Rankings

Model rankings powered by real usage data from the Tangle operator network.

#ModelProviderTokensRequestsAvg CostAvg Latency
1gpt-6-lunaopenai1.8B21.9K$0.002712781ms
2zai/glm-5.3zai820.1M38.7K$0.011513510ms
3gpt-5.4-miniopenai269.8M11.0K$0.00614554ms
4typesafe/jev-1.13.0typesafe231.3M200.2K$0.0000730ms
5gpt-6.1-solopenai217.9M2.9K$0.039611256ms
6glm-5.3zai74.5M7.0K$0.016019144ms
7openrouter/z-ai/glm-5.3openrouter26.6M1.1K$0.008823114ms
8gpt-4o-miniopenai18.4M3.0K$0.00091364ms
9gemini-2.5-flashgoogle15.7M4.0K$0.00111471ms
10jev-1.13.0typesafe15.5M10.2K$0.0001625ms
11gpt-5.6-lunaopenai10.6M427$0.004116456ms
12google/gemini-2.5-flash-litegoogle7.6M1.6K$0.00051032ms
13gpt-5.4-nanoopenai6.2M134$0.014651369ms
14gemini-3.5-flash-litegoogle6.0M772$0.00101340ms
15gpt-5.4openai4.8M58$0.188493510ms
16gemini-3.7-flashgoogle3.3M212$0.00675296ms
17fireworks/deepseek-v4p1-flashfireworks3.2M967$0.00115249ms
18cloudflare/clefcloudflare2.6M2.4K$0.0003860ms
19cloudflare/clef-flashcloudflare2.6M2.4K$0.00011053ms
20gemini-3.1-pro-previewgoogle2.6M1.5K$0.006714146ms
21google/gemini-2.5-flashgoogle1.6M37$0.01392341ms
22openai/gpt-6-lunaopenai982.3K30$0.00133372ms
23gemini-3.5-flashgoogle873.6K669$0.00404771ms
24claude-sonnet-5-5anthropic480.8K354$0.046611337ms
25anthropic/claude-haiku-4-5-20251001anthropic366.1K33$0.01332160ms
26google/gemini-3.8-flashgoogle214.6K30$0.00493126ms
27gpt-5-search-apiopenai205.6K16$0.01666208ms
28together/deepseek-ai/DeepSeek-V4.1-Flashtogether174.6K43$0.003711985ms
29claude-sonnet-5anthropic163.8K77$0.035321801ms
30gpt-6-astraopenai156.6K36$0.141942498ms
31gpt-5.5openai119.4K739$0.00161483ms
32gpt-6-solopenai107.4K28$0.038435375ms
33gpt-5openai105.3K731$0.00092513ms
34openai/gpt-6-solopenai104.1K11$0.00822790ms
35openai/gpt-4o-mini-ttsopenai94.3K625$0.00151899ms
36groq/openai/gpt-oss-120bgroq89.7K681$0.0000780ms
37gpt-5-miniopenai84.0K731$0.00011486ms
38search/searxngsearxng69.0K2.8K$0.00002731ms
39glm-4.5zai52.1K662$0.00012424ms
40openrouter/anthropic/claude-sonnet-5openrouter46.7K6$0.02284996ms
41claude-sonnet-4-6anthropic42.6K373$0.00262800ms
42gpt-4.1-miniopenai38.4K773$0.0000899ms
43gemini-3.8-flashgoogle34.7K13$0.00223802ms
44anthropic/claude-sonnet-5-5anthropic21.4K24$0.02622070ms
45codestral-2508mistral13.9K729$0.0000785ms
46glm-5.2zai11.9K5$0.010433804ms
47claude-haiku-4-5-20251001anthropic11.4K314$0.0005636ms
48claude-opus-4-7cache10.7K305$0.0001577ms
49gemini-2.5-flash-litegoogle10.7K732$0.0000733ms
50gemini-2.5-progoogle10.2K728$0.00002454ms
51command-r-08-2024cohere8.4K645$0.0000878ms
52deepseek/deepseek-v4.1-flashopenrouter8.0K136$0.00002156ms
53openai/gpt-5.5openai7.9K3$0.00781711ms
54claude-opus-4-6cache7.0K305$0.0000757ms
55cerebras/gpt-oss-120bcache4.6K37$0.0000325ms
56gpt-4o-mini-ttsopenai4.5K9$0.00563744ms
57together/zai-org/GLM-5.3together4.5K1$0.00698884ms
58glm-5.1zai3.5K2$0.007920284ms
59anthropic/claude-opus-5anthropic2.9K2$0.09851657ms
60search/youyou2.0K111$0.0000997ms
61openrouter/z-ai/glm-4.5openrouter1.8K14$0.00038340ms
62openai/gpt-6.1-sol-proopenrouter1.5K1$0.00344759ms
63openai/gpt-chat-latestopenrouter1.2K46$0.00031763ms
64together/deepseek-ai/DeepSeek-V4-Pro-0813cache98127$0.0000614ms
65openai/gpt-5-miniopenai9633$0.00043039ms
66deepseek-flashcache6279$0.0000495ms
67gpt-4.1-nanoopenai4173$0.00001160ms
68anthropic/claude-opus-5-5anthropic4135$0.06302717ms
69kimi-k3together3322$0.00142380ms
70google/gemini-2.5-flash-preview-ttsgoogle3257$0.00042610ms
71claude-opus-5-5anthropic3092$0.00644727ms
72glm-5zai1861$0.00063588ms
73z-ai/glm-4.5zai1542$0.00014688ms
74together/moonshotai/Kimi-K3together1501$0.00121529ms
75fireworks/glm-5p3fireworks1292$0.00032618ms
76deepseek-v4-flashtogether1082$0.00011030ms
77deepseek-v4-protogether452$0.00011763ms
78claude-fable-5-1anthropic423$0.00034133ms
79google/gemini-3.1-pro-previewgoogle282$0.00018372ms
80gpt-image-2openai2727$0.000031996ms
81codestral-latestmistral191$0.0000731ms
82cohere/command-r-08-2024cohere131$0.00007752ms
83bytedance/seedance-2.0/image-to-videofal51$1.5777859ms

Request Activity

Models ranked by routed activity across operators

Quality Scores

Community ratings and evaluation signals per model

Cost Efficiency

Best value models comparing price, speed, and quality