CRYPTOVALUELAB RESEARCH

AI Model Value Index

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

Latest refresh 04:26 UTC 2026-08-06 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.

340 OpenRouter model routes, 357 benchmark rows, 436 daily usage rows, 99 eligible candidates. Usage window: 2026-07-30 to 2026-08-05.

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Top for Best Overall Value

NModelAI Value IndexAI IndexUsage Index
1OpenAI: GPT-5.6 Luna70.2
55.9
99.0
2DeepSeek: DeepSeek V4 Flash 073165.8
54.6
3Xiaomi: MiMo-V2.562.3
39.7
99.3
4Tencent: Hy3 preview61.7
43.9
71.6
5MiniMax: MiniMax M360.5
46.4
98.0
6DeepSeek: DeepSeek V4 Pro60.4
46.9
98.3
7Z.ai: GLM 5.259.4
54.4
98.7
8OpenAI: GPT-5.6 Terra58.7
59.6
95.3
9Xiaomi: MiMo-V2.5-Pro58.2
44.3
94.3
10Claude Opus 557.0
64.5
96.7
11SpaceXAI: Grok 4.556.0
57.4
90.6
12Google: Gemma 4 31B55.9
29.9
92.1
13MoonshotAI: Kimi K355.8
61.1
97.3
14OpenAI: GPT-5.4 Nano55.4
40.9
84.3
15OpenAI: gpt-oss-120b55.4
23.1
93.3
16Anthropic: Claude Sonnet 555.3
57.2
96.3
17MiniMax: MiniMax M2.755.2
39.3
88.0
18OpenAI: GPT-5.6 Sol55.1
63.5
93.0
19Google: Gemini 3.6 Flash54.8
53.0
97.0
20DeepSeek: DeepSeek V3.254.7
32.2
91.6

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 5anthropic/claude-opus-5anthropic64.5
96.7
57.0
yes60.7078.0055.3077.9
1,121,453,849,09411.00.0205063239741872938.5
8.2
5.00025.00010.0006.53820.0001,000,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
2OpenAI: GPT-5.6 Solopenai/gpt-5.6-solopenai63.5
93.0
55.1
yes58.9078.3054.0096.5
498,453,266,64722.00.0091144581474423096.4
8.2
5.00030.00011.2506.92323.7501,050,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
3Anthropic: Claude Fable 5anthropic/claude-fable-5anthropic63.1
89.6
53.7
yes59.9076.5052.8077.9
226,164,457,03130.00.004135526068300214.2
4.7
10.00050.00020.00013.07740.0001,000,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
4MoonshotAI: Kimi K3moonshotai/kimi-k3moonshotai61.1
97.3
55.8
yes57.1076.2050.1089.7
1,355,126,828,2479.00.02477914698727526711.2
11.6
3.00015.0006.0003.92312.0001,048,576yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
5OpenAI: GPT-5.6 Terraopenai/gpt-5.6-terraopenai59.6
95.3
58.7
yes55.0076.7047.4096.5
725,088,127,61315.00.01325858577834595227.5
33.3
1.0006.0002.2501.3854.7501,050,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
6Anthropic: Claude Opus 4.8anthropic/claude-opus-4.8anthropic59.2
94.0
53.5
yes55.7074.3047.2077.9
522,818,602,76719.00.0095599900582029178.5
8.2
5.00025.00010.0006.53820.0001,000,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
7OpenAI: GPT-5.5openai/gpt-5.5openai58.4
87.0
51.1
yes54.8074.9044.9096.5
160,574,235,43538.00.00293617726346716076.4
8.2
5.00030.00011.2506.92323.7501,050,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
8SpaceXAI: Grok 4.5x-ai/grok-4.5x-ai57.4
90.6
56.0
yes53.8072.4045.7071.6
321,160,237,07327.00.00587256967762541725.2
19.0
2.0006.0003.0002.3085.000500,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
9Anthropic: Claude Opus 4.7anthropic/claude-opus-4.7anthropic57.3
88.6
51.3
yes53.5073.6044.4077.9
213,753,555,74433.00.003908586758395948.5
8.2
5.00025.00010.0006.53820.0001,000,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
10Qwen: Qwen3.8 Maxqwen/qwen3.8-maxqwen57.2
81.9
54.1
yes53.4068.9049.9077.9
93,040,114,11355.00.001701283315526444425.2
19.0
2.0006.0003.0002.3085.0001,000,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
11Anthropic: Claude Sonnet 5anthropic/claude-sonnet-5anthropic57.2
96.3
55.3
yes53.4071.5046.7077.9
1,024,323,288,91012.00.01873024488137707218.4
19.0
2.00010.0004.0002.6158.0001,000,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
12OpenAI: GPT-5.6 Lunaopenai/gpt-5.6-lunaopenai55.9
99.0
70.2
yes51.2071.4045.6096.5
3,539,585,855,5024.00.0647230328256610578.8
83.5
0.1000.6000.2250.1380.4751,050,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
13OpenAI: GPT-5.4openai/gpt-5.4openai54.7
87.6
50.8
yes51.4071.1041.1096.5
167,319,292,76436.00.003059513886659174712.6
14.8
2.50015.0005.6253.46211.8751,050,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
14DeepSeek: DeepSeek V4 Flash 0731deepseek/deepseek-v4-flash-0731deepseek54.6
65.8
yes49.9069.1045.7089.7
90.6
87.1
0.0900.1800.1130.0970.1581,048,576yesyesyesfresh_openrouter_rankingsmissing_usagefresh_openrouter_rankings+openrouter_price+usage_missingsource
15Z.ai: GLM 5.2z-ai/glm-5.2z-ai54.4
98.7
59.4
yes51.1068.8043.1089.7
2,998,219,457,2145.00.0548238873895815739.0
39.3
0.7602.4201.1750.8882.0051,048,576yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
16Meta: Muse Spark 1.1meta/muse-spark-1.1meta53.5
72.9
51.2
yes50.6071.3037.5089.7
38,824,104,54981.00.00070991745806811228.8
27.4
1.2504.2502.0001.4813.5001,048,576yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
17Google: Gemini 3.6 Flashgoogle/gemini-3.6-flashgoogle53.0
97.0
54.8
yes50.1069.2038.7089.7
1,157,469,132,97110.00.02116488079291036325.2
24.2
1.5007.5003.0001.9626.0001,048,576yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
18Google: Gemini 3.5 Flashgoogle/gemini-3.5-flashgoogle53.0
88.3
52.6
yes50.2070.1037.4089.7
207,750,574,54834.00.003798819354846003423.3
24.2
1.5009.0003.3752.0777.1251,048,576yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
19Anthropic: Claude Sonnet 4.6anthropic/claude-sonnet-4.6anthropic50.3
95.7
49.6
yes47.2063.0040.8077.9
937,870,059,55814.00.01714940592742540311.2
11.6
3.00015.0006.0003.92312.0001,000,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
20Qwen: Qwen3.7 Maxqwen/qwen3.7-maxqwen48.1
77.6
49.0
yes46.0066.0030.6077.9
54,340,208,62868.00.00099363689718567628.0
25.2
1.4754.4252.2131.7023.6871,000,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
21Google: Gemini 3.1 Pro Previewgoogle/gemini-3.1-pro-previewgoogle46.9
85.3
46.7
yes46.5068.8021.4089.7
158,311,124,14642.00.002894795183126211615.4
19.0
2.00012.0004.5002.7699.5001,048,576yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
22DeepSeek: DeepSeek V4 Prodeepseek/deepseek-v4-prodeepseek46.9
98.3
60.4
yes44.3059.4036.4089.7
2,811,940,109,3806.00.0514176797605557759.9
51.4
0.4350.8700.5440.4680.7611,048,576yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
23MiniMax: MiniMax M3minimax/minimax-m3minimax46.4
98.0
60.5
yes44.4058.6035.4089.7
1,808,594,677,9747.00.03307102511127687461.3
58.0
0.3001.2000.5250.3690.9751,048,576yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
24MoonshotAI: Kimi K2.6moonshotai/kimi-k2.6moonshotai46.0
87.3
53.2
yes44.2061.8030.3056.5
164,417,103,59037.00.00300644595926786741.8
46.2
0.5892.4801.0620.7342.007262,144yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
25MoonshotAI: Kimi K2.7 Codemoonshotai/kimi-k2.7-codemoonshotai44.5
81.3
49.7
yes41.9060.8029.6056.5
88,794,420,42957.00.00162364876083692136.0
41.4
0.7003.5001.4000.9152.800262,144yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
26Xiaomi: MiMo-V2.5-Proxiaomi/mimo-v2.5-proxiaomi44.3
94.3
58.2
yes42.2060.2029.1096.5
526,659,178,63818.00.00963021683848620659.9
51.4
0.4350.8700.5440.4680.7611,050,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
27Nex AGI: Nex-N2-Pronex-agi/nex-n2-pronex-agi43.9
44.8
49.7
yes41.0059.1031.0056.5
2,845,208,597173.05.2026010086246935e-0566.2
65.7
0.2501.0000.4380.3080.812262,144yesyesnofresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
28Tencent: Hy3 previewtencent/hy3-previewtencent43.9
71.6
61.7
yes41.2058.8030.7056.5
32,406,423,04385.00.000592567059537217893.1
92.5
0.0630.2100.1000.0740.173262,144yesyesnofresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
29OpenAI: GPT-5.4 Miniopenai/gpt-5.4-miniopenai42.4
83.9
48.2
yes40.0056.1030.2068.7
132,194,893,41347.00.002417247320743659532.5
39.9
0.7504.5001.6881.0383.562400,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
30Z.ai: GLM 5.1z-ai/glm-5.1z-ai42.3
81.6
48.5
yes40.2055.8029.9043.1
90,225,135,98156.00.001649810084058489635.5
35.5
0.9522.9921.4621.1092.482204,800yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
31Thinking Machines: Inklingthinkingmachines/inklingthinkingmachines42.0
62.9
43.6
yes40.7052.1032.3089.7
15,167,434,908112.00.0002773438553286157631.8
33.3
1.0004.0501.7621.2353.2871,048,576yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
32Thinking Machines: Inkling Smallthinkingmachines/inkling-smallthinkingmachines41.7
51.5
46.9
yes40.2052.9030.8072.4
5,094,519,038151.09.31557352719348e-0554.9
49.1
0.5001.2000.6750.5541.025524,288yesyesnofresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
33Qwen: Qwen3.6 Plusqwen/qwen3.6-plusqwen41.1
74.6
50.6
yes39.6054.5027.6077.9
44,704,823,44277.00.000817449236498767852.2
55.3
0.3251.9500.7310.4501.5441,000,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
34OpenAI: GPT-5.4 Nanoopenai/gpt-5.4-nanoopenai40.9
84.3
55.4
yes38.2056.1027.5068.7
144,585,947,47846.00.002643823714630789464.2
70.8
0.2001.2500.4630.2810.988400,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
35SpaceXAI: Grok Build 0.1x-ai/grok-build-0.1x-ai40.4
46.2
41.0
yes39.8051.5028.0046.0
3,157,975,037168.05.774509514005873e-0538.4
33.3
1.0002.0001.2501.0771.750256,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
36Xiaomi: MiMo-V2.5xiaomi/mimo-v2.5xiaomi39.7
99.3
62.3
yes37.2056.8023.7096.5
5,220,673,278,6963.00.0954625263472159882.4
77.8
0.1400.2800.1750.1510.2451,050,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
37Qwen: Qwen3.6 27Bqwen/qwen3.6-27bqwen39.6
70.9
45.2
yes37.1053.7027.0056.5
26,875,046,52389.00.000491423174718445336.9
44.8
0.6003.6001.3500.8312.850262,144yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
38Qwen: Qwen3.7 Plusqwen/qwen3.7-plusqwen39.5
83.3
53.3
yes39.0055.9020.8077.9
110,208,078,61650.00.002015207818403028359.4
55.7
0.3201.2800.5600.3941.0401,000,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
39MiniMax: MiniMax M2.7minimax/minimax-m2.7minimax39.3
88.0
55.2
yes38.1052.6025.6043.1
177,433,036,25535.00.003244448559437572763.8
60.8
0.2701.0800.4730.3320.878204,800yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
40NVIDIA: Nemotron 3 Ultranvidia/nemotron-3-ultra-550b-a55bnvidia38.6
74.1
45.3
yes37.8049.3027.4072.1
44,051,869,08478.00.000805509651453584936.9
44.8
0.6003.6001.3500.8312.850512,288yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
41Anthropic: Claude Sonnet 4.5anthropic/claude-sonnet-4.5anthropic38.2
80.9
40.0
yes36.4052.1024.6077.9
79,651,205,62758.00.001456460672761010411.2
11.6
3.00015.0006.0003.92312.0001,000,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
42Google: Gemini 3.5 Flash Litegoogle/gemini-3.5-flash-litegoogle37.9
85.6
49.9
yes36.5049.3026.8089.7
158,359,531,98241.00.00289568034373153447.8
58.0
0.3002.5000.8500.4691.9501,048,576yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
43Kwaipilot: KAT-Coder-Pro V2kwaipilot/kat-coder-pro-v2kwaipilot36.9
37.8
43.2
yes33.7059.5015.5056.5
1,945,946,099195.03.558256202396357e-0561.3
58.0
0.3001.2000.5250.3690.975262,144yesnoyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
44OpenAI: GPT-5.1openai/gpt-5.1openai36.7
66.2
38.9
yes36.9049.4021.0068.7
19,053,733,492104.00.000348406697449414822.0
27.4
1.25010.0003.4381.9237.812400,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
45SpaceXAI: Grok 4.3x-ai/grok-4.3x-ai35.6
80.6
44.1
yes37.6042.2024.1077.9
79,465,383,98159.00.00145306283443055133.6
27.4
1.2502.5001.5621.3462.1881,000,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
46MoonshotAI: Kimi K2.5moonshotai/kimi-k2.5moonshotai35.4
36.8
yes35.4046.8021.7056.5
39.9
46.7
0.5702.8501.1400.7452.280262,144yesyesyesfresh_openrouter_rankingsmissing_usagefresh_openrouter_rankings+openrouter_price+usage_missingsource
47Z.ai: GLM 4.7z-ai/glm-4.7z-ai35.1
79.6
48.2
yes33.7045.3025.4043.1
69,178,811,55462.00.001264967901284244651.9
53.1
0.4001.7500.7380.5041.413204,800yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
48Qwen: Qwen3.5 397B A17Bqwen/qwen3.5-397b-a17bqwen34.6
63.5
43.2
yes33.7048.2019.8056.5
16,087,698,164110.00.0002941713123696006445.9
54.4
0.3902.3400.8770.5401.852262,144yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
49Qwen: Qwen3.5-122B-A10Bqwen/qwen3.5-122b-a10bqwen33.4
60.5
43.6
yes32.3045.7020.7056.5
11,819,979,453123.00.0002161340194491931452.5
62.4
0.2602.0800.7150.4001.625262,144yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
50OpenAI: GPT-5openai/gpt-5openai33.4
70.2
37.9
yes34.7037.8025.7068.7
24,730,803,58291.00.0004522146593943121522.0
27.4
1.25010.0003.4381.9237.812400,000yesyesyesfresh_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.