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For each sample, we average the score of the epochs that did complete for that sample. If none completed, we assign a score of 0. Then we average these scores across all samples. The resulting score is 44/45."},{"id":"epoch-run-LsnPrukDADRTP8fsn8zD9S","modelId":"claude-opus-4-7","configurationId":"claude-opus-4-7--effort-unspecified","sourceUrl":"https://epoch.ai/benchmarks/mystery-game-puzzles","status":"excluded","reason":"Effort is not identified"},{"id":"epoch-run-opus-4-7-chess-puzzles-prelim-lower-bound","modelId":"claude-opus-4-7","configurationId":"claude-opus-4-7--effort-xhigh","sourceUrl":"https://epoch.ai/benchmarks/chess-puzzles","status":"excluded","reason":"Run-specific qualification requires review: Opus 4.7 hit its max_tokens limit of 128K without responding on 31/100 samples. We intend to improve elicitation in the future, and this score should be understood as a lower bound."},{"id":"epoch-run-P4LXQ9PyDDziEANMB5jVRd","modelId":"claude-opus-4-7","configurationId":"claude-opus-4-7--effort-max","sourceUrl":"https://epoch.ai/benchmarks/frontiermath-tier-4-v2","status":"contributing","reason":"Positive comparison weight in the overall connected graph"},{"id":"epoch-run-T4y4iGHMqA8tXCdBKr5GjS","modelId":"claude-opus-4-7","configurationId":"claude-opus-4-7--effort-max","sourceUrl":"https://epoch.ai/benchmarks/otis-mock-aime-2024-2025","status":"contributing","reason":"Positive comparison weight in the overall connected graph"},{"id":"epoch-run-T7KJtht8Fesh35M5ayMPnE","modelId":"claude-opus-4-7","configurationId":"claude-opus-4-7--effort-low","sourceUrl":"https://epoch.ai/benchmarks/chess-puzzles","status":"contributing","reason":"Positive comparison weight in the overall connected graph"},{"id":"epoch-run-VFYhE54autgdYcMJNXicwU","modelId":"claude-opus-4-7","configurationId":"claude-opus-4-7--effort-max","sourceUrl":"https://epoch.ai/benchmarks/mystery-game-puzzles","status":"contributing","reason":"Positive comparison weight in the overall connected graph"},{"id":"epoch-run-VJezHrJ5YPCbpui8pZgcJg","modelId":"claude-opus-4-7","configurationId":"claude-opus-4-7--effort-xhigh","sourceUrl":"https://epoch.ai/benchmarks/gpqa-diamond","status":"excluded","reason":"Fewer than two distinct model identities remain in this evaluation"},{"id":"epoch-run-ZkNQ7GER7Mc9FSPmpUzgKH","modelId":"claude-opus-4-7","configurationId":"claude-opus-4-7--effort-max","sourceUrl":"https://epoch.ai/benchmarks/frontiermath-tiers-1-3-v2","status":"contributing","reason":"Positive comparison weight in the overall connected graph"},{"id":"vals-finance-agent-v2:anthropic/claude-opus-4-7","modelId":"claude-opus-4-7","configurationId":"claude-opus-4-7--effort-high","sourceUrl":"https://www.vals.ai/benchmarks/fabv2","status":"contributing","reason":"Positive comparison weight in the overall connected graph"},{"id":"vals-code-migration-v1:anthropic/claude-opus-4-7","modelId":"claude-opus-4-7","configurationId":"claude-opus-4-7--effort-max","sourceUrl":"https://www.vals.ai/benchmarks/code-migration","status":"contributing","reason":"Positive comparison weight in the overall connected graph"},{"id":"vals-legal-research-v1:anthropic/claude-opus-4-7","modelId":"claude-opus-4-7","configurationId":"claude-opus-4-7--effort-max","sourceUrl":"https://www.vals.ai/benchmarks/legal_research","status":"contributing","reason":"Positive comparison weight in the overall connected graph"},{"id":"vals-emb-v1:anthropic/claude-opus-4-7","modelId":"claude-opus-4-7","configurationId":"claude-opus-4-7--effort-max","sourceUrl":"https://www.vals.ai/benchmarks/emb","status":"contributing","reason":"Positive comparison weight in the overall connected graph"},{"id":"vals-mmlu-pro-v1:anthropic/claude-opus-4-7","modelId":"claude-opus-4-7","configurationId":"claude-opus-4-7--effort-max","sourceUrl":"https://www.vals.ai/benchmarks/mmlu_pro","status":"contributing","reason":"Positive comparison weight in the overall connected graph"},{"id":"vals-terminal-bench-2-1-v2.1:anthropic/claude-opus-4-7","modelId":"claude-opus-4-7","configurationId":"claude-opus-4-7--effort-high","sourceUrl":"https://www.vals.ai/benchmarks/terminal-bench-2-1","status":"contributing","reason":"Positive comparison weight in the overall connected graph"},{"id":"vals-vibe-code-bench-v1.1:anthropic/claude-opus-4-7","modelId":"claude-opus-4-7","configurationId":"claude-opus-4-7--effort-max","sourceUrl":"https://www.vals.ai/benchmarks/vibe-code","status":"contributing","reason":"Positive comparison weight in the overall connected graph"},{"id":"vals-legal-agent-benchmark-v1:anthropic/claude-opus-4-7","modelId":"claude-opus-4-7","configurationId":"claude-opus-4-7--effort-max","sourceUrl":"https://www.vals.ai/benchmarks/hlab","status":"contributing","reason":"Positive comparison weight in the overall connected graph"},{"id":"launch-minimax-1694","modelId":"claude-opus-4-7","configurationId":null,"sourceUrl":"https://huggingface.co/MiniMaxAI/MiniMax-M3","status":"excluded","reason":"No reviewed effort for this catalog observation; any separately collected effort measurement is counted separately"},{"id":"launch-minimax-1701","modelId":"claude-opus-4-7","configurationId":null,"sourceUrl":"https://huggingface.co/MiniMaxAI/MiniMax-M3","status":"excluded","reason":"No reviewed effort for this catalog observation; any separately collected effort measurement is counted separately"},{"id":"launch-minimax-1708","modelId":"claude-opus-4-7","configurationId":null,"sourceUrl":"https://huggingface.co/MiniMaxAI/MiniMax-M3","status":"excluded","reason":"MiniMax cites this comparator from the official Terminal-Bench leaderboard; a common protocol with its internal Terminus 2 run is not established. See MiniMax M3 benchmark figure, Terminal-bench 2.1 methodology."},{"id":"launch-minimax-1715","modelId":"claude-opus-4-7","configurationId":null,"sourceUrl":"https://huggingface.co/MiniMaxAI/MiniMax-M3","status":"excluded","reason":"Supporting evidence outside the reviewed capability core"},{"id":"launch-minimax-1721","modelId":"claude-opus-4-7","configurationId":null,"sourceUrl":"https://huggingface.co/MiniMaxAI/MiniMax-M3","status":"excluded","reason":"Supporting evidence outside the reviewed capability core"},{"id":"launch-minimax-1728","modelId":"claude-opus-4-7","configurationId":null,"sourceUrl":"https://huggingface.co/MiniMaxAI/MiniMax-M3","status":"excluded","reason":"Supporting evidence outside the reviewed capability core"},{"id":"launch-minimax-1734","modelId":"claude-opus-4-7","configurationId":null,"sourceUrl":"https://huggingface.co/MiniMaxAI/MiniMax-M3","status":"excluded","reason":"Supporting evidence outside the reviewed capability core"},{"id":"launch-minimax-1739","modelId":"claude-opus-4-7","configurationId":null,"sourceUrl":"https://huggingface.co/MiniMaxAI/MiniMax-M3","status":"excluded","reason":"Supporting evidence outside the reviewed capability core"},{"id":"launch-minimax-1744","modelId":"claude-opus-4-7","configurationId":null,"sourceUrl":"https://huggingface.co/MiniMaxAI/MiniMax-M3","status":"excluded","reason":"Supporting evidence outside the reviewed capability core"},{"id":"launch-minimax-1749","modelId":"claude-opus-4-7","configurationId":null,"sourceUrl":"https://huggingface.co/MiniMaxAI/MiniMax-M3","status":"excluded","reason":"Supporting evidence outside the reviewed capability core"},{"id":"launch-minimax-1757","modelId":"claude-opus-4-7","configurationId":null,"sourceUrl":"https://huggingface.co/MiniMaxAI/MiniMax-M3","status":"excluded","reason":"Supporting evidence outside the reviewed capability core"},{"id":"launch-minimax-1765","modelId":"claude-opus-4-7","configurationId":null,"sourceUrl":"https://huggingface.co/MiniMaxAI/MiniMax-M3","status":"excluded","reason":"Supporting evidence outside the reviewed capability core"},{"id":"launch-minimax-1770","modelId":"claude-opus-4-7","configurationId":null,"sourceUrl":"https://huggingface.co/MiniMaxAI/MiniMax-M3","status":"excluded","reason":"Supporting evidence outside the reviewed capability core"},{"id":"launch-minimax-1775","modelId":"claude-opus-4-7","configurationId":null,"sourceUrl":"https://huggingface.co/MiniMaxAI/MiniMax-M3","status":"excluded","reason":"Supporting evidence outside the reviewed capability core"},{"id":"launch-minimax-1780","modelId":"claude-opus-4-7","configurationId":null,"sourceUrl":"https://huggingface.co/MiniMaxAI/MiniMax-M3","status":"excluded","reason":"No reviewed effort for this catalog observation; any separately collected effort measurement is counted separately"},{"id":"launch-minimax-1788","modelId":"claude-opus-4-7","configurationId":null,"sourceUrl":"https://huggingface.co/MiniMaxAI/MiniMax-M3","status":"excluded","reason":"Supporting evidence outside the reviewed capability core"},{"id":"launch-minimax-1792","modelId":"claude-opus-4-7","configurationId":null,"sourceUrl":"https://huggingface.co/MiniMaxAI/MiniMax-M3","status":"excluded","reason":"No reviewed effort for this catalog observation; any separately collected effort measurement is counted separately"},{"id":"launch-minimax-1800","modelId":"claude-opus-4-7","configurationId":null,"sourceUrl":"https://huggingface.co/MiniMaxAI/MiniMax-M3","status":"excluded","reason":"Supporting evidence outside the reviewed capability core"},{"id":"launch-minimax-1804","modelId":"claude-opus-4-7","configurationId":null,"sourceUrl":"https://huggingface.co/MiniMaxAI/MiniMax-M3","status":"excluded","reason":"No reviewed effort for this catalog observation; any separately collected effort measurement is counted separately"},{"id":"launch-minimax-1809","modelId":"claude-opus-4-7","configurationId":null,"sourceUrl":"https://huggingface.co/MiniMaxAI/MiniMax-M3","status":"excluded","reason":"Supporting evidence outside the reviewed capability core"},{"id":"launch-minimax-1815","modelId":"claude-opus-4-7","configurationId":null,"sourceUrl":"https://huggingface.co/MiniMaxAI/MiniMax-M3","status":"excluded","reason":"Supporting evidence outside the reviewed capability core"},{"id":"launch-minimax-1818","modelId":"claude-opus-4-7","configurationId":null,"sourceUrl":"https://huggingface.co/MiniMaxAI/MiniMax-M3","status":"excluded","reason":"No reviewed effort for this catalog observation; any separately collected effort measurement is counted separately"},{"id":"launch-minimax-1826","modelId":"claude-opus-4-7","configurationId":null,"sourceUrl":"https://huggingface.co/MiniMaxAI/MiniMax-M3","status":"excluded","reason":"No reviewed effort for this catalog observation; any separately collected effort measurement is counted separately"},{"id":"launch-minimax-1832","modelId":"claude-opus-4-7","configurationId":null,"sourceUrl":"https://huggingface.co/MiniMaxAI/MiniMax-M3","status":"excluded","reason":"Supporting evidence outside the reviewed capability core"},{"id":"launch-minimax-1838","modelId":"claude-opus-4-7","configurationId":null,"sourceUrl":"https://huggingface.co/MiniMaxAI/MiniMax-M3","status":"excluded","reason":"No reviewed effort for this catalog observation; any separately collected effort measurement is counted separately"},{"id":"launch-minimax-1844","modelId":"claude-opus-4-7","configurationId":null,"sourceUrl":"https://huggingface.co/MiniMaxAI/MiniMax-M3","status":"excluded","reason":"Supporting evidence outside the reviewed capability core"},{"id":"launch-minimax-1849","modelId":"claude-opus-4-7","configurationId":null,"sourceUrl":"https://huggingface.co/MiniMaxAI/MiniMax-M3","status":"excluded","reason":"No reviewed effort for this catalog observation; any separately collected effort measurement is counted separately"},{"id":"launch-minimax-1855","modelId":"claude-opus-4-7","configurationId":null,"sourceUrl":"https://huggingface.co/MiniMaxAI/MiniMax-M3","status":"excluded","reason":"Supporting evidence outside the reviewed capability core"},{"id":"launch-minimax-1863","modelId":"claude-opus-4-7","configurationId":null,"sourceUrl":"https://huggingface.co/MiniMaxAI/MiniMax-M3","status":"excluded","reason":"Supporting evidence outside the reviewed capability core"},{"id":"launch-minimax-1868","modelId":"claude-opus-4-7","configurationId":null,"sourceUrl":"https://huggingface.co/MiniMaxAI/MiniMax-M3","status":"excluded","reason":"Supporting evidence outside the reviewed capability core"},{"id":"launch-minimax-1872","modelId":"claude-opus-4-7","configurationId":null,"sourceUrl":"https://huggingface.co/MiniMaxAI/MiniMax-M3","status":"excluded","reason":"Supporting evidence outside the reviewed capability core"},{"id":"s-hle-claude-opus-4-7-f549f30a8404","modelId":"claude-opus-4-7","configurationId":null,"sourceUrl":"https://scale.com/leaderboard/humanitys_last_exam","status":"excluded","reason":"No reviewed effort for this catalog observation; any separately collected effort measurement is counted separately"},{"id":"s-lmarena-claude-opus-4-7-465fe8c26c46","modelId":"claude-opus-4-7","configurationId":null,"sourceUrl":"https://lmarena.ai/leaderboard","status":"excluded","reason":"No reviewed effort for this catalog observation; any separately collected effort measurement is counted separately"}]}