Nov 4, 2026 35 / 43 $2.21 36.4M 2.1 min / 3.2 min 2 h 18 min”. Deep dive of 5 November. † marks open-weight models. Cost is at OpenRouter prices on the run day; the date column is the release date Plotly lists. Serving precision unstated.