protok
Model capability per output dollar
Current Math leaders over time
Historical linearized value ratio for the first 20 models in the current table order (filters and sort applied).
26 Aug26 Aug
openai / gpt-oss-20b
openrouter / openai/gpt-oss-20b
openai / gpt-oss-120b
openrouter / openai/gpt-oss-120b
openrouter / nvidia/nemotron-3-nano-30b-a3b
openai / gpt-5-nano:batch
openrouter / openai/gpt-5-nano:batch
openrouter / qwen/qwen3-32b
openai / gpt-5-nano
openrouter / openai/gpt-5-nano
openrouter / qwen/qwen3-vl-32b-instruct
openrouter / allenai/olmo-3-32b-think
openrouter / qwen/qwen3-30b-a3b
openrouter / qwen/qwen3-14b
openrouter / qwen/qwen3-vl-30b-a3b-instruct
openrouter / deepseek/deepseek-v3.2
openai / gpt-5-mini:batch
openrouter / openai/gpt-5-mini:batch
openrouter / z-ai/glm-4.5-air
openrouter / deepseek/deepseek-v3.2-exp
No models match the current table filters.
Math rankings
AA Math Index, exponentially linearized, divided by output price per 1M tokens. How value is calculated.
| Provider | Model | ||||||
|---|---|---|---|---|---|---|---|
| 1 | openai | gpt-oss-20b | 1839.9370 | $40.60038090 | $40.71038090 | — | 4173.04819178 |
| 2 | openrouter | openai/gpt-oss-20b | 1839.9370 | $40.60038090 | $40.71038090 | — | 4173.04819178 |
| 3 | openai | gpt-oss-120b | 2973.0470 | $40.60035790 | $40.71478090 | — | 4140.59810278 |
| 4 | openrouter | openai/gpt-oss-120b | 2973.0470 | $40.60035790 | $40.71478090 | — | 4140.59810278 |
| 5 | openrouter | nvidia/nemotron-3-nano-30b-a3b | 2951.6070 | $40.60258090 | $40.82708090 | — | 18.49159202 |
| 6 | openai | gpt-5-nano:batch | 1873.3770 | $40.60923590 | $40.82708090 | — | 07.49719213 |
| 7 | openrouter | openai/gpt-5-nano:batch | 1873.3770 | $40.60923590 | $40.82708090 | — | 07.49719213 |
| 8 | openrouter | qwen/qwen3-32b | 0773.6070 | $40.60588090 | $40.82588090 | — | 74.94933657 |
| 9 | openai | gpt-5-nano | 1873.3770 | $40.60258090 | $40.04708090 | — | 63.49153691 |
| 10 | openrouter | openai/gpt-5-nano | 1873.3770 | $40.60258090 | $40.04708090 | — | 63.49153691 |
| 11 | openrouter | qwen/qwen3-vl-32b-instruct | 9628.9370 | $40.71702490 | $40.04814690 | — | 52.05485813 |
| 12 | openrouter | allenai/olmo-3-32b-think | 0773.3770 | $40.71258090 | $40.15708090 | — | 52.05939280 |
| 13 | openrouter | qwen/qwen3-30b-a3b | 0762.9370 | $40.71928090 | $40.15708090 | — | 52.94933646 |
| 14 | openrouter | qwen/qwen3-14b | 8595.3770 | $40.71928090 | $40.82148090 | — | 52.83370391 |
| 15 | openrouter | qwen/qwen3-vl-30b-a3b-instruct | 0762.9370 | $40.71038090 | $40.15928090 | — | 52.83049279 |
| 16 | openrouter | deepseek/deepseek-v3.2 | 8539.6070 | $40.82368090 | $40.93588090 | — | 41.38372535 |
| 17 | openai | gpt-5-mini:batch | 2940.3770 | $40.71923590 | $51.60708090 | — | 41.27489202 |
| 18 | openrouter | openai/gpt-5-mini:batch | 2940.3770 | $40.71923590 | $51.60708090 | — | 41.27489202 |
| 19 | openrouter | z-ai/glm-4.5-air | 1840.3770 | $40.71038090 | $40.48258090 | — | 41.27151479 |
| 20 | openrouter | deepseek/deepseek-v3.2-exp | 8539.6070 | $40.82478090 | $40.04818090 | — | 41.27935813 |
| 21 | openrouter | minimax/minimax-m2 | 0728.9370 | $40.82253590 | $51.60928090 | — | 41.83485868 |
| 22 | openrouter | minimax/minimax-m2.1 | 1862.3770 | $40.93708090 | $51.82708090 | — | 41.72590368 |
| 23 | openrouter | minimax/minimax-m2-her | 0728.9370 | $40.93708090 | $51.82708090 | — | 41.61487035 |
| 24 | openrouter | z-ai/glm-4.7 | 2995.6070 | $40.04708090 | $51.37258090 | — | 41.50481402 |
| 25 | openrouter | qwen/qwen3-235b-a22b | 2951.6070 | $40.04253590 | $51.48928090 | — | 30.49480368 |
| 26 | openai | gpt-5-image-mini | 2984.9370 | $62.15708090 | $62.60708090 | — | 30.49936935 |
| 27 | openrouter | openai/gpt-5-image-mini | 2984.9370 | $62.15708090 | $62.60708090 | — | 30.49936935 |
| 28 | openrouter | qwen/qwen3-next-80b-a3b-instruct | 9606.9370 | $40.71708090 | $51.71708090 | — | 30.49718157 |
| 29 | openai | gpt-5.1-codex-mini | 2951.3770 | $40.82258090 | $62.60708090 | — | 30.49601457 |
| 30 | openrouter | openai/gpt-5.1-codex-mini | 2951.3770 | $40.82258090 | $62.60708090 | — | 30.49601457 |
| 31 | openai | gpt-5-mini | 2940.3770 | $40.82258090 | $62.60708090 | — | 30.38598191 |
| 32 | openrouter | openai/gpt-5-mini | 2940.3770 | $40.82258090 | $62.60708090 | — | 30.38598191 |
| 33 | openai | o4-mini-high:batch | 2940.3770 | $40.15258090 | $62.82708090 | — | 30.38717091 |
| 34 | openai | o4-mini:batch | 2940.3770 | $40.15258090 | $62.82708090 | — | 30.38717091 |
| 35 | openrouter | openai/o4-mini-high:batch | 2940.3770 | $40.15258090 | $62.82708090 | — | 30.38717091 |
| 36 | openrouter | openai/o4-mini:batch | 2940.3770 | $40.15258090 | $62.82708090 | — | 30.38717091 |
| 37 | openrouter | moonshotai/kimi-k2-thinking | 2984.3770 | $40.26708090 | $62.15708090 | — | 30.27152568 |
| 38 | openrouter | deepseek/deepseek-r1-0528 | 0706.6070 | $40.15708090 | $62.71258090 | — | 30.16821424 |
| 39 | gemini-2.5-flash:batch | 9640.9370 | $40.71258090 | $51.82258090 | — | 30.16710335 | |
| 40 | openrouter | google/gemini-2.5-flash:batch | 9640.9370 | $40.71258090 | $51.82258090 | — | 30.16710335 |
| 41 | openrouter | qwen/qwen3-vl-235b-a22b-instruct | 0740.3770 | $40.82818090 | $51.59708090 | — | 30.16718179 |
| 42 | openrouter | deepseek/deepseek-r1-distill-llama-70b | 8573.3770 | $40.48708090 | $40.48708090 | — | 30.05595802 |
| 43 | openrouter | z-ai/glm-4.5 | 0773.6070 | $40.26708090 | $62.82708090 | — | 30.05261457 |
| 44 | openrouter | deepseek/deepseek-r1 | 0706.6070 | $40.37708090 | $62.15708090 | — | 30.05934780 |
| 45 | openrouter | deepseek/deepseek-v3.1-terminus | 8573.3770 | $40.82478090 | $51.60708090 | — | 30.94375846 |
| 46 | openai | o3:batch | 1828.9370 | $51.60708090 | $84.60708090 | — | 30.94825879 |
| 47 | openrouter | openai/o3:batch | 1828.9370 | $51.60708090 | $84.60708090 | — | 30.94825879 |
| 48 | openai | o4-mini | 2940.3770 | $51.71708090 | $84.04708090 | — | 30.94602580 |
| 49 | openai | o4-mini-high | 2940.3770 | $51.71708090 | $84.04708090 | — | 30.94602580 |
| 50 | openrouter | openai/o4-mini | 2940.3770 | $51.71708090 | $84.04708090 | — | 30.94602580 |
| 51 | openrouter | openai/o4-mini-high | 2940.3770 | $51.71708090 | $84.04708090 | — | 30.94602580 |
| 52 | openai | gpt-5-codex:batch | 2928.3770 | $40.26923590 | $95.60708090 | — | 30.83595835 |
| 53 | openrouter | openai/gpt-5-codex:batch | 2928.3770 | $40.26923590 | $95.60708090 | — | 30.83595835 |
| 54 | openrouter | qwen/qwen3-max | 1840.3770 | $40.37588090 | $73.59708090 | — | 30.83489235 |
| 55 | gemini-3-flash-preview:batch | 8595.3770 | $40.82258090 | $51.15708090 | — | 30.83376957 | |
| 56 | openrouter | google/gemini-3-flash-preview:batch | 8595.3770 | $40.82258090 | $51.15708090 | — | 30.83376957 |
| 57 | openai | gpt-5:batch | 2984.9370 | $40.26923590 | $95.60708090 | — | 30.83372568 |
| 58 | openrouter | openai/gpt-5:batch | 2984.9370 | $40.26923590 | $95.60708090 | — | 30.83372568 |
| 59 | openai | gpt-5.1:batch | 2984.6070 | $40.26923590 | $95.60708090 | — | 30.83371402 |
| 60 | openrouter | openai/gpt-5.1:batch | 2984.6070 | $40.26923590 | $95.60708090 | — | 30.83371402 |
| 61 | gemini-2.5-pro:batch | 1817.3770 | $40.26923590 | $95.60708090 | — | 30.83936957 | |
| 62 | openrouter | google/gemini-2.5-pro:batch | 1817.3770 | $40.26923590 | $95.60708090 | — | 30.83936957 |
| 63 | gemini-2.5-flash | 9640.9370 | $40.93708090 | $62.15708090 | — | 30.83603668 | |
| 64 | gemini-2.5-flash-image | 9640.9370 | $40.93708090 | $62.15708090 | — | 30.83603668 | |
| 65 | openrouter | google/gemini-2.5-flash | 9640.9370 | $40.93708090 | $62.15708090 | — | 30.83603668 |
| 66 | openrouter | google/gemini-2.5-flash-image | 9640.9370 | $40.93708090 | $62.15708090 | — | 30.83603668 |
| 67 | openai | gpt-5.2:batch | 2939.6070 | $40.48473590 | $17.60708090 | — | 30.72482557 |
| 68 | openrouter | openai/gpt-5.2:batch | 2939.6070 | $40.48473590 | $17.60708090 | — | 30.72482557 |
| 69 | openrouter | moonshotai/kimi-k2 | 8517.6070 | $40.15478090 | $62.93708090 | — | 30.72379246 |
| 70 | openrouter | moonshotai/kimi-k2-0905 | 8517.9370 | $40.26708090 | $62.15708090 | — | 30.72153680 |
| 71 | openai | o3 | 1828.9370 | $62.60708090 | $28.60708090 | — | 30.72711424 |
| 72 | openrouter | openai/o3 | 1828.9370 | $62.60708090 | $28.60708090 | — | 30.72711424 |
| 73 | openai | gpt-5.1-codex | 2995.3770 | $51.82258090 | $5150.70809000 | — | 30.61598146 |
| 74 | openai | gpt-5.1-codex-max | 2995.3770 | $51.82258090 | $5150.70809000 | — | 30.61598146 |
| 75 | openrouter | openai/gpt-5.1-codex | 2995.3770 | $51.82258090 | $5150.70809000 | — | 30.61598146 |
| 76 | openrouter | openai/gpt-5.1-codex-max | 2995.3770 | $51.82258090 | $5150.70809000 | — | 30.61598146 |
| 77 | gemini-3-flash-preview | 8595.3770 | $40.15708090 | $73.60708090 | — | 30.61486968 | |
| 78 | openrouter | google/gemini-3-flash-preview | 8595.3770 | $40.15708090 | $73.60708090 | — | 30.61486968 |
| 79 | openai | gpt-5 | 2984.9370 | $51.82258090 | $5150.70809000 | — | 30.61484779 |
| 80 | openai | gpt-5-image | 2984.9370 | $5150.70809000 | $5150.70809000 | — | 30.61484779 |
| 81 | openrouter | openai/gpt-5 | 2984.9370 | $51.82258090 | $5150.70809000 | — | 30.61484779 |
| 82 | openrouter | openai/gpt-5-image | 2984.9370 | $5150.70809000 | $5150.70809000 | — | 30.61484779 |
| 83 | openai | gpt-5.1 | 2984.6070 | $51.82258090 | $5150.70809000 | — | 30.61484791 |
| 84 | openrouter | openai/gpt-5.1 | 2984.6070 | $51.82258090 | $5150.70809000 | — | 30.61484791 |
| 85 | gemini-2.5-pro | 1817.3770 | $51.82258090 | $5150.70809000 | — | 30.61266979 | |
| 86 | gemini-2.5-pro-preview | 1817.3770 | $51.82258090 | $5150.70809000 | — | 30.61266979 | |
| 87 | gemini-2.5-pro-preview-05-06 | 1817.3770 | $51.82258090 | $5150.70809000 | — | 30.61266979 | |
| 88 | openrouter | google/gemini-2.5-pro | 1817.3770 | $51.82258090 | $5150.70809000 | — | 30.61266979 |
| 89 | openrouter | google/gemini-2.5-pro-preview | 1817.3770 | $51.82258090 | $5150.70809000 | — | 30.61266979 |
| 90 | openrouter | google/gemini-2.5-pro-preview-05-06 | 1817.3770 | $51.82258090 | $5150.70809000 | — | 30.61266979 |
| 91 | gemini-3-pro-image | 2995.3770 | $62.60708090 | $5172.70809000 | — | 30.61156946 | |
| 92 | gemini-3-pro-image-preview | 2995.3770 | $62.60708090 | $5172.70809000 | — | 30.61156946 | |
| 93 | openrouter | google/gemini-3-pro-image | 2995.3770 | $62.60708090 | $5172.70809000 | — | 30.61156946 |
| 94 | openrouter | google/gemini-3-pro-image-preview | 2995.3770 | $62.60708090 | $5172.70809000 | — | 30.61156946 |
| 95 | openai | gpt-5.2 | 2939.6070 | $51.37258090 | $5194.70809000 | — | 30.61049279 |
| 96 | openai | gpt-5.2-chat | 2939.6070 | $51.37258090 | $5194.70809000 | — | 30.61049279 |
| 97 | openrouter | openai/gpt-5.2 | 2939.6070 | $51.37258090 | $5194.70809000 | — | 30.61049279 |
| 98 | openrouter | openai/gpt-5.2-chat | 2939.6070 | $51.37258090 | $5194.70809000 | — | 30.61049279 |
| 99 | openai | gpt-4.1-mini:batch | 7406.9370 | $40.82708090 | $40.48708090 | — | 30.61934713 |
| 100 | openrouter | openai/gpt-4.1-mini:batch | 7406.9370 | $40.82708090 | $40.48708090 | — | 30.61934713 |
| 101 | openrouter | anthropic/claude-opus-4.5:batch | 9662.3770 | $62.15708090 | $5172.25809000 | — | 30.50266991 |
| 102 | openai | gpt-4.1-mini | 7406.9370 | $40.04708090 | $51.26708090 | — | 30.50265846 |
| 103 | openrouter | openai/gpt-4.1-mini | 7406.9370 | $40.04708090 | $51.26708090 | — | 30.50265846 |
| 104 | openrouter | anthropic/claude-opus-4.5 | 9662.3770 | $95.60708090 | $6205.70809000 | — | 30.50931446 |
| 105 | openai | gpt-5-pro:batch | 2984.9370 | $17.15708090 | $0650.70809000 | — | 30.50938113 |
| 106 | openrouter | openai/gpt-5-pro:batch | 2984.9370 | $17.15708090 | $0650.70809000 | — | 30.50938113 |
| 107 | openai | gpt-5.2-pro:batch | 2939.6070 | $5150.25809000 | $2894.70809000 | — | 30.50820368 |
| 108 | openrouter | openai/gpt-5.2-pro:batch | 2939.6070 | $5150.25809000 | $2894.70809000 | — | 30.50820368 |
| 109 | openai | gpt-5-pro | 2984.9370 | $5105.70809000 | $517260.80900010 | — | 30.50712557 |
| 110 | openrouter | openai/gpt-5-pro | 2984.9370 | $5105.70809000 | $517260.80900010 | — | 30.50712557 |
| 111 | openai | gpt-5.2-pro | 2939.6070 | $6261.70809000 | $511648.80900010 | — | 30.50718179 |
| 112 | openrouter | openai/gpt-5.2-pro | 2939.6070 | $6261.70809000 | $511648.80900010 | — | 30.50718179 |
| 113 | openrouter | z-ai/glm-4.6 | 7484.9370 | $40.15708090 | $62.60708090 | — | 30.50607080 |
113 models · page 1 / 3
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