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Model capability per output dollar

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26 Aug 2026 08:58 UTC

Current Intelligence leaders over time

Historical linearized value ratio for the first 20 models in the current table order (filters and sort applied).

Methodology
0.003.707.4011.1014.80
26 Aug26 Aug
openrouter / ~deepseek/deepseek-v4-flash-latest
openrouter / deepseek/deepseek-v4-flash-0731
openrouter / meta/muse-spark-1.2-contributor
openrouter / deepseek/deepseek-v4-flash
openai / gpt-5.6-luna-pro:batch
openai / gpt-5.6-luna:batch
openrouter / openai/gpt-5.6-luna-pro:batch
openrouter / openai/gpt-5.6-luna:batch
google / gemini-3.7-flash:batch
openrouter / google/gemini-3.7-flash:batch
openrouter / upstage/solar-pro4
openai / gpt-5.6-luna
openai / gpt-5.6-luna-pro
openrouter / openai/gpt-5.6-luna
openrouter / openai/gpt-5.6-luna-pro
openrouter / deepseek/deepseek-v4-flash-vision-exp
google / gemini-3.7-flash
openrouter / google/gemini-3.7-flash
openrouter / deepseek/deepseek-v4-pro
google / gemini-3.6-flash:batch

Intelligence rankings

AA Intelligence Index, exponentially linearized, divided by output price per 1M tokens. How value is calculated.

Provider Model
1openrouter~deepseek/deepseek-v4-flash-latest8551.4870$40.60038090$40.604735904184.37697934
2openrouterdeepseek/deepseek-v4-flash-07318551.4870$40.60368090$40.7192809029.72046957
3openroutermeta/muse-spark-1.2-contributor8506.4870$40.71708090$40.8270809007.16824779
4openrouterdeepseek/deepseek-v4-flash8551.4870$40.60586856$40.7147571296.72260324
5openaigpt-5.6-luna-pro:batch8562.9370$40.71708090$40.2670809041.49829291
6openaigpt-5.6-luna:batch8562.9370$40.71708090$40.2670809041.49829291
7openrouteropenai/gpt-5.6-luna-pro:batch8562.9370$40.71708090$40.2670809041.49829291
8openrouteropenai/gpt-5.6-luna:batch8562.9370$40.71708090$40.2670809041.49829291
9googlegemini-3.7-flash:batch8506.6070$40.71585745$40.5903574541.05156980
10openroutergoogle/gemini-3.7-flash:batch8506.6070$40.71585745$40.5903574541.05156980
11openrouterupstage/solar-pro47451.2670$40.60038090$40.7192809041.50604713
12openaigpt-5.6-luna8562.9370$40.82708090$51.8270809030.49268191
13openaigpt-5.6-luna-pro8562.9370$40.82708090$51.8270809030.49268191
14openrouteropenai/gpt-5.6-luna8562.9370$40.82708090$51.8270809030.49268191
15openrouteropenai/gpt-5.6-luna-pro8562.9370$40.82708090$51.8270809030.49268191
16openrouterdeepseek/deepseek-v4-flash-vision-exp8551.1570$40.04148090$51.9392809030.38828180
17googlegemini-3.7-flash8506.6070$40.93473590$51.4847359030.27376935
18openroutergoogle/gemini-3.7-flash8506.6070$40.93473590$51.4847359030.27376935
19openrouterdeepseek/deepseek-v4-pro8573.8270$40.48478090$51.3714809030.27604780
20googlegemini-3.6-flash:batch8551.2670$40.93473590$51.4847359030.05489257
21openroutergoogle/gemini-3.6-flash:batch8551.2670$40.93473590$51.4847359030.05489257
22openrouterqwen/qwen3.8-27b8562.6070$40.04923590$62.1525809030.94049291
23openrouterminimax/minimax-m37495.0470$40.93708090$51.8270809030.94826913
24openrouterminimax/minimax-m3:batch7495.0470$40.93708090$51.8270809030.94826913
25openrouterz-ai/glm-5.38539.1570$51.04708090$84.0470809030.83591413
26openaigpt-5.6-sol-pro:batch9640.5970$51.60708090$95.6070809030.83265880
27openaigpt-5.6-sol:batch9640.5970$51.60708090$95.6070809030.83265880
28openrouteropenai/gpt-5.6-sol-pro:batch9640.5970$51.60708090$95.6070809030.83265880
29openrouteropenai/gpt-5.6-sol:batch9640.5970$51.60708090$95.6070809030.83265880
30openrouterdeepseek/deepseek-v4-pro-08138573.8270$51.71920290$73.9336469030.83262535
31openroutermeta/muse-spark-1.28506.4870$51.82258090$84.8225809030.83156980
32openroutertencent/hy37462.8270$40.71030290$40.1592689030.83158113
33openrouterz-ai/glm-5.28562.2670$51.71698090$73.3714809030.83712513
34openrouterx-ai/grok-4.69640.5970$62.60708090$06.6070809030.83603657
35openrouterxiaomi/mimo-v2.5-pro7462.5970$40.04033590$40.4847809030.72595835
36googlegemini-3.6-flash8551.2670$40.37258090$73.3725809030.72598113
37openroutergoogle/gemini-3.6-flash8551.2670$40.37258090$73.3725809030.72598113
38openroutermeta/muse-spark-1.18573.8270$51.82258090$84.8225809030.72486935
39openrouteranthropic/claude-sonnet-5:batch8595.9370$51.60708090$95.6070809030.72488180
40openrouterqwen/qwen3.8-max8528.7170$62.60708090$06.6070809030.72378113
41openrouterz-ai/glm-5.2:batch8562.2670$51.04708090$84.0470809030.72265880
42openrouterqwen/qwen3.8-2.4t-a95b8517.3770$62.60708090$06.6070809030.72263691
43openaigpt-5.6-terra-pro:batch8506.2670$51.60708090$06.6070809030.72158146
44openaigpt-5.6-terra:batch8506.2670$51.60708090$06.6070809030.72158146
45openrouteropenai/gpt-5.6-terra-pro:batch8506.2670$51.60708090$06.6070809030.72158146
46openrouteropenai/gpt-5.6-terra:batch8506.2670$51.60708090$06.6070809030.72158146
47googlegemini-3.5-flash:batch8562.6070$40.37258090$84.1570809030.72157035
48openroutergoogle/gemini-3.5-flash:batch8562.6070$40.37258090$84.1570809030.72157035
49openrouterx-ai/grok-4.58595.4870$62.60708090$06.6070809030.72047079
50openaigpt-5.6-sol9640.5970$62.60708090$5150.7080900030.61481480
51openaigpt-5.6-sol-pro9640.5970$62.60708090$5150.7080900030.61481480
52openrouteropenai/gpt-5.6-sol9640.5970$62.60708090$5150.7080900030.61481480
53openrouteropenai/gpt-5.6-sol-pro9640.5970$62.60708090$5150.7080900030.61481480
54openaigpt-5.4:batch8573.7170$51.82258090$17.1570809030.61269279
55openrouteropenai/gpt-5.4:batch8573.7170$51.82258090$17.1570809030.61269279
56openrouteranthropic/claude-opus-5:batch9673.7170$62.15708090$5172.2580900030.61267080
57openrouterqwen/qwen3.7-max7406.3770$51.04473590$84.0492359030.61042502
58openrouteranthropic/claude-sonnet-58595.9370$62.60708090$5150.7080900030.61047035
59openrouternex-agi/nex-n2-pro7451.3770$40.82258090$51.6070809030.61938157
60openaigpt-5.6-terra8506.2670$62.60708090$5172.7080900030.61822568
61openaigpt-5.6-terra-pro8506.2670$62.60708090$5172.7080900030.61822568
62openrouteropenai/gpt-5.6-terra8506.2670$62.60708090$5172.7080900030.61822568
63openrouteropenai/gpt-5.6-terra-pro8506.2670$62.60708090$5172.7080900030.61822568
64googlegemini-3.5-flash8562.6070$51.15708090$39.6070809030.61822513
65openroutergoogle/gemini-3.5-flash8562.6070$51.15708090$39.6070809030.61822513
66openrouteranthropic/claude-opus-4.8:batch8517.9370$62.15708090$5172.2580900030.61822502
67googlegemini-3.1-pro-preview:batch7417.3770$51.60708090$06.6070809030.61820380
68openroutergoogle/gemini-3.1-pro-preview:batch7417.3770$51.60708090$06.6070809030.61820380
69openroutermoonshotai/kimi-k2.67495.7170$40.59258090$84.6070809030.61828113
70openroutermoonshotai/kimi-k38539.3770$73.60708090$5105.7080900030.61713657
71openrouteranthropic/claude-opus-4.7:batch8595.6070$62.15708090$5172.2580900030.61717024
72openaigpt-5.5:batch8506.9370$62.15708090$5105.7080900030.50596980
73openrouteropenai/gpt-5.5:batch8506.9370$62.15708090$5105.7080900030.50596980
74openaigpt-5.48573.7170$62.15708090$5105.7080900030.50488135
75openaigpt-5.4-image-28573.7170$28.60708090$5105.7080900030.50488135
76openrouteropenai/gpt-5.48573.7170$62.15708090$5105.7080900030.50488135
77openrouteropenai/gpt-5.4-image-28573.7170$28.60708090$5105.7080900030.50488135
78openrouteranthropic/claude-opus-59673.7170$95.60708090$6205.7080900030.50487080
79openroutermoonshotai/kimi-k2.7-code7473.6070$40.26478090$73.0470809030.50376935
80openrouteranthropic/claude-fable-5:batch9662.7170$95.60708090$6205.7080900030.50374791
81openroutermoonshotai/kimi-k2.7-code:batch7473.6070$40.59258090$84.6070809030.50264735
82openrouterthinkingmachines/inkling-small7451.8270$40.04258090$51.8270809030.50261424
83openrouteranthropic/claude-opus-4.88517.9370$95.60708090$6205.7080900030.50269246
84googlegemini-3.1-pro-preview7417.3770$62.60708090$5172.7080900030.50268135
85googlegemini-3.1-pro-preview-customtools7417.3770$62.60708090$5172.7080900030.50268135
86openroutergoogle/gemini-3.1-pro-preview7417.3770$62.60708090$5172.7080900030.50268135
87openroutergoogle/gemini-3.1-pro-preview-customtools7417.3770$62.60708090$5172.7080900030.50268135
88openrouteranthropic/claude-opus-4.78595.6070$95.60708090$6205.7080900030.50152502
89openaigpt-5.58506.9370$95.60708090$7350.7080900030.50046935
90openrouteropenai/gpt-5.58506.9370$95.60708090$7350.7080900030.50046935
91openrouterthinkingmachines/inkling7462.9370$40.59258090$84.6025809030.50045824
92openrouterthinkingmachines/inkling:batch7462.9370$51.60708090$84.6025809030.50045824
93openaigpt-5.2:batch7473.9370$40.48473590$17.6070809030.50040391
94openrouteropenai/gpt-5.2:batch7473.9370$40.48473590$17.6070809030.50040391
95openrouteranthropic/claude-opus-5-fast9673.7170$5150.70809000$9550.7080900030.50047080
96openrouteranthropic/claude-fable-59662.7170$5150.70809000$9550.7080900030.50935846
97openaigpt-5.3-codex7495.1570$51.37258090$5194.7080900030.50934735
98openrouteropenai/gpt-5.3-codex7495.1570$51.37258090$5194.7080900030.50934735
99openrouteranthropic/claude-opus-4.8-fast8517.9370$5150.70809000$9550.7080900030.50938113
100openaigpt-5.27473.9370$51.37258090$5194.7080900030.50828135
101openaigpt-5.2-chat7473.9370$51.37258090$5194.7080900030.50828135
102openrouteropenai/gpt-5.27473.9370$51.37258090$5194.7080900030.50828135
103openrouteropenai/gpt-5.2-chat7473.9370$51.37258090$5194.7080900030.50828135
104openaigpt-5.4-mini:batch7440.5970$40.93473590$62.8225809030.50716957
105openrouteropenai/gpt-5.4-mini:batch7440.5970$40.93473590$62.8225809030.50716957
106openaigpt-5.5-pro:batch8506.9370$5105.70809000$3950.7080900030.50713635
107openrouteropenai/gpt-5.5-pro:batch8506.9370$5105.70809000$3950.7080900030.50713635
108openrouterz-ai/glm-5.17451.6070$51.82368090$73.5936809030.50711480
109openaigpt-5.4-pro:batch8573.7170$5105.70809000$3950.7080900030.50710346
110openrouteropenai/gpt-5.4-pro:batch8573.7170$5105.70809000$3950.7080900030.50710346
111openrouterx-ai/grok-build-0.17440.3770$51.60708090$62.6070809030.50718191
112openrouterqwen/qwen3.6-max-preview7451.7170$51.60925790$06.7136029030.50717068
113openaigpt-5.4-mini7440.5970$40.37258090$84.1570809030.50606979
114openrouteropenai/gpt-5.4-mini7440.5970$40.37258090$84.1570809030.50606979
115openrouteranthropic/claude-opus-4.7-fast8595.6070$7350.70809000$510560.8090001030.50606902
116openaigpt-5.5-pro8506.9370$7350.70809000$513860.8090001030.50605813
117openrouteropenai/gpt-5.5-pro8506.9370$7350.70809000$513860.8090001030.50605813
118openaigpt-5.4-pro8573.7170$7350.70809000$513860.8090001030.50603668
119openrouteropenai/gpt-5.4-pro8573.7170$7350.70809000$513860.8090001030.50603668
120openrouterz-ai/glm-57440.2670$40.26708090$51.5992809030.50602568
121openaigpt-5.2-codex7451.8270$51.37258090$5194.7080900030.50602535
122openrouteropenai/gpt-5.2-codex7451.8270$51.37258090$5194.7080900030.50602535
123openrouteranthropic/claude-opus-47473.5970$5105.70809000$1705.7080900030.50601468
124openaigpt-5.2-pro:batch7473.9370$5150.25809000$2894.7080900030.50600346
125openrouteropenai/gpt-5.2-pro:batch7473.9370$5150.25809000$2894.7080900030.50600346
126openaigpt-5.2-pro7473.9370$6261.70809000$511648.8090001030.50608168
127openrouteropenai/gpt-5.2-pro7473.9370$6261.70809000$511648.8090001030.50608168
128googlegemini-3-pro-image7440.2670$62.60708090$5172.7080900030.50607079
129googlegemini-3-pro-image-preview7440.2670$62.60708090$5172.7080900030.50607079
130openroutergoogle/gemini-3-pro-image7440.2670$62.60708090$5172.7080900030.50607079
131openroutergoogle/gemini-3-pro-image-preview7440.2670$62.60708090$5172.7080900030.50607079
132openrouterqwen/qwen3.6-plus7440.1570$40.93923590$51.5925809030.50607080
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