DeepSeek V4 Flash 0731

DeepSeek V4 Flash 0731 DeepSeek・2026年7月31日・3つの推論バリアント 論文 ↗ モデル ↗ 最大限の努力で、DeepSeek V4 Flash 0731はARC-AGI-1 Semi-Privateでタスクあたり0.02ドルで89.0%、ARC-AGI-2 Semi-Privateでタスクあたり0.04ドルで61.4%のスコアを記録しました。 ARC-AGI 2 リーダーボード DeepSeek V4 Flash 0731 ARC-AGI-1 ARC-AGI-2 ARC-AGI-3 Max 89.0% 61.4% — High 87.0% 56.0% — Low 84.0% 46.0% — タスクと環境 各ベンチマークにおける推論レベルごとの合格/不合格。 ARC-AGI-2 パブリック評価 120 タスク タスク Max ✓ ✗ High ✓ ✗ Low ✓ ✗ 0934a4d8 ✗ ✓ ✗ 135a2760 ✓ ✓ ✓ 136b0064 ✓ ✓ ✓ 13e47133 ✗ ✗ ✗ 142ca369 ✗ ✓ ✗ 16b78196 ✗ ✗ ✗ 16de56c4 ✓ ✓ ✓ 1818057f ✓ ✓ ✓ 195c6913 ✗ ✓ ✗ 1ae2feb7 ✓ ✓ ✓ 20270e3b ✓ ✓ ✗ 20a9e565 ✗ ✗ ✗ 21897d95 ✗ ✗ ✗ 221dfab4 ✓ ✓ ✗ 247ef758 ✓ ✓ ✓ 269e22fb ✗ ✗ ✗ 271d71e2 ✓ ✗ ✓ 28a6681f ✓ ✗ ✗ 291dc1e1 ✓ ✓ ✓ 2b83f449 ✗ ✗ ✗ 2ba387bc ✓ ✓ ✓ 2c181942 ✓ ✓ ✗ 2d0172a1 ✗ ✗ ✗ 31f7f899 ✓ ✓ ✓ 332f06d7 ✗ ✗ ✗ 35ab12c3 ✓ ✓ ✓ 36a08778 ✓ ✓ ✓ 38007db0 ✓ ✓ ✓ 3a25b0d8 ✗ ✗ ✗ 3dc255db ✗ ✗ ✗ 3e6067c3 ✓ ✗ ✗ 409aa875 ✓ ✓ ✗ 446ef5d2 ✗ ✗ ✗ 45a5af55 ✓ ✓ ✓ 4a21e3da ✓ ✗ ✗ 4c3d4a41 ✗ ✓ ✗ 4c416de3 ✗ ✗ ✗ 4c7dc4dd ✗ ✗ ✗ 4e34c42c ✗ ✗ ✗ 53fb4810 ✓ ✓ ✓ 5545f144 ✗ ✗ ✗ 581f7754 ✗ ✗ ✗ 58490d8a ✓ ✓ ✓ 58f5dbd5 ✓ ✓ ✓ 5961cc34 ✓ ✓ ✓ 5dbc8537 ✓ ✗ ✗ 62593bfd ✗ ✗ ✗ 64efde09 ✓ ✓ ✓ 65b59efc ✓ ✓ ✓ 67e490f4 ✓ ✓ ✓ 6e453dd6 ✓ ✓ ✓ 6e4f6532 ✓ ✗ ✓ 6ffbe589 ✗ ✗ ✗ 71e489b6 ✓ ✓ ✗ 7491f3cf ✓ ✗ ✗ 7666fa5d ✓ ✓ ✗ 78332cb0 ✗ ✗ ✗ 7b0280bc ✓ ✗ ✗ 7b3084d4 ✓ ✓ ✓ 7b5033c1 ✗ ✓ ✓ 7b80bb43 ✗ ✗ ✗ 7c66cb00 ✗ ✗ ✓ 7ed72f31 ✓ ✓ ✗ 800d221b ✗ ✗ ✗ 80a900e0 ✓ ✓ ✓ 8698868d ✗ ✗ ✗ 88bcf3b4 ✗ ✗ ✗ 88e364bc ✗ ✗ ✗ 89565ca0 ✓ ✗ ✗ 898e7135 ✓ ✓ ✓ 8b7bacbf ✗ ✗ ✗ 8b9c3697 ✓ ✗ ✗ 8e5c0c38 ✓ ✗ ✗ 8f215267 ✓ ✓ ✓ 8f3a5a89 ✓ ✓ ✓ 9385bd28 ✓ ✓ ✓ 97d7923e ✗ ✗ ✗ 981571dc ✓ ✓ ✓ 9aaea919 ✓ ✓ ✓ 9bbf930d ✗ ✗ ✗ a251c730 ✓ ✓ ✓ a25697e4 ✗ ✗ ✗ a32d8b75 ✗ ✗ ✗ a395ee82 ✓ ✓ ✓ a47bf94d ✗ ✓ ✗ a6f40cea ✓ ✓ ✓ aa4ec2a5 ✓ ✓ ✓ abc82100 ✗ ✗ ✗ b0039139 ✓ ✗ ✗ b10624e5 ✓ ✓ ✓ b5ca7ac4 ✓ ✓ ✓ b6f77b65 ✓ ✓ ✓ b99e7126 ✓ ✓ ✓ b9e38dc0 ✗ ✗ ✗ bf45cf4b ✓ ✓ ✓ c4d067a0 ✓ ✓ ✓ c7f57c3e ✓ ✗ ✗ cb2d8a2c ✓ ✓ ✓ cbebaa4b ✓ ✓ ✓ d35bdbdc ✗ ✗ ✗ d59b0160 ✓ ✓ ✓ d8e07eb2 ✓ ✓ ✓ da515329 ✗ ✗ ✗ db0c5428 ✓ ✓ ✓ db695cfb ✓ ✓ ✓ dbff022c ✓ ✓ ✓ dd6b8c4b ✗ ✗ ✗ de809cff ✗ ✗ ✗ dfadab01 ✓ ✓ ✗ e12f9a14 ✗ ✗ ✗ e3721c99 ✗ ✗ ✗ e376de54 ✓ ✓ ✓ e8686506 ✓ ✓ ✓ e87109e9 ✓ ✓ ✓ edb79dae ✗ ✓ ✗ ieee78d87 ✓ ✗ ✗ f560132c ✗ ✗ ✗ f931b4a8 ✓ ✓ ✓ faa9f03d ✗ ✗ ✗ fc7cae8d ✓ ✗ ✓ ARC-AGI-1 パブリック評価 400 タスク タスク Max ✓ ✗ High ✓ ✗ Low ✓ ✗ 00576224 ✓ ✓ ✓ 009d5c81 ✓ ✓ ✓ 00dbd492 ✓ ✓ ✓ 03560426 ✓ ✓ ✓ 05a7bcf2 ✓ ✓ ✓ 0607ce86 ✓ ✓ ✓ 0692e18c ✓ ✓ ✓ 070dd51e ✓ ✓ ✓ 08573cc6 ✓ ✓ ✓ 0934a4d8 ✓ ✓ ✓ 09c534e7 ✓ ✓ ✗ 0a1d4ef5 ✓ ✓ ✓ 0a2355a6 ✓ ✓ ✓ 0b17323b ✓ ✓ ✓ 0bb8deee ✓ ✓ ✓ 0becf7df ✓ ✓ ✓ 0c786b71 ✓ ✓ ✓ 0c9aba6e ✓ ✓ ✓ 0d87d2a6 ✗ ✗ ✗ 0e671a1a ✓ ✓ ✓ 0f63c0b9 ✓ ✓ ✓ 103eff5b ✓ ✓ ✓ 11e1fe23 ✓ ✓ ✓ 12422b43 ✓ ✓ ✓ 12997ef3 ✓ ✓ ✓ 12eac192 ✓ ✓ ✓ 136b0064 ✓ ✓ ✓ 13713586 ✓ ✓ ✓ 137f0df0 ✓ ✓ ✓ 140c817e ✓ ✓ ✓ 14754a24 ✓ ✗ ✓ 15113be4 ✓ ✓ ✓ 15663ba9 ✓ ✓ ✓ 15696249 ✓ ✓ ✓ 16b78196 ✓ ✗ ✓ 17b80ad2 ✓ ✓ ✓ 17cae0c1 ✓ ✓ ✓ 18419cfa ✓ ✓ ✓ 184a9768 ✓ ✓ ✓ 195ba7dc ✓ ✓ ✓ 1990f7a8 ✓ ✓ ✓ 19bb5feb ✓ ✓ ✓ 1a2e2828 ✓ ✓ ✓ 1a6449f1 ✓ ✓ ✓ 1acc24af ✗ ✗ ✓ 1c02dbbe ✓ ✓ ✓ 1c0d0a4b ✓ ✓ ✓ 1c56ad9f ✓ ✓ ✓ 1d0a4b61 ✓ ✓ ✓ 1d398264 ✓ ✓ ✓ 1da012fc ✓ ✓ ✓ 1e81d6f9 ✓ ✓ ✓ 1e97544e ✓ ✓ ✓ 2037f2c7 ✓ ✓ ✓ 2072aba6 ✓ ✓ ✓ 20818e16 ✓ ✓ ✓ 20981f0e ✓ ✓ ✓ 212895b5 ✗ ✗ ✓ 21f83797 ✓ ✓ ✓ 22a4bbc2 ✓ ✓ ✓ 25094a63 ✗ ✗ ✓ 2546ccf6 ✓ ✓ ✓ 256b0a75 ✗ ✓ ✓ 2685904e ✓ ✓ ✓ 2697da3f ✓ ✓ ✓ 2753e76c ✓ ✓ ✓ 27a77e38 ✓ ✓ ✓ 27f8ce4f ✓ ✓ ✓ 281123b4 ✓ ✓ ✓ 292dd178 ✓ ✓ ✓ 29700607 ✓ ✓ ✓ 2a5f8217 ✓ ✓ ✓ 2b01abd0 ✓ ✓ ✓ 2c0b0aff ✓ ✓ ✓ 2c737e39 ✓ ✓ ✓ 2f0c5170 ✓ ✓ ✓ 310f3251 ✓ ✓ ✓ 3194b014 ✓ ✓ ✓ 319f2597 ✓ ✓ ✓ 31adaf00 ✗ ✗ ✓ 31d5ba1a ✓ ✓ ✓ 32e9702f ✓ ✓ ✓ 332efdb3 ✓ ✓ ✓ 3391f8c0 ✓ ✓ ✓ 33b52de3 ✓ ✓ ✓ 3490cc26 ✓ ✓ ✓ 34b99a2b ✓ ✓ ✓ 351d6448 ✓ ✓ ✓ 358ba94e ✓ ✓ ✓ 37d3e8b2 ✓ ✓ ✓ 3979b1a8 ✓ ✓ ✓ 3a301edc ✓ ✓ ✓ 3b4c2228 ✓ ✓ ✓ 3d31c5b3 ✓ ✓ ✓ 3ed85e70 ✓ ✓ ✓ 3ee1011a ✓ ✓ ✓ 3f23242b ✓ ✓ ✓ 40f6cd08 ✓ ✓ ✓ 414297c0 ✓ ✓ ✓ 423a55dc ✓ ✓ ✓ 42918530 ✓ ✓ ✓ 42a15761 ✓ ✓ ✓ 4364c1c4 ✓ ✓ ✓ 456873bc ✓ ✓ ✓ 45737921 ✓ ✓ ✓ 45bbe264 ✓ ✓ ✓ 477d2879 ✗ ✓ ✓ 47996f11 ✗ ✗ ✓ 48131b3c ✓ ✓ ✓ 4852f2fa ✓ ✓ ✓ 48f8583b ✓ ✓ ✓ 4aab4007 ✓ ✓ ✓ 4acc7107 ✓ ✓ ✓ 4b6b68e5 ✗ ✓ ✓ 4c177718 ✓ ✓ ✓ 4cd1b7b2 ✓ ✓ ✓ 4e45f183 ✓ ✓ ✓ 4e469f39 ✓ ✓ ✓ 4f537728 ✓ ✓ ✓ 4ff4c9da ✗ ✗ ✓ 505fff84 ✓ ✓ ✓ 506d28a5 ✓ ✓ ✓ 50a16a69 ✓ ✓ ✓ 50aad11f ✓ ✓ ✓ 50f325b5 ✗ ✗ ✓ 516b51b7 ✓ ✓ ✓ 5207a7b5 ✓ ✓ ✓ 5289ad53 ✓ ✓ ✓ 52fd389e ✓ ✓ ✓ 54db823b ✓ ✓ ✓ 55059096 ✓ ✓ ✓ 551d5bf1 ✓ ✓ ✓ 55783887 ✓ ✓ ✓ 575b1a71 ✓ ✓ ✓ 5783df64 ✓ ✓ ✓ 5833af48 ✓ ✓ ✓ 58743b76 ✓ ✓ ✓ 58e15b12 ✓ ✓ ✓ 59341089 ✓ ✓ ✓ 5a5a2103 ✓ ✓ ✓ 5af49b42 ✓ ✓ ✓ 5b526a93 ✓ ✓ ✓ 5b692c0f ✓ ✓ ✓ 5b6cbef5 ✓ ✓ ✓ 5d2a5c43 ✓ ✓ ✓ 5ffb2104 ✓ ✓ ✓ 604001fa ✓ ✓ ✓ 60a26a3e ✓ ✓ ✓ 60c09cac ✓ ✓ ✓ 626c0bcc ✓ ✓ ✓ 62ab2642 ✓ ✗ ✓ 62b74c02 ✓ ✓ ✓ 639f5a19 ✓ ✓ ✓ 642248e4 ✓ ✓ ✓ 642d658d ✓ ✓ ✓ 64a7c07e ✓ ✓ ✓ 66e6c45b ✓ ✓ ✓ 66f2d22f ✓ ✓ ✓ 67636eac ✓ ✓ ✓ 67b4a34d ✓ ✓ ✓ 67c52801 ✓ ✓ ✓ 68b67ca3 ✓ ✓ ✓ 692cd3b6 ✓ ✓ ✓ 695367ec ✓ ✓ ✓ 696d4842 ✓ ✓ ✓ 69889d6e ✓ ✓ ✓ 6a11f6da ✓ ✓ ✓ 6ad5bdfd ✓ ✓ ✓ 6df30ad6 ✓ ✓ ✓ 6ea4a07e ✓ ✓ ✓ 6f473927 ✓ ✓ ✓ 7039b2d7 ✓ ✓ ✓ 705a3229 ✓ ✓ ✓ 712bf12e ✓ ✓ ✓ 72207abc ✓ ✓ ✓ 72a961c9 ✓ ✓ ✓ 73182012 ✓ ✓ ✓ 73c3b0d8 ✓ ✓ ✓ 73ccf9c2 ✗ ✗ ✓ 759f3fd3 ✓ ✓ ✓ 762cd429 ✓ ✓ ✓ 770cc55f ✓ ✓ ✓ 782b5218 ✓ ✓ ✓ 79369cc6 ✓ ✓ ✓ 7953d61e ✓ ✓ ✓ 79fb03f4 ✓ ✗ ✓ 7bb29440 ✓ ✓ ✓ 7c8af763 ✓ ✓ ✓ 7c9b52a0 ✓ ✓ ✓ 7d18a6fb ✓ ✓ ✓ 7d1f7ee8 ✓ ✓ ✓ 7d419a02 ✓ ✓ ✓ 7e02026e ✓ ✓ ✓ 7ee1c6ea ✓ ✓ ✓ 817e6c09 ✓ ✓ ✓ 81c0276b ✓ ✓ ✓ 833dafe3 ✓ ✓ ✓ 845d6e51 ✓ ✓ ✓ 84db8fc4 ✓ ✓ ✓ 84f2aca1 ✓ ✓ ✓ 8597cfd7 ✓ ✓ ✓ 85b81ff1 ✓ ✓ ✓ 85fa5666 ✗ ✗ ✓ 8719f442 ✓ ✓ ✓ 88207623 ✓ ✓ ✓ 891232d6 ✗ ✓ ✓ 896d5239 ✓ ✓ ✗ 8a371977 ✓ ✓ ✓ 8b28cd80 ✗ ✗ ✓ 8ba14f53 ✓ ✓ ✓ 8cb8642d ✓ ✓ ✓ 8dae5dfc ✓ ✓ ✓ 8e2edd66 ✓ ✓ ✓ 8ee62060 ✓ ✓ ✓ 8fbca751 ✗ ✗ ✓ 90347967 ✓ ✓ ✓ 903d1b4a ✓ ✓ ✓ 9110e3c5 ✓ ✓ ✓ 917bccba ✓ ✓ ✓ 929ab4e9 ✓ ✓ ✓ 92e50de0 ✗ ✓ ✓ 9356391f ✗ ✗ ✓ 93b4f4b3 ✓ ✓ ✓ 93c31fbe ✓ ✓ ✓ 94133066 ✓ ✓ ✓ 94414823 ✓ ✓ ✓ 94be5b80 ✓ ✓ ✓ 95a58926 ✓ ✓ ✓ 963f59bc ✓ ✓ ✓ 96a8c0cd ✓ ✓ ✓ 97239e3d ✓ ✗ ✓ 9772c176 ✓ ✓ ✓ 981571dc ✓ ✓ ✓ 992798f6 ✓ ✓ ✓ 99306f82 ✓ ✓ ✓ 9a4bb226 ✓ ✓ ✓ 9b2a60aa ✓ ✓ ✓ 9b365c51 ✓ ✓ ✓ 9b4c17c4 ✓ ✓ ✓ 9bebae7a ✓ ✓ ✓ 9c1e755f ✓ ✓ ✓ 9c56f360 ✓ ✓ ✓ 9caba7c3 ✓ ✓ ✓ 9ddd00f0 ✓ ✓ ✓ 9def23fe ✓ ✓ ✓ 9f27f097 ✓ ✓ ✓ a04b2602 ✓ ✓ ✓ a096bf4d ✓ ✓ ✓ a3f84088 ✓ ✓ ✓ a406ac07 ✓ ✓ ✓ a57f2f04 ✓ ✓ ✓ a59b95c0 ✓ ✓ ✓ a680ac02 ✓ ✓ ✓ a8610ef7 ✗ ✓ ✓ a934301b ✓ ✓ ✓ aa18de87 ✓ ✓ ✓ aa300dc3 ✓ ✓ ✓ aa4ec2a5 ✗ ✓ ✓ aab50785 ✓ ✓ ✓ ac0c5833 ✗ ✓ ✓ ac2e8ecf ✗ ✓ ✓ ac3e2b04 ✗ ✓ ✓ ac605cbb ✓ ✓ ✓ ad7e01d0 ✓ ✓ ✓ ae58858e ✓ ✓ ✓ aee291af ✓ ✓ ✓ af22c60d ✓ ✓ ✓ af24b4cc ✓ ✓ ✓ b0722778 ✓ ✓ ✓ b0f4d537 ✓ ✓ ✓ b15fca0b ✓ ✓ ✓ b1fc8b8e ✓ ✓ ✓ b20f7c8b ✗ ✓ ✓ b457fec5 ✓ ✓ ✓ b4a43f3b ✓ ✓ ✓ b7999b51 ✓ ✓ ✓ b7cb93ac ✓ ✓ ✓ b7f8a4d8 ✓ ✓ ✓ b7fb29bc ✓ ✓ ✓ b942fd60 ✗ ✓ ✓ b9630600 ✓ ✗ ✓ ba9d41b8 ✓ ✓ ✓ baf41dbf ✓ ✓ ✓ bb52a14b ✓ ✓ ✓ bbb1b8b6 ✓ ✓ ✓ bc4146bd ✓ ✓ ✓ bcb3040b ✓ ✓ ✓ bd14c3bf ✓ ✓ ✓ be03b35f ✓ ✓ ✓ bf32578f ✓ ✗ ✓ bf699163 ✓ ✓ ✓ bf89d739 ✓ ✓ ✓ c074846d ✓ ✓ ✓ c1990cce ✓ ✓ ✓ c3202e5a ✓ ✓ ✓ c35c1b4c ✓ ✓ ✓ c48954c1 ✓ ✓ ✓ c62e2108 ✓ ✓ ✓ c64f1187 ✓ ✓ ✓ c658a4bd ✓ ✓ ✓ c663677b ✓ ✓ ✓ c6e1b8da ✓ ✗ ✓ c7d4e6ad ✓ ✓ ✓ c87289bb ✓ ✓ ✓ c8b7cc0f ✓ ✓ ✓ c92b942c ✓ ✓ ✓ c97c0139 ✓ ✓ ✓ ca8de6ea ✓ ✓ ✓ ca8f78db ✓ ✓ ✓ cad67732 ✓ ✓ ✓ cb227835 ✓ ✓ ✓ ccd554ac ✓ ✓ ✓ cd3c21df ✓ ✓ ✓ ce039d91 ✓ ✓ ✓ ce8d95cc ✓ ✓ ✓ cf133acc ✓ ✓ ✓ cfb2ce5a ✓ ✓ ✓ d017b73f ✗ ✗ ✓ d19f7514 ✓ ✓ ✓ d282b262 ✓ ✓ ✓ d2acf2cb ✓ ✓ ✓ d304284e ✓ ✓ ✓ d37a1ef5 ✓ ✓ ✓ d47aa2ff ✓ ✓ ✓ d492a647 ✓ ✓ ✓ d4b1c2b1 ✓ ✓ ✓ d4c90558 ✓ ✓ ✓ d56f2372 ✓ ✓ ✓ d5c634a2 ✓ ✓ ✓ d931c21c ✗ ✓ ✓ da2b0fe3 ✓ ✓ ✓ da515329 ✗ ✗ ✓ dc2aa30b ✓ ✓ ✓ dc2e9a9d ✓ ✓ ✓ dd2401ed ✗ ✓ ✓ de493100 ✗ ✗ ✓ df8cc377 ✓ ✓ ✓ e0fb7511 ✓ ✓ ✓ e133d23d ✓ ✓ ✓ e1baa8a4 ✓ ✓ ✓ e1d2900e ✗ ✓ ✓ e2092e0c ✓ ✓ ✓ e21a174a ✓ ✓ ✓ e345f17b ✓ ✓ ✓ e4075551 ✓ ✓ ✓ e41c6fd3 ✓ ✓ ✓ e57337a4 ✓ ✓ ✓ e5790162 ✓ ✓ ✓ e5c44e8f ✓ ✓ ✓ e619ca6e ✗ ✗ ✓ e633a9e5 ✓ ✓ ✓ e66aafb8 ✓ ✓ ✓ e681b708 ✓ ✓ ✓ e69241bd ✓ ✓ ✓ e6de6e8f ✗ ✗ ✓ e74e1818 ✓ ✓ ✓ e760a62e ✓ ✓ ✓ e7639916 ✓ ✓ ✓ e78887d1 ✓ ✓ ✓ e7a25a18 ✓ ✓ ✓ e7b06bea ✓ ✓ ✓ e7dd8335 ✓ ✓ ✓ e872b94a ✓ ✓ ✓ e88171ec ✓ ✓ ✓ e95e3d8e ✓ ✓ ✓ e99362f0 ✓ ✓ ✓ e9ac8c9e ✓ ✓ ✓ e9b4f6fc ✓ ✓ ✓ e9bb6954 ✓ ✓ ✓ e9c9d9a1 ✓ ✓ ✓ ea959feb ✓ ✓ ✓ ea9794b1 ✓ ✓ ✓ ec9a0ec1 ✓ ✓ ✓ ed74f2f2 ✓ ✓ ✓ ed98d772 ✓ ✓ ✓ ef26cbf6 ✓ ✓ ✓ f0afb749 ✓ ✓ ✓ f0df5ff0 ✓ ✓ ✓ f21745ec ✓ ✓ ✓ f3b10344 ✗ ✗ ✓ f3cdc58f ✓ ✓ ✓ f3e62deb ✓ ✓ ✓ f4081712 ✓ ✓ ✓ f45f5ca7 ✓ ✓ ✓ f5aa3634 ✓ ✓ ✓ f5c89df1 ✓ ✓ ✓ f823c43c ✓ ✓ ✓ f83cb3f6 ✓ ✓ ✓ f8be4b64 ✓ ✓ ✓ f9a67cb5 ✓ ✗ ✓ f9d67f8b ✗ ✗ ✓ fafd9572 ✓ ✓ ✓ fb791726 ✓ ✓ ✓ fc754716 ✓ ✓ ✓ fd096ab6 ✓ ✓ ✓ fd4b2b02 ✓ ✓ ✓ fe9372f3 ✓ ✓ ✓ fea12743 ✓ ✓ ✓ ff72ca3e ✓ ✓ ✓