CRYPTOVALUELAB RESEARCH

AI Value Index

Proprietary AI model rankings based on intelligence, speed, usage, and API prices.

Latest refresh 04:26 UTC 2026-11-13 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.

475 OpenRouter model routes, 405 benchmark rows, 673 daily usage rows, 131 eligible candidates. Usage window: 2026-11-06 to 2026-11-12.

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Top for Best Overall Value

NModelAI Value IndexAI IndexUsage Index
1Z.ai: GLM 5.3 Flash70.0
46.7
99.2
2Z.ai: GLM 5.3 Flash (batch)68.9
46.7
99.2
3DeepSeek: DeepSeek V4 Flash 042365.2
42.6
97.6
4Z.ai: GLM 5.2 (batch)63.8
53.2
90.5
5OpenAI: GPT-5.6 Luna (batch)62.0
42.7
93.9
6Google: Gemini 3.7 Flash (batch)61.8
57.5
82.6
7Z.ai: GLM 5.3 (batch)60.1
50.0
96.3
8DeepSeek: DeepSeek V4 Flash Vision Exp59.6
57.0
69.1
9inclusionAI: Ling 3.0 Flash59.5
36.4
73.9
10Z.ai: GLM 5.358.9
50.0
96.3
11OpenAI: GPT-5.6 Luna58.9
42.7
93.9
12Google: Gemini 3.7 Flash58.1
57.5
82.6
13Google: Gemini 3.8 Flash (batch)58.1
46.8
93.4
14Anthropic: Claude Sonnet 5 (batch)57.9
58.8
86.7
15OpenAI: GPT-5.6 Sol (batch)57.1
65.5
81.9
16Z.ai: GLM 5.256.7
53.2
90.5
17Google: Gemini 3.6 Flash (batch)55.6
50.9
69.4
18Qwen: Qwen3.8 27B55.5
40.9
90.0
19Upstage: Solar Pro 455.5
35.7
84.2
20Qwen: Qwen3.8 27B (batch)55.2
40.9
90.0

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
1OpenAI: GPT-5.6 Sol (batch)openai/gpt-5.6-sol:batchopenai65.5
81.9
57.1
yes78.3050.2093.8
262,872,419,05951.00.001312834690111399218.6
19.7
2.00010.0004.0002.6158.0001,050,000yesyesyesmixed_openrouter_benchmarkfresh_openrouter_usagemixed_openrouter_benchmark+openrouter_price+usage_freshsource
2OpenAI: GPT-5.6 Solopenai/gpt-5.6-solopenai65.5
81.9
54.4
yes78.3050.2093.8
262,872,419,05951.00.00131283469011139927.8
8.2
4.40022.0008.8005.75417.6001,050,000yesyesyesmixed_openrouter_benchmarkfresh_openrouter_usagemixed_openrouter_benchmark+openrouter_price+usage_freshsource
3Anthropic: Claude Fable 5 (batch)anthropic/claude-fable-5:batchanthropic62.6
56.7
47.3
yes59.9076.5050.7061.5
23,736,982,189139.00.000118546988565131076.3
6.5
5.00025.00010.0006.53820.0001,000,000yesyesyesmixed_openrouter_benchmarkfresh_openrouter_usagemixed_openrouter_benchmark+openrouter_price+usage_freshsource
4Anthropic: Claude Fable 5anthropic/claude-fable-5anthropic62.6
56.7
46.5
yes59.9076.5050.7061.5
23,736,982,189139.00.000118546988565131073.1
3.0
10.00050.00020.00013.07740.0001,000,000yesyesyesmixed_openrouter_benchmarkfresh_openrouter_usagemixed_openrouter_benchmark+openrouter_price+usage_freshsource
5Qwen: Qwen3.8 2.4T A95Bqwen/qwen3.8-2.4t-a95bqwen62.0
57.8
52.1
yes71.9050.1079.7
27,074,393,594130.00.0001352146537516945525.9
19.7
2.0006.0003.0002.3085.0001,048,576yesyesyesmixed_openrouter_benchmarkfresh_openrouter_usagemixed_openrouter_benchmark+openrouter_price+usage_freshsource
6OpenAI: GPT-6 Astra (batch)openai/gpt-6-astra:batchopenai61.5
83.1
52.0
yes56.9077.1051.0093.8
289,256,665,11248.00.00144460261622098026.3
6.5
5.00025.00010.0006.53820.0001,050,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
7OpenAI: GPT-6 Astraopenai/gpt-6-astraopenai61.5
83.1
51.2
yes56.9077.1051.0093.8
289,256,665,11248.00.00144460261622098023.1
3.0
10.00050.00020.00013.07740.0001,050,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
8Anthropic: Claude Fable 5.1 (batch)anthropic/claude-fable-5.1:batchanthropic61.5
78.5
51.1
yes50.0081.6057.9061.5
198,955,426,18160.00.00099362111175950656.3
6.5
5.00025.00010.0006.53820.0001,000,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
9Anthropic: Claude Fable 5.1anthropic/claude-fable-5.1anthropic61.5
78.5
50.3
yes50.0081.6057.9061.5
198,955,426,18160.00.00099362111175950653.1
3.0
10.00050.00020.00013.07740.0001,000,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
10Meta: Muse Spark 1.2meta/muse-spark-1.2meta59.0
36.0
47.9
yes72.2043.2079.7
3,758,556,010237.01.8770941174879214e-0532.9
29.0
1.2504.2502.0001.4813.5001,048,576yesyesyesmixed_openrouter_benchmarkfresh_openrouter_usagemixed_openrouter_benchmark+openrouter_price+usage_freshsource
11Anthropic: Claude Sonnet 5 (batch)anthropic/claude-sonnet-5:batchanthropic58.8
86.7
57.9
yes71.5043.6061.5
468,355,624,69538.00.00233905676985605232.9
34.4
1.0005.0002.0001.3084.0001,000,000yesyesyesmixed_openrouter_benchmarkfresh_openrouter_usagemixed_openrouter_benchmark+openrouter_price+usage_freshsource
12Anthropic: Claude Sonnet 5anthropic/claude-sonnet-5anthropic58.8
86.7
54.3
yes71.5043.6061.5
468,355,624,69538.00.00233905676985605218.6
19.7
2.00010.0004.0002.6158.0001,000,000yesyesyesmixed_openrouter_benchmarkfresh_openrouter_usagemixed_openrouter_benchmark+openrouter_price+usage_freshsource
13SpaceXAI: Grok 4.5x-ai/grok-4.5x-ai58.2
67.1
51.9
yes72.4041.2052.5
57,832,012,15996.00.000288824031189969825.9
19.7
2.0006.0003.0002.3085.000500,000yesyesyesmixed_openrouter_benchmarkfresh_openrouter_usagemixed_openrouter_benchmark+openrouter_price+usage_freshsource
14Anthropic: Claude Opus 4.8 (batch)anthropic/claude-opus-4.8:batchanthropic57.8
76.6
50.2
yes55.7074.3041.9061.5
160,993,364,46065.00.000804031379546888712.1
13.8
2.50012.5005.0003.26910.0001,000,000yesyesyesmixed_openrouter_benchmarkfresh_openrouter_usagemixed_openrouter_benchmark+openrouter_price+usage_freshsource
15Anthropic: Claude Opus 4.8anthropic/claude-opus-4.8anthropic57.8
76.6
48.7
yes55.7074.3041.9061.5
160,993,364,46065.00.00080403137954688876.3
6.5
5.00025.00010.0006.53820.0001,000,000yesyesyesmixed_openrouter_benchmarkfresh_openrouter_usagemixed_openrouter_benchmark+openrouter_price+usage_freshsource
16Google: Gemini 3.7 Flash (batch)google/gemini-3.7-flash:batchgoogle57.5
82.6
61.8
yes76.1035.2079.7
286,595,924,49649.00.001431314373222428254.7
54.5
0.3751.8750.7500.4901.5001,048,576yesyesyesmixed_openrouter_benchmarkfresh_openrouter_usagemixed_openrouter_benchmark+openrouter_price+usage_freshsource
17Google: Gemini 3.7 Flashgoogle/gemini-3.7-flashgoogle57.5
82.6
58.1
yes76.1035.2079.7
286,595,924,49649.00.001431314373222428239.8
41.6
0.7503.7501.5000.9813.0001,048,576yesyesyesmixed_openrouter_benchmarkfresh_openrouter_usagemixed_openrouter_benchmark+openrouter_price+usage_freshsource
18Anthropic: Claude Opus 5 (batch)anthropic/claude-opus-5:batchanthropic57.4
77.6
50.1
yes44.2078.0056.5061.5
194,363,593,83062.00.000970688630584234912.1
13.8
2.50012.5005.0003.26910.0001,000,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
19Anthropic: Claude Opus 5anthropic/claude-opus-5anthropic57.4
77.6
48.7
yes44.2078.0056.5061.5
194,363,593,83062.00.00097068863058423496.3
6.5
5.00025.00010.0006.53820.0001,000,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
20DeepSeek: DeepSeek V4 Flash Vision Expdeepseek/deepseek-v4-flash-vision-expdeepseek57.0
69.1
59.6
yes65.0047.5079.7
75,465,089,96190.00.0003768869642080706457.5
51.7
0.4401.3200.6600.5081.1001,048,576yesyesyesmixed_openrouter_benchmarkfresh_openrouter_usagemixed_openrouter_benchmark+openrouter_price+usage_freshsource
21Anthropic: Claude Opus 4.7 (batch)anthropic/claude-opus-4.7:batchanthropic55.8
53.1
44.4
yes53.5073.6038.6061.5
18,327,771,118156.09.153236312224818e-0512.1
13.8
2.50012.5005.0003.26910.0001,000,000yesyesyesmixed_openrouter_benchmarkfresh_openrouter_usagemixed_openrouter_benchmark+openrouter_price+usage_freshsource
22Anthropic: Claude Opus 4.7anthropic/claude-opus-4.7anthropic55.8
53.1
42.9
yes53.5073.6038.6061.5
18,327,771,118156.09.153236312224818e-056.3
6.5
5.00025.00010.0006.53820.0001,000,000yesyesyesmixed_openrouter_benchmarkfresh_openrouter_usagemixed_openrouter_benchmark+openrouter_price+usage_freshsource
23OpenAI: GPT-5.5 (batch)openai/gpt-5.5:batchopenai55.5
61.0
45.5
yes53.1074.9036.4093.8
34,989,213,465116.00.000174742764497689811.0
13.8
2.50015.0005.6253.46211.8751,050,000yesyesyesmixed_openrouter_benchmarkfresh_openrouter_usagemixed_openrouter_benchmark+openrouter_price+usage_freshsource
24OpenAI: GPT-5.5openai/gpt-5.5openai55.5
61.0
43.9
yes53.1074.9036.4093.8
34,989,213,465116.00.00017474276449768984.8
6.5
5.00030.00011.2506.92323.7501,050,000yesyesyesmixed_openrouter_benchmarkfresh_openrouter_usagemixed_openrouter_benchmark+openrouter_price+usage_freshsource
25Meta: Muse Spark 1.3meta/muse-spark-1.3meta53.3
68.8
51.3
yes36.6076.5055.5079.7
70,064,730,42191.00.000349916544988872232.9
29.0
1.2504.2502.0001.4813.5001,048,576yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
26Z.ai: GLM 5.2 (batch)z-ai/glm-5.2:batchz-ai53.2
90.5
63.8
yes51.1068.8038.4079.7
929,047,800,54329.00.00463984082350912565.8
62.1
0.2980.9160.4530.3460.7621,048,576yesyesyesmixed_openrouter_benchmarkfresh_openrouter_usagemixed_openrouter_benchmark+openrouter_price+usage_freshsource
27Z.ai: GLM 5.2z-ai/glm-5.2z-ai53.2
90.5
56.7
yes51.1068.8038.4079.7
929,047,800,54329.00.00463984082350912537.2
100.0
0.0076.8001.7050.5305.1021,048,576yesyesyesmixed_openrouter_benchmarkfresh_openrouter_usagemixed_openrouter_benchmark+openrouter_price+usage_freshsource
28Qwen: Qwen3.8 Max (0902) (batch)qwen/qwen3.8-max-0902:batchqwen52.0
47.1
yes33.7076.2056.0038.3
36.3
31.2
1.1503.4501.7251.3272.875262,144yesyesyesfresh_openrouter_rankingsmissing_usagefresh_openrouter_rankings+openrouter_price+usage_missingsource
29Qwen: Qwen3.8 Max (0902)qwen/qwen3.8-max-0902qwen52.0
43.9
yes33.7076.2056.0061.5
25.9
19.7
2.0006.0003.0002.3085.0001,000,000yesyesyesfresh_openrouter_rankingsmissing_usagefresh_openrouter_rankings+openrouter_price+usage_missingsource
30Google: Gemini 3.6 Flash (batch)google/gemini-3.6-flash:batchgoogle50.9
69.4
55.6
yes69.2029.0079.7
77,152,244,17789.00.000385312932174817954.7
54.5
0.3751.8750.7500.4901.5001,048,576yesyesyesmixed_openrouter_benchmarkfresh_openrouter_usagemixed_openrouter_benchmark+openrouter_price+usage_freshsource
31Google: Gemini 3.6 Flashgoogle/gemini-3.6-flashgoogle50.9
69.4
51.8
yes69.2029.0079.7
77,152,244,17789.00.000385312932174817939.8
41.6
0.7503.7501.5000.9813.0001,048,576yesyesyesmixed_openrouter_benchmarkfresh_openrouter_usagemixed_openrouter_benchmark+openrouter_price+usage_freshsource
32Meta: Muse Spark 1.1meta/muse-spark-1.1meta50.6
31.9
42.4
yes71.3025.8079.7
2,299,295,648263.01.1483118313903691e-0532.9
29.0
1.2504.2502.0001.4813.5001,048,576yesyesyesmixed_openrouter_benchmarkfresh_openrouter_usagemixed_openrouter_benchmark+openrouter_price+usage_freshsource
33SpaceXAI: Grok 4.6 (batch)x-ai/grok-4.6:batchx-ai50.2
66.3
48.0
yes31.0076.8053.0052.5
49,918,623,755100.00.0002493030694615172528.6
24.6
1.6004.8002.4001.8464.000500,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
34SpaceXAI: Grok 4.6x-ai/grok-4.6x-ai50.2
66.3
47.4
yes31.0076.8053.0052.5
49,918,623,755100.00.0002493030694615172525.9
19.7
2.0006.0003.0002.3085.000500,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
35Google: Gemini 3.5 Flash (batch)google/gemini-3.5-flash:batchgoogle50.1
65.1
50.0
yes70.1026.0079.7
44,458,055,160103.00.0002220319548085955537.6
41.6
0.7504.5001.6881.0383.5621,048,576yesyesyesmixed_openrouter_benchmarkfresh_openrouter_usagemixed_openrouter_benchmark+openrouter_price+usage_freshsource
36Google: Gemini 3.5 Flashgoogle/gemini-3.5-flashgoogle50.1
65.1
46.4
yes70.1026.0079.7
44,458,055,160103.00.0002220319548085955523.4
25.8
1.5009.0003.3752.0777.1251,048,576yesyesyesmixed_openrouter_benchmarkfresh_openrouter_usagemixed_openrouter_benchmark+openrouter_price+usage_freshsource
37Z.ai: GLM 5.3 (batch)z-ai/glm-5.3:batchz-ai50.0
96.3
60.1
yes31.7074.8053.1079.7
3,880,586,914,71510.00.0193803866448490953.2
51.1
0.4502.0000.8370.5691.6131,048,576yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
38Z.ai: GLM 5.3z-ai/glm-5.3z-ai50.0
96.3
58.9
yes31.7074.8053.1079.7
3,880,586,914,71510.00.0193803866448490948.8
85.3
0.0843.6000.9630.3542.7211,048,576yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
39Anthropic: Claude Sonnet 4.6 (batch)anthropic/claude-sonnet-4.6:batchanthropic48.8
78.1
48.9
yes63.0031.8061.5
198,389,769,03661.00.000990796112753054225.9
25.8
1.5007.5003.0001.9626.0001,000,000yesyesyesmixed_openrouter_benchmarkfresh_openrouter_usagemixed_openrouter_benchmark+openrouter_price+usage_freshsource
40Anthropic: Claude Sonnet 4.6anthropic/claude-sonnet-4.6anthropic48.8
78.1
45.0
yes63.0031.8061.5
198,389,769,03661.00.000990796112753054210.1
10.8
3.00015.0006.0003.92312.0001,000,000yesyesyesmixed_openrouter_benchmarkfresh_openrouter_usagemixed_openrouter_benchmark+openrouter_price+usage_freshsource
41OpenAI: GPT-5.6 Terra (batch)openai/gpt-5.6-terra:batchopenai48.3
75.2
49.0
yes32.3076.7043.2093.8
137,617,801,07970.00.000687289385018407129.6
34.4
1.0006.0002.2501.3854.7501,050,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
42OpenAI: GPT-5.6 Terraopenai/gpt-5.6-terraopenai48.3
75.2
45.3
yes32.3076.7043.2093.8
137,617,801,07970.00.000687289385018407114.6
19.7
2.00012.0004.5002.7699.5001,050,000yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
43Motif Technologies: Motif 3motif-technologies/motif-3motif-technologies47.5
4.3
42.6
yes63.5028.4038.3
13,574,342455.06.779283706076586e-0862.4
59.7
0.3001.2000.5250.3690.975262,144noyesyesmixed_openrouter_benchmarkfresh_openrouter_usagemixed_openrouter_benchmark+openrouter_price+usage_freshsource
44Google: Gemini 3.8 Flash (batch)google/gemini-3.8-flash:batchgoogle46.8
93.4
58.1
yes30.8076.3040.2079.7
1,609,968,823,90521.00.00804048948758654454.7
54.5
0.3751.8750.7500.4901.5001,048,576yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
45Google: Gemini 3.8 Flashgoogle/gemini-3.8-flashgoogle46.8
93.4
53.9
yes30.8076.3040.2079.7
1,609,968,823,90521.00.00804048948758654438.1
39.0
0.8254.1251.6501.0793.3001,048,576yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
46Z.ai: GLM 5.3 Flashz-ai/glm-5.3-flashz-ai46.7
99.2
70.0
yes27.8071.5050.9079.7
11,977,538,083,9543.00.05981809561852878597.9
96.3
0.0400.0780.0500.0430.0691,048,576yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
47Z.ai: GLM 5.3 Flash (batch)z-ai/glm-5.3-flash:batchz-ai46.7
99.2
68.9
yes27.8071.5050.9079.7
11,977,538,083,9543.00.05981809561852878593.7
92.2
0.0500.1800.0820.0600.1481,048,576yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
48Qwen: Qwen3.7 Maxqwen/qwen3.7-maxqwen46.1
45.6
42.0
yes46.0066.0022.5061.5
10,480,667,216189.05.2342438761480925e-0530.1
26.9
1.4754.4252.2131.7023.6871,000,000yesyesyesmixed_openrouter_benchmarkfresh_openrouter_usagemixed_openrouter_benchmark+openrouter_price+usage_freshsource
49inclusionAI: Ling 3.0 Flash VLinclusionai/ling-3.0-flash-vlinclusionai44.1
38.4
55.0
yes57.0028.7018.4
4,876,024,209226.02.4351789184704993e-0592.2
90.1
0.0600.1800.0900.0690.150131,072yesyesyesmixed_openrouter_benchmarkfresh_openrouter_usagemixed_openrouter_benchmark+openrouter_price+usage_freshsource
50MoonshotAI: Kimi K3moonshotai/kimi-k3moonshotai43.2
91.7
46.3
yes17.4076.2050.0079.7
1,132,622,540,04226.00.00565653166160231216.9
71.0
0.19216.0004.1441.40812.0481,048,576yesyesyesfresh_openrouter_rankingsfresh_openrouter_usagefresh_openrouter_rankings+openrouter_price+usage_freshsource
(c) CryptoValueLab.com

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.