x

src/lib/benchmarks/ index.ts

@@ -4,6 +4,7 @@ import { googleBenchmarks } from "./google";
 import { anthropicBenchmarks } from "./anthropic";
 import { openaiBenchmarks } from "./openai";
 import { deepseekBenchmarks } from "./deepseek";
+import { qwenBenchmarks } from "./qwen";
 
 
 export const benchmarkData: Benchmark[] = [
@@ -12,5 +13,5 @@ export const benchmarkData: Benchmark[] = [
   ...anthropicBenchmarks,
    ...openaiBenchmarks,
    ...deepseekBenchmarks,
-
+...qwenBenchmarks,
 ];

src/lib/benchmarks/qwen.ts

@@ -0,0 +1,720 @@
+
+import { Benchmark } from "./types";
+
+export const qwenBenchmarks: Benchmark[] = [
+    {
+        model: "Qwen3-235B-A22B (Base Model)",
+        provider: "Qwen",
+        inputPrice: 0,
+        outputPrice: 0,
+        benchmark: {
+            mmlu: 87.81,
+            //mmluredux: 87.40,
+            ////"mmlu-pro": 68.18,
+            ////supergpqa: 44.06,
+            ////bbh: 88.87,
+            gpqa: 47.47,
+            ////gsm8k: 94.39,
+            ////math: 71.84,
+            ////evalplus: 77.60,
+            //multiple: 65.94,
+            mbpp: 81.40,
+            //cruxo: 79.00,
+            ////mgsm: 83.53,
+            mmmlu: 86.70,
+            ////include: 73.46,
+        },
+        source: "",
+    },
+    {
+        model: "Qwen3-32B (Base Model)",
+        provider: "Qwen",
+        inputPrice: 0,
+        outputPrice: 0,
+        benchmark: {
+            mmlu: 83.61,
+            //"mmlu-redux": 83.41,
+            //"mmlu-pro": 65.54,
+            //supergpqa: 39.78,
+            //bbh: 87.38,
+            gpqa: 49.49,
+            //gsm8k: 93.40,
+            //math: 61.62,
+            //evalplus: 72.05,
+            //"multipl-e":: 67.06,
+            mbpp: 78.20,
+            // "crux-o":: 72.50,
+            //mgsm: 83.06,
+            mmmlu: 83.83,
+            //include: 67.87,
+        },
+        source: "",
+    },
+    {
+        model: "Qwen3-14B (Base Model)",
+        provider: "Qwen",
+        inputPrice: 0,
+        outputPrice: 0,
+        benchmark: {
+            mmlu: 81.05,
+            //"mmlu-redux": 79.88,
+            //"mmlu-pro": 61.03,
+            //supergpqa: 34.27,
+            //bbh: 81.07,
+            gpqa: 39.90,
+            //gsm8k: 92.49,
+            //math: 62.02,
+            //evalplus: 72.23,
+            //"multipl-e":: 61.69,
+            mbpp: 73.40,
+            // "crux-o":: 68.60,
+            //mgsm: 79.20,
+            mmmlu: 81.46,
+            //include: 64.55,
+        },
+        source: "",
+    },
+    {
+        model: "Qwen3-30B-A3B (Base Model)",
+        provider: "Qwen",
+        inputPrice: 0,
+        outputPrice: 0,
+        benchmark: {
+            mmlu: 81.38,
+            //"mmlu-redux": 81.17,
+            //"mmlu-pro": 61.49,
+            //supergpqa: 35.72,
+            //bbh: 81.54,
+            gpqa: 43.94,
+            //gsm8k: 91.81,
+            //math: 59.04,
+            //evalplus: 71.45,
+            //"multipl-e":: 66.53,
+            mbpp: 74.40,
+            // "crux-o":: 67.20,
+            //mgsm: 79.11,
+            mmmlu: 81.46,
+            //include: 67.00,
+        },
+        source: "",
+    },
+    {
+        model: "Qwen3-8B (Base Model)",
+        provider: "Qwen",
+        inputPrice: 0,
+        outputPrice: 0,
+        benchmark: {
+            mmlu: 76.89,
+            //"mmlu-redux": 76.17,
+            //"mmlu-pro": 56.73,
+            //supergpqa: 31.64,
+            //bbh: 78.40,
+            gpqa: 44.44,
+            //gsm8k: 89.84,
+            //math: 60.80,
+            //evalplus: 67.65,
+            //"multipl-e":: 58.75,
+            mbpp: 69.80,
+            // "crux-o":: 62.00,
+            //mgsm: 76.02,
+            mmmlu: 75.72,
+            //include: 59.40,
+        },
+        source: "",
+    },
+    {
+        model: "Qwen3-4B (Base Model)",
+        provider: "Qwen",
+        inputPrice: 0,
+        outputPrice: 0,
+        benchmark: {
+            mmlu: 72.99,
+            //"mmlu-redux": 72.79,
+            //"mmlu-pro": 50.58,
+            //supergpqa: 28.43,
+            //bbh: 72.59,
+            gpqa: 36.87,
+            //gsm8k: 87.79,
+            //math: 54.10,
+            //evalplus: 63.53,
+            //"multipl-e":: 53.13,
+            mbpp: 67.00,
+            // "crux-o":: 55.00,
+            //mgsm: 67.74,
+            mmmlu: 71.42,
+            //include: 56.29,
+        },
+        source: "",
+    },
+    {
+        model: "Qwen3-1.7B (Base Model)",
+        provider: "Qwen",
+        inputPrice: 0,
+        outputPrice: 0,
+        benchmark: {
+            mmlu: 62.63,
+            //"mmlu-redux": 61.66,
+            //"mmlu-pro": 36.76,
+            //supergpqa: 20.92,
+            //bbh: 54.47,
+            gpqa: 28.28,
+            //gsm8k: 75.44,
+            //math: 43.50,
+            //evalplus: 52.70,
+            //"multipl-e":: 42.71,
+            mbpp: 55.40,
+            // "crux-o":: 36.40,
+            //mgsm: 50.71,
+            mmmlu: 63.27,
+            //include: 45.57,
+        },
+        source: "",
+    },
+    {
+        model: "Qwen3-0.6B (Base Model)",
+        provider: "Qwen",
+        inputPrice: 0,
+        outputPrice: 0,
+        benchmark: {
+            mmlu: 52.81,
+            //"mmlu-redux": 51.26,
+            //"mmlu-pro": 24.74,
+            //supergpqa: 15.03,
+            //bbh: 41.47,
+            gpqa: 26.77,
+            //gsm8k: 59.59,
+            //math: 32.44,
+            //evalplus: 36.23,
+            //"multipl-e":: 24.58,
+            mbpp: 36.60,
+            // "crux-o":: 27.00,
+            //mgsm: 30.99,
+            mmmlu: 50.16,
+            //include: 34.26,
+        },
+        source: "",
+    },
+    {
+        model: "Qwen3-235B-A22B (Thinking Mode)",
+        provider: "Qwen",
+        inputPrice: 0,
+        outputPrice: 0,
+        benchmark: {
+            //"mmlu-redux": 92.7,
+            gpqa_diamond: 71.1,
+            //"c-eval": 89.6,
+            //"livebench-2024-11-25": 77.1,
+            //"ifeval-strict-prompt": 83.4,
+            
+            //"arena-hard": 95.6,
+            //"alignbench-v1.1": 8.94,
+            //"creative-writing-v3": 84.6,
+            //writingbench: 8.03,
+            //"math-500": 98.0,
+            aime_24: 85.7,
+            aime_2025: 81.5,
+            //zebralogic: 80.3,
+            //autologi: 89.0,
+            //"bfcl-v3": 70.8,
+            //"livecodebench-v5": 70.7,
+            //"codeforces-rating": 2056,
+            //"codeforces-percentile": 98.2,
+            //"multi-if": 71.9,
+            //include: 78.7,
+           // "mmmlu-14-languages": 84.3,
+           //"mt-aime2024": 80.8,
+            //poly//math: 54.7,
+            //mlogiqa: 77.1,
+        },
+        source: "",
+    },
+    {
+        model: "Qwen3-235B-A22B (Non-thinking Mode)",
+        provider: "Qwen",
+        inputPrice: 0,
+        outputPrice: 0,
+        benchmark: {
+            //"mmlu-redux": 89.2,
+            gpqa_diamond: 62.9,
+            //"c-eval": 86.1,
+            //"livebench-2024-11-25": 62.5,
+            //"ifeval-strict-prompt": 83.2,
+            //"arena-hard": 96.1,
+            //"alignbench-v1.1": 8.91,
+            //"creative-writing-v3": 80.4,
+            //writingbench: 7.70,
+            //"math-500": 91.2,
+            
+            aime_24: 40.1,
+            
+            aime_2025: 24.7,
+            //zebralogic: 37.7,
+            //autologi: 83.3,
+            //"bfcl-v3": 68.0,
+            //"livecodebench-v5": 35.3,
+            //"codeforces-rating": 1387,
+            //"codeforces-percentile": 75.7,
+            //"multi-if": 70.2,
+            //include: 75.6,
+           // "mmmlu-14-languages": 79.8,
+           //"mt-aime2024": 32.4,
+            //poly//math: 27.0,
+            //mlogiqa: 67.6,
+        },
+        source: "",
+    },
+    {
+        model: "Qwen3-32B (Thinking Mode)",
+        provider: "Qwen",
+        inputPrice: 0,
+        outputPrice: 0,
+        benchmark: {
+            //"mmlu-redux": 90.9,
+            gpqa_diamond: 68.4,
+            //"c-eval": 87.3,
+            //"livebench-2024-11-25": 74.9,
+            //"ifeval-strict-prompt": 85.0,
+            //"arena-hard": 93.8,
+            //"alignbench-v1.1": 8.72,
+            //"creative-writing-v3": 81.0,
+            //writingbench: 7.90,
+            //"math-500": 97.2,
+            aime_24: 81.4,
+            aime_2025: 72.9,
+            //zebralogic: 88.8,
+            //autologi: 87.3,
+            //"bfcl-v3": 70.3,
+            //"livecodebench-v5": 65.7,
+            //"codeforces-rating": 1977,
+            //"codeforces-percentile": 97.7,
+            //"multi-if": 73.0,
+            //include: 73.7,
+           // "mmmlu-14-languages": 80.6,
+           //"mt-aime2024": 75.0,
+            //poly//math: 47.4,
+            //mlogiqa: 76.3,
+        },
+        source: "",
+    },
+    {
+        model: "Qwen3-32B (Non-thinking Mode)",
+        provider: "Qwen",
+        inputPrice: 0,
+        outputPrice: 0,
+        benchmark: {
+            //"mmlu-redux": 85.7,
+            gpqa_diamond: 54.6,
+            //"c-eval": 83.3,
+            //"livebench-2024-11-25": 59.8,
+            //"ifeval-strict-prompt": 83.2,
+            //"arena-hard": 92.8,
+            //"alignbench-v1.1": 8.58,
+            //"creative-writing-v3": 78.3,
+            //writingbench: 7.54,
+            //"math-500": 88.6,
+            aime_24: 31.0,
+            aime_2025: 20.2,
+            //zebralogic: 29.2,
+            //autologi: 78.5,
+            //"bfcl-v3": 63.0,
+
+            //"livecodebench-v5": 31.3,
+            //"codeforces-rating": 1353,
+            //"codeforces-percentile": 71.0,
+            //"multi-if": 70.7,
+            //include: 70.9,
+           // "mmmlu-14-languages": 76.5,
+           //"mt-aime2024": 24.1,
+            //poly//math: 22.5,
+            //mlogiqa: 62.9,
+        },
+        source: "",
+    },
+    {
+        model: "Qwen3-14B (Thinking Mode)",
+        provider: "Qwen",
+        inputPrice: 0,
+        outputPrice: 0,
+        benchmark: {
+            //"mmlu-redux": 88.6,
+            gpqa_diamond: 64.0,
+            //"c-eval": 86.2,
+            //"livebench-2024-11-25": 71.3,
+            //"ifeval-strict-prompt": 85.4,
+            //"arena-hard": 91.7,
+            //"alignbench-v1.1": 8.56,
+            //"creative-writing-v3": 80.3,
+            //writingbench: 7.80,
+            //"math-500": 96.8,
+            aime_24: 79.3,
+            aime_2025: 70.4,
+            //zebralogic: 88.5,
+            //autologi: 89.2,
+            //"bfcl-v3": 70.4,
+            //"livecodebench-v5": 63.5,
+            //"codeforces-rating": 1766,
+            //"codeforces-percentile": 95.3,
+            //"multi-if": 74.8,
+            //include: 71.7,
+           // "mmmlu-14-languages": 77.9,
+           //"mt-aime2024": 73.3,
+            //poly//math: 45.8,
+            //mlogiqa: 71.1,
+        },
+        source: "",
+    },
+    {
+        model: "Qwen3-30B-A3B (Thinking Mode)",
+        provider: "Qwen",
+        inputPrice: 0,
+        outputPrice: 0,
+        benchmark: {
+            //"mmlu-redux": 89.5,
+            gpqa_diamond: 65.8,
+            //"c-eval": 86.6,
+            //"livebench-2024-11-25": 74.3,
+            //"ifeval-strict-prompt": 86.5,
+            //"arena-hard": 91.0,
+            //"alignbench-v1.1": 8.70,
+            //"creative-writing-v3": 79.1,
+            //writingbench: 7.70,
+            //"math-500": 98.0,
+            aime_24: 80.4,
+            aime_2025: 70.9,
+            //zebralogic: 89.5,
+            //autologi: 88.7,
+            //"bfcl-v3": 69.1,
+            //"livecodebench-v5": 62.6,
+            //"codeforces-rating": 1974,
+            //"codeforces-percentile": 97.7,
+            //"multi-if": 72.2,
+            //include: 71.9,
+           // "mmmlu-14-languages": 78.4,
+           //"mt-aime2024": 73.9,
+            //poly//math: 46.1,
+            //mlogiqa: 70.1,
+        },
+        source: "",
+    },
+    {
+        model: "Qwen3-14B (Non-thinking Mode)",
+        provider: "Qwen",
+        inputPrice: 0,
+        outputPrice: 0,
+        benchmark: {
+            //"mmlu-redux": 82.0,
+            gpqa_diamond: 54.8,
+            //"c-eval": 81.0,
+            //"livebench-2024-11-25": 59.6,
+            //"ifeval-strict-prompt": 84.8,
+            //"arena-hard": 86.3,
+            //"alignbench-v1.1": 8.52,
+            //"creative-writing-v3": 73.1,
+            //writingbench: 7.24,
+            //"math-500": 90.0,
+            aime_24: 31.7,
+            aime_2025: 23.3,
+            //zebralogic: 33.0,
+            //autologi: 82.0,
+            //"bfcl-v3": 61.5,
+            //"livecodebench-v5": 29.0,
+            //"codeforces-rating": 1200,
+            //"codeforces-percentile": 58.6,
+            //"multi-if": 72.9,
+            //include: 67.8,
+           // "mmmlu-14-languages": 72.6,
+           //"mt-aime2024": 23.2,
+            //poly//math: 22.0,
+            //mlogiqa: 58.9,
+        },
+        source: "",
+    },
+    {
+        model: "Qwen3-30B-A3B (Non-thinking Mode)",
+        provider: "Qwen",
+        inputPrice: 0,
+        outputPrice: 0,
+        benchmark: {
+            //"mmlu-redux": 84.1,
+            gpqa_diamond: 54.8,
+            //"c-eval": 82.9,
+            //"livebench-2024-11-25": 59.4,
+            //"ifeval-strict-prompt": 83.7,
+            //"arena-hard": 88.0,
+            //"alignbench-v1.1": 8.55,
+            //"creative-writing-v3": 68.1,
+            //writingbench: 7.22,
+            //"math-500": 89.8,
+            aime_24: 32.8,
+            aime_2025: 21.6,
+            //zebralogic: 33.2,
+            //autologi: 81.5,
+            //"bfcl-v3": 58.6,
+            //"livecodebench-v5": 29.8,
+            //"codeforces-rating": 1267,
+            //"codeforces-percentile": 64.1,
+            //"multi-if": 70.8,
+            //include: 67.8,
+           // "mmmlu-14-languages": 73.8,
+           //"mt-aime2024": 24.6,
+            //poly//math: 23.3,
+            //mlogiqa: 53.3,
+        },
+        source: "",
+    },
+    {
+        model: "Qwen3-4B (Thinking Mode)",
+        provider: "Qwen",
+        inputPrice: 0,
+        outputPrice: 0,
+        benchmark: {
+            //"mmlu-redux": 83.7,
+            gpqa_diamond: 55.9,
+            //"c-eval": 77.5,
+            //"livebench-2024-11-25": 63.6,
+            //"ifeval-strict-prompt": 81.9,
+            //"arena-hard": 76.6,
+            //"alignbench-v1.1": 8.30,
+            //"creative-writing-v3": 61.1,
+            //writingbench: 7.35,
+            //"math-500": 97.0,
+            aime_24: 73.8,
+            aime_2025: 65.6,
+            //zebralogic: 81.0,
+            //autologi: 87.9,
+            //"bfcl-v3": 65.9,
+            //"livecodebench-v5": 54.2,
+            //"codeforces-rating": 1671,
+            //"codeforces-percentile": 92.8,
+            //"multi-if": 66.3,
+            //include: 61.8,
+           // "mmmlu-14-languages": 69.8,
+           //"mt-aime2024": 60.7,
+            //poly//math: 40.0,
+            //mlogiqa: 65.9,
+        },
+        source: "",
+    },
+    {
+        model: "Qwen3-8B (Thinking Mode)",
+        provider: "Qwen",
+        inputPrice: 0,
+        outputPrice: 0,
+        benchmark: {
+            //"mmlu-redux": 87.5,
+            gpqa_diamond: 62.0,
+            //"c-eval": 83.4,
+            //"livebench-2024-11-25": 67.1,
+            //"ifeval-strict-prompt": 85.0,
+            //"arena-hard": 85.8,
+            //"alignbench-v1.1": 8.46,
+            //"creative-writing-v3": 75.0,
+            //writingbench: 7.59,
+            //"math-500": 97.4,
+            aime_24: 76.0,
+            aime_2025: 67.3,
+            //zebralogic: 84.8,
+            //autologi: 89.1,
+            //"bfcl-v3": 68.1,
+            //"livecodebench-v5": 57.5,
+            //"codeforces-rating": 1785,
+            //"codeforces-percentile": 95.6,
+            //"multi-if": 71.2,
+            //include: 67.8,
+           // "mmmlu-14-languages": 74.4,
+           //"mt-aime2024": 65.4,
+            //poly//math: 42.7,
+            //mlogiqa: 69.0,
+        },
+        source: "",
+    },
+    {
+        model: "Qwen3-4B (Non-thinking Mode)",
+        provider: "Qwen",
+        inputPrice: 0,
+        outputPrice: 0,
+        benchmark: {
+            //"mmlu-redux": 77.3,
+            gpqa_diamond: 41.7,
+            //"c-eval": 72.2,
+            //"livebench-2024-11-25": 48.4,
+            //"ifeval-strict-prompt": 81.2,
+            //"arena-hard": 66.2,
+            //"alignbench-v1.1": 8.10,
+            //"creative-writing-v3": 53.6,
+            //writingbench: 6.85,
+            //"math-500": 84.8,
+            aime_24: 25.0,
+            aime_2025: 19.1,
+            //zebralogic: 35.2,
+            //autologi: 76.3,
+            //"bfcl-v3": 57.6,
+            //"livecodebench-v5": 21.3,
+            //"codeforces-rating": 842,
+            //"codeforces-percentile": 33.7,
+            //"multi-if": 61.3,
+            //include: 53.8,
+           // "mmmlu-14-languages": 61.7,
+           //"mt-aime2024": 13.9,
+            //poly//math: 16.6,
+            //mlogiqa: 49.9,
+        },
+        source: "",
+    },
+    {
+        model: "Qwen3-8B (Non-thinking Mode)",
+        provider: "Qwen",
+        inputPrice: 0,
+        outputPrice: 0,
+        benchmark: {
+            //"mmlu-redux": 79.5,
+            gpqa_diamond: 39.3,
+            //"c-eval": 77.9,
+            //"livebench-2024-11-25": 53.5,
+            //"ifeval-strict-prompt": 83.0,
+            //"arena-hard": 79.6,
+            //"alignbench-v1.1": 8.38,
+            //"creative-writing-v3": 64.5,
+            //writingbench: 7.15,
+            //"math-500": 87.4,
+            aime_24: 29.1,
+            aime_2025: 20.9,
+            //zebralogic: 26.7,
+            //autologi: 76.5,
+            //"bfcl-v3": 60.2,
+            //"livecodebench-v5": 22.8,
+            //"codeforces-rating": 1110,
+            //"codeforces-percentile": 52.4,
+            //"multi-if": 69.2,
+            //include: 62.5,
+           // "mmmlu-14-languages": 66.9,
+           //"mt-aime2024": 16.6,
+            //poly//math: 18.8,
+            //mlogiqa: 51.4,
+        },
+        source: "",
+    },
+    {
+        model: "Qwen3-0.6B (Thinking Mode)",
+        provider: "Qwen",
+        inputPrice: 0,
+        outputPrice: 0,
+        benchmark: {
+            //"mmlu-redux": 55.6,
+            gpqa_diamond: 27.9,
+            //"c-eval": 50.4,
+            //"livebench-2024-11-25": 30.3,
+            //"ifeval-strict-prompt": 59.2,
+            //"arena-hard": 8.5,
+            //"alignbench-v1.1": 6.10,
+            //"creative-writing-v3": 30.6,
+            //writingbench: 5.61,
+            //"math-500": 77.6,
+            aime_24: 10.7,
+            aime_2025: 15.1,
+            //zebralogic: 30.3,
+            //autologi: 61.6,
+            //"bfcl-v3": 46.4,
+            //"livecodebench-v5": 12.3,
+            //"multi-if": 36.1,
+            //include: 35.9,
+           // "mmmlu-14-languages": 43.1,
+           //"mt-aime2024": 7.8,
+            //poly//math: 11.4,
+            //mlogiqa: 40.9,
+        },
+        source: "",
+    },
+    {
+        model: "Qwen3-1.7B (Thinking Mode)",
+        provider: "Qwen",
+        inputPrice: 0,
+        outputPrice: 0,
+        benchmark: {
+            //"mmlu-redux": 73.9,
+            gpqa_diamond: 40.1,
+            //"c-eval": 68.1,
+            //"livebench-2024-11-25": 51.1,
+            //"ifeval-strict-prompt": 72.5,
+            //"arena-hard": 43.1,
+            //"alignbench-v1.1": 7.60,
+            //"creative-writing-v3": 48.0,
+            //writingbench: 7.02,
+            //"math-500": 93.4,
+            aime_24: 48.3,
+            aime_2025: 36.8,
+            //zebralogic: 63.2,
+            //autologi: 83.2,
+            //"bfcl-v3": 56.6,
+            //"livecodebench-v5": 33.2,
+            //"multi-if": 51.2,
+            //include: 51.8,
+           // "mmmlu-14-languages": 59.1,
+           //"mt-aime2024": 36.1,
+            //poly//math: 25.2,
+            //mlogiqa: 56.0,
+        },
+        source: "",
+    },
+    {
+        model: "Qwen3-0.6B (Non-thinking Mode)",
+        provider: "Qwen",
+        inputPrice: 0,
+        outputPrice: 0,
+        benchmark: {
+            //"mmlu-redux": 44.6,
+            gpqa_diamond: 22.9,
+            //"c-eval": 42.6,
+            //"livebench-2024-11-25": 21.8,
+            //"ifeval-strict-prompt": 54.5,
+            //"arena-hard": 6.5,
+            //"alignbench-v1.1": 5.60,
+            //"creative-writing-v3": 28.4,
+            //writingbench: 5.13,
+            //"math-500": 55.2,
+            aime_24: 3.4,
+            aime_2025: 2.6,
+            //zebralogic: 4.2,
+            //autologi: 37.4,
+            //"bfcl-v3": 44.1,
+            //"livecodebench-v5": 3.6,
+            //"multi-if": 33.3,
+            //include: 34.4,
+           // "mmmlu-14-languages": 37.1,
+           //"mt-aime2024": 1.5,
+            //poly//math: 4.6,
+            //mlogiqa: 37.3,
+        },
+        source: "",
+    },
+    {
+        model: "Qwen3-1.7B (Non-thinking Mode)",
+        provider: "Qwen",
+        inputPrice: 0,
+        outputPrice: 0,
+        benchmark: {
+            //"mmlu-redux": 64.4,
+            gpqa_diamond: 28.6,
+            //"c-eval": 61.0,
+            //"livebench-2024-11-25": 35.6,
+            //"ifeval-strict-prompt": 68.2,
+            //"arena-hard": 36.9,
+            //"alignbench-v1.1": 7.20,
+            //"creative-writing-v3": 43.6,
+            //writingbench: 6.54,
+            //"math-500": 73.0,
+            aime_24: 13.4,
+            aime_2025: 9.8,
+            //zebralogic: 12.8,
+            //autologi: 59.8,
+            //"bfcl-v3": 52.2,
+            //"livecodebench-v5": 11.6,
+            //"multi-if": 44.7,
+            //include: 42.6,
+           // "mmmlu-14-languages": 48.3,
+           //"mt-aime2024": 4.9,
+            //poly//math: 10.3,
+            //mlogiqa: 41.1,
+        },
+        source: "",
+    },];