CRYPTOVALUELAB RESEARCH

AI Model Value Index

Public benchmark-quality AI model rankings using OpenRouter benchmarks, usage, and API prices.

Latest refresh 04:26 UTC 2026-08-08 OpenRouter models API OpenRouter rankings

AI Value Index ranks all AI models by combining AI benchmark quality, actual model usage, and price. Use the presets to rerank the same eligible route dataset for different jobs without changing the underlying benchmarks, usage, context, and price data.

400 OpenRouter model routes, 358 benchmark rows, 473 daily usage rows, 132 eligible candidates. Usage window: 2026-08-02 to 2026-08-07.

Ranking preset
Quality floor
Advanced weights
Top Ranked
Loading
Highest AI Index
Loading
Cheapest In Set
Loading
Most Used
Loading
Candidates
0

Top for Best Overall Value

NModelAI Value IndexAI IndexUsage Index
1OpenAI: GPT-5.6 Luna71.2
56.7
99.0
2OpenAI: GPT-5.6 Luna (batch)71.2
56.7
99.0
3DeepSeek: DeepSeek V4 Flash 073167.2
56.1
4Z.ai: GLM 5.265.9
55.7
98.5
5MiniMax: MiniMax M3 (batch)64.8
47.0
97.1
6Xiaomi: MiMo-V2.563.1
40.2
99.4
7DeepSeek: DeepSeek V4 Pro61.5
47.7
98.0
8Z.ai: GLM 5.2 (batch)61.3
55.7
98.5
9MiniMax: MiniMax M361.2
47.0
97.1
10Tencent: Hy3 preview61.2
44.5
67.0
11OpenAI: GPT-5.6 Terra59.7
61.0
93.7
12OpenAI: GPT-5.6 Terra (batch)59.7
61.0
93.7
13Claude Opus 5 (batch)59.6
66.6
95.9
14Anthropic: Claude Sonnet 5 (batch)59.2
58.8
95.4
15Google: Gemini 3.6 Flash (batch)58.9
54.1
97.6
16OpenAI: GPT-5.4 Nano (batch)58.9
42.1
78.6
17Xiaomi: MiMo-V2.5-Pro58.5
44.7
91.1
18Claude Opus 558.2
66.6
95.9
19OpenAI: GPT-5.6 Sol (batch)57.8
65.3
92.6
20Qwen: Qwen3.8 Max57.6
62.3
83.8

Reference Data: All OpenRouter Routes

All scored OpenRouter model routes collected in this refresh, including excluded, missing-benchmark, missing-usage, and non-public rows. This table is source reference only and does not change preset rankings.

NModelOpenRouter IDProviderAI IndexUsage IndexAI Value IndexPublic CandidatePublic Exclusion ReasonIntelligenceCodingAgenticContext ScoreSpeed ScoreWeekly TokensUsage RankUsage SharePrice EfficiencyInput Price EfficiencyInput $/MOutput $/MChat $/MRAG $/MAgent $/MContextToolsReasoningStructuredBenchmark SourceUsage SourceSource StatusOpenrouter Source Url
1Claude Opus 5 (batch)anthropic/claude-opus-5:batchanthropic66.6
95.9
59.6
yes63.1078.0059.2074.8
1,164,154,621,03711.00.019560835218722114.9
16.0
2.50012.5005.0003.26910.0001,000,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
2Claude Opus 5anthropic/claude-opus-5anthropic66.6
95.9
58.2
yes63.1078.0059.2074.8
1,164,154,621,03711.00.01956083521872219.4
9.3
5.00025.00010.0006.53820.0001,000,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
3OpenAI: GPT-5.6 Sol (batch)openai/gpt-5.6-sol:batchopenai65.3
92.6
57.8
yes60.9078.3057.8095.8
566,717,608,76817.00.00952233454245485613.4
16.0
2.50015.0005.6253.46211.8751,050,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
4OpenAI: GPT-5.6 Solopenai/gpt-5.6-solopenai65.3
92.6
56.3
yes60.9078.3057.8095.8
566,717,608,76817.00.0095223345424548567.5
9.3
5.00030.00011.2506.92323.7501,050,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
5Anthropic: Claude Fable 5 (batch)anthropic/claude-fable-5:batchanthropic65.0
86.2
55.4
yes62.1076.5056.6074.8
220,514,454,09831.00.0037052182089996999.4
9.3
5.00025.00010.0006.53820.0001,000,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
6Anthropic: Claude Fable 5anthropic/claude-fable-5anthropic65.0
86.2
54.2
yes62.1076.5056.6074.8
220,514,454,09831.00.0037052182089996994.9
5.2
10.00050.00020.00013.07740.0001,000,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
7MoonshotAI: Kimi K3moonshotai/kimi-k3moonshotai63.3
96.6
57.2
yes59.7076.2054.3087.6
1,368,895,394,5279.00.0230010144358299912.0
12.4
3.00015.0006.0003.92312.0001,048,576yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
8Qwen: Qwen3.8 Maxqwen/qwen3.8-maxqwen62.3
83.8
57.6
yes58.1071.8058.4074.8
173,063,755,18536.00.00290792265591965126.2
20.8
2.0006.0003.0002.3085.0001,000,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
9OpenAI: GPT-5.6 Terraopenai/gpt-5.6-terraopenai61.0
93.7
59.7
yes56.6076.7050.2095.8
775,931,185,55315.00.01303766852563781929.4
34.5
1.0006.0002.2501.3854.7501,050,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
10OpenAI: GPT-5.6 Terra (batch)openai/gpt-5.6-terra:batchopenai61.0
93.7
59.7
yes56.6076.7050.2095.8
775,931,185,55315.00.01303766852563781929.4
34.5
1.0006.0002.2501.3854.7501,050,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
11Anthropic: Claude Opus 4.8 (batch)anthropic/claude-opus-4.8:batchanthropic60.4
90.6
55.1
yes57.3074.3049.4074.8
494,115,428,60421.00.008302428477534614.9
16.0
2.50012.5005.0003.26910.0001,000,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
12Anthropic: Claude Opus 4.8anthropic/claude-opus-4.8anthropic60.4
90.6
53.7
yes57.3074.3049.4074.8
494,115,428,60421.00.00830242847753469.4
9.3
5.00025.00010.0006.53820.0001,000,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
13OpenAI: GPT-5.5 (batch)openai/gpt-5.5:batchopenai59.7
79.7
52.1
yes56.3074.9047.4095.8
134,116,016,61844.00.0022534990231101913.4
16.0
2.50015.0005.6253.46211.8751,050,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
14OpenAI: GPT-5.5openai/gpt-5.5openai59.7
79.7
50.6
yes56.3074.9047.4095.8
134,116,016,61844.00.002253499023110197.5
9.3
5.00030.00011.2506.92323.7501,050,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
15SpaceXAI: Grok 4.5x-ai/grok-4.5x-ai59.1
88.5
56.7
yes55.8072.4048.9067.4
322,099,061,30526.00.00541210467100995626.2
20.8
2.0006.0003.0002.3085.000500,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
16Anthropic: Claude Sonnet 5 (batch)anthropic/claude-sonnet-5:batchanthropic58.8
95.4
59.2
yes55.3071.5049.7074.8
1,048,603,293,35712.00.0176192714099218231.2
34.5
1.0005.0002.0001.3084.0001,000,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
17Anthropic: Claude Sonnet 5anthropic/claude-sonnet-5anthropic58.8
95.4
56.5
yes55.3071.5049.7074.8
1,048,603,293,35712.00.0176192714099218220.2
20.8
2.00010.0004.0002.6158.0001,000,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
18Anthropic: Claude Opus 4.7 (batch)anthropic/claude-opus-4.7:batchanthropic58.4
87.0
53.3
yes55.0073.6046.3074.8
240,660,426,58329.00.00404372311288348514.9
16.0
2.50012.5005.0003.26910.0001,000,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
19Anthropic: Claude Opus 4.7anthropic/claude-opus-4.7anthropic58.4
87.0
51.9
yes55.0073.6046.3074.8
240,660,426,58329.00.0040437231128834859.4
9.3
5.00025.00010.0006.53820.0001,000,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
20OpenAI: GPT-5.6 Lunaopenai/gpt-5.6-lunaopenai56.7
99.0
71.2
yes52.3071.4046.9095.8
4,445,099,914,6014.00.0746892769989720780.8
84.9
0.1000.6000.2250.1380.4751,050,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
21OpenAI: GPT-5.6 Luna (batch)openai/gpt-5.6-luna:batchopenai56.7
99.0
71.2
yes52.3071.4046.9095.8
4,445,099,914,6014.00.0746892769989720780.8
84.9
0.1000.6000.2250.1380.4751,050,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
22OpenAI: GPT-5.4 (batch)openai/gpt-5.4:batchopenai56.3
81.1
54.1
yes53.1071.1044.2095.8
158,050,370,27241.00.002655658615515083827.8
28.6
1.2507.5002.8121.7315.9381,050,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
23OpenAI: GPT-5.4openai/gpt-5.4openai56.3
81.1
50.5
yes53.1071.1044.2095.8
158,050,370,27241.00.002655658615515083813.4
16.0
2.50015.0005.6253.46211.8751,050,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
24DeepSeek: DeepSeek V4 Flash 0731deepseek/deepseek-v4-flash-0731deepseek56.1
67.2
yes51.8069.1048.4087.6
91.5
88.4
0.0900.1800.1130.0970.1581,048,576yesyesyesfresh_openrouter_rankingsmissing_usagefresh_openrouter_rankings+openrouter_price+usage_missingsource
25Z.ai: GLM 5.2z-ai/glm-5.2z-ai55.7
98.5
65.9
yes52.6068.8045.7087.6
3,176,259,264,9405.00.05336944334601069562.2
57.4
0.3611.1350.5550.4210.9421,048,576yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
26Z.ai: GLM 5.2 (batch)z-ai/glm-5.2:batchz-ai55.7
98.5
61.3
yes52.6068.8045.7067.8
3,176,259,264,9405.00.05336944334601069543.9
42.6
0.7002.2001.0750.8151.825512,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
27Meta: Muse Spark 1.1meta/muse-spark-1.1meta55.3
72.1
52.6
yes53.2071.3039.7087.6
58,965,733,16568.00.000990778174263711631.2
28.6
1.2504.2502.0001.4813.5001,048,576yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
28Google: Gemini 3.5 Flash (batch)google/gemini-3.5-flash:batchgoogle54.4
84.8
55.8
yes52.0070.1039.7087.6
185,893,268,76233.00.003123491959585266736.0
41.0
0.7504.5001.6881.0383.5621,048,576yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
29Google: Gemini 3.5 Flashgoogle/gemini-3.5-flashgoogle54.4
84.8
52.9
yes52.0070.1039.7087.6
185,893,268,76233.00.003123491959585266724.3
25.4
1.5009.0003.3752.0777.1251,048,576yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
30Google: Gemini 3.6 Flash (batch)google/gemini-3.6-flash:batchgoogle54.1
97.6
58.9
yes51.6069.2040.5087.6
2,325,946,494,9807.00.03908197012123738.4
41.0
0.7503.7501.5000.9813.0001,048,576yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
31Google: Gemini 3.6 Flashgoogle/gemini-3.6-flashgoogle54.1
97.6
55.8
yes51.6069.2040.5087.6
2,325,946,494,9807.00.03908197012123726.2
25.4
1.5007.5003.0001.9626.0001,048,576yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
32Anthropic: Claude Sonnet 4.6 (batch)anthropic/claude-sonnet-4.6:batchanthropic51.2
94.3
53.6
yes48.4063.0042.1074.8
826,781,104,69114.00.01389207984795661526.2
25.4
1.5007.5003.0001.9626.0001,000,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
33Anthropic: Claude Sonnet 4.6anthropic/claude-sonnet-4.6anthropic51.2
94.3
50.0
yes48.4063.0042.1074.8
826,781,104,69114.00.01389207984795661512.0
12.4
3.00015.0006.0003.92312.0001,000,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
34Qwen: Qwen3.7 Maxqwen/qwen3.7-maxqwen48.5
73.2
48.9
yes46.7066.0030.9074.8
61,452,151,42065.00.001032556488666272230.2
26.5
1.4754.4252.2131.7023.6871,000,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
35Google: Gemini 3.1 Pro Preview (batch)google/gemini-3.1-pro-preview:batchgoogle47.9
82.8
50.2
yes47.7068.8023.0087.6
167,773,957,70038.00.00281904025570006129.4
34.5
1.0006.0002.2501.3854.7501,048,576yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
36Google: Gemini 3.1 Pro Previewgoogle/gemini-3.1-pro-previewgoogle47.9
82.8
47.3
yes47.7068.8023.0087.6
167,773,957,70038.00.00281904025570006117.7
20.8
2.00012.0004.5002.7699.5001,048,576yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
37DeepSeek: DeepSeek V4 Prodeepseek/deepseek-v4-prodeepseek47.7
98.0
61.5
yes45.3059.4037.8087.6
2,507,038,139,0146.00.0421247822566912762.6
54.1
0.4350.8700.5440.4680.7611,048,576yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
38MiniMax: MiniMax M3 (batch)minimax/minimax-m3:batchminimax47.0
97.1
64.8
yes45.4058.6036.1068.8
1,721,192,135,1478.00.02892051891301204778.2
76.6
0.1500.6000.2620.1850.487524,288yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
39MiniMax: MiniMax M3minimax/minimax-m3minimax47.0
97.1
61.2
yes45.4058.6036.1087.6
1,721,192,135,1478.00.02892051891301204763.8
60.6
0.3001.2000.5250.3690.9751,048,576yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
40MoonshotAI: Kimi K2.6moonshotai/kimi-k2.6moonshotai46.6
84.4
53.7
yes45.1061.8031.2051.7
183,602,073,60034.00.003084993902533452844.7
47.9
0.5802.4401.0450.7231.975262,144yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
41MoonshotAI: Kimi K2.7 Code (batch)moonshotai/kimi-k2.7-code:batchmoonshotai45.2
76.7
52.8
yes43.0060.8030.3051.7
86,231,877,68355.00.001448920546701633250.5
52.9
0.4752.0000.8560.5921.619262,144yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
42MoonshotAI: Kimi K2.7 Codemoonshotai/kimi-k2.7-codemoonshotai45.2
76.7
50.0
yes43.0060.8030.3051.7
86,231,877,68355.00.001448920546701633239.3
42.6
0.7003.5001.4000.9152.800262,144yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
43Xiaomi: MiMo-V2.5-Proxiaomi/mimo-v2.5-proxiaomi44.7
91.1
58.5
yes42.9060.2029.5095.8
497,398,411,78920.00.00835759116120836962.6
54.1
0.4350.8700.5440.4680.7611,050,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
44Tencent: Hy3 previewtencent/hy3-previewtencent44.5
67.0
61.2
yes42.2058.8031.4051.7
36,661,253,62180.00.00061600471967663893.1
92.6
0.0630.2100.1000.0740.173262,144yesyesnofresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
45Nex AGI: Nex-N2-Pronex-agi/nex-n2-pronex-agi44.2
37.2
48.7
yes41.7059.1031.0051.7
2,100,936,133190.03.5301208928814685e-0567.9
67.5
0.2501.0000.4380.3080.812262,144yesyesnofresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
46Thinking Machines: Inkling (batch)thinkingmachines/inkling:batchthinkingmachines43.2
59.6
48.0
yes42.3052.1034.1068.8
18,491,546,055108.00.000310706223026511249.2
51.5
0.5002.0250.8810.6171.644524,288yesyesnofresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
47Thinking Machines: Inklingthinkingmachines/inklingthinkingmachines43.2
59.6
44.3
yes42.3052.1034.1087.6
18,491,546,055108.00.000310706223026511234.4
37.2
0.9504.0501.7251.1883.2751,048,576yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
48OpenAI: GPT-5.4 Mini (batch)openai/gpt-5.4-mini:batchopenai43.1
79.2
52.6
yes40.9056.1031.5063.6
129,260,030,47045.00.002171905785279967452.1
57.1
0.3752.2500.8440.5191.781400,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
49OpenAI: GPT-5.4 Miniopenai/gpt-5.4-miniopenai43.1
79.2
48.5
yes40.9056.1031.5063.6
129,260,030,47045.00.002171905785279967436.0
41.0
0.7504.5001.6881.0383.562400,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
50Z.ai: GLM 5.1z-ai/glm-5.1z-ai42.8
76.3
48.5
yes41.0055.8030.6040.1
82,210,298,52556.00.001381347523490496638.9
36.8
0.9522.9921.4621.1092.482204,800yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource

NEW MODEL COVERAGE

Tracked before value ranking

Newly released models enter coverage as soon as their launch and benchmark data are verified. A numeric CVL value rank waits for comparable route, price, usage, and benchmark inputs.

Thinking Machines Lab · Released 15 July 2026

Inkling

Coverage added · value rank pending
AA Intelligence Index41
Parameters975B total / 41B active
ContextUp to 1M tokens
ModalitiesText, image, and audio input; text output
LicenseApache 2.0 open weights

Inkling is now tracked by the AI Value Index. It is not assigned a CVL value rank until a concrete OpenRouter route supplies comparable price, usage, and component-benchmark data.