Model Statistics
Time Period
Weekly Token Usage by Model
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Below is a list of AI models available on CodingFleet, along with statistics & benchmarks for the selected time period. The statistics are based on actual usage by CodingFleet users.
Legacy models are shown in the list but are grayed out and disabled. These models are no longer available.
The cost of the model is the number of credits required to use the model in a single request. For Unlimited and Elite users, the usage for 1-cost models is unlimited, while others are limited as shown in the pricing page.
| Model | Avg Speed (chars/s) The average speed of the model in characters per second, across all users utilizing this model. | N° Tokens The total number of tokens in both the prompt and the completion combined, across all users utilizing this model. | Cost The credit cost of utilizing this model in a request. Models with a cost of 2 or higher are considered premium models. | Vote Score The average vote score given to this model by CodingFleet users, where -1 is the lowest score and 1 is the highest. This is displayed only if there are 10 or more votes for the model. | LiveBench Coding The average LiveBench coding score (livebench.ai) | LiveBench Avg The average LiveBench average score (livebench.ai) | WebDev Arena WebDev Arena is an open-source benchmark evaluating AI capabilities in web development (https://web.lmarena.ai/leaderboard) |
|---|---|---|---|---|---|---|---|
Claude Sonnet 4.5 Thinking
|
151.3 | 3.7B 0 | 8 | 0.6 | 80.4 | 78.3 | 1397.0 |
|
Claude Opus 4.6 Thinking
|
129.0 | 2.5B 0 | 17 | 1.0 | 78.2 | 76.3 | 1547.0 |
|
Claude Haiku 4.5 Thinking
|
241.9 | 2.3B 0 | 1 | 0.3 | 72.8 | 71.4 | - |
|
Claude Sonnet 4.6 Thinking
|
142.8 | 2.1B 0 | 9 | 1.0 | 80.0 | 75.3 | - |
|
Claude Opus 4.5 Thinking
|
177.1 | 1.9B 0 | 17 | - | 79.7 | 79.8 | 1518.0 |
GPT-5.2 Thinking High
|
98.7 | 1.9B 0 | 6 | 0.5 | 76.1 | 73.6 | 1485.0 |
|
GPT-5 Mini
|
147.5 | 1.9B 0 | 1 | 0.4 | - | - | - |
Gemini 3 Flash
|
288.5 | 1.2B 0 | 1 | 0.3 | 73.9 | 73.6 | 1465.0 |
|
Claude 4 Sonnet Thinking
|
148.3 | 1.2B 0 | 7 | 0.7 | 73.6 | 72.1 | 1381.8 |
|
Claude Haiku 4.5
|
383.9 | 1.1B 0 | 1 | 0.6 | - | - | - |
|
GPT-5.4 Thinking xHigh
|
98.0 | 946.0M 0 | 11 | - | 77.5 | 80.3 | 1458.0 |
|
Claude Sonnet 4.5
|
190.2 | 896.1M 0 | 7 | 0.2 | - | - | - |
|
GPT-5 Thinking High
|
71.1 | 872.3M 0 | 5 | 1.0 | 75.3 | 78.6 | 1480.5 |
DeepSeek V3.2
|
89.7 | 622.5M 1 | 1 | 0.5 | 68.5 | 62.6 | - |
|
Claude 4 Sonnet
|
193.1 | 576.2M 2 | 6 | 0.8 | 77.5 | 69.7 | 1381.8 |
|
Claude Sonnet 4.6
|
172.2 | 536.5M 3 | 8 | - | - | - | - |
|
GPT-5 Thinking
|
90.9 | 517.5M 3 | 5 | - | 73.3 | 76.5 | - |
|
GPT-5.2 Codex High
|
102.6 | 506.3M 4 | 7 | - | 83.6 | 74.3 | - |
|
GPT-4.1
|
228.6 | 493.1M 1 | 6 | - | 73.2 | 63.0 | 1256.5 |
|
GPT-5.1 Codex Mini
|
256.9 | 454.4M 4 | 1 | - | 71.8 | 69.8 | 1248.0 |
|
GPT-5.2
|
205.1 | 429.9M 5 | 4 | 1.0 | - | - | - |
|
GPT-5.4 Mini
|
464.9 | 412.2M 5 | 1 | - | - | - | - |
|
Gemini 3 Pro
|
159.1 | 410.7M 5 | 4 | 1.0 | 74.6 | 79.7 | 1481.0 |
|
GPT-4.1 mini
|
210.9 | 405.1M 1 | 1 | 0.2 | 72.1 | 59.1 | 1194.4 |
|
GPT-5.1 Thinking High
|
139.9 | 370.0M 4 | 5 | - | 72.5 | 72.5 | 1395.0 |
|
Gemini 2.5 Pro
|
167.7 | 357.5M 4 | 4 | 0.7 | 72.9 | 79.0 | 1409.1 |
|
Claude 3.5 Haiku
|
199.8 | 348.3M 13 | 1 | -0.1 | 53.2 | 45.0 | 1133.8 |
|
Gemini 2.5 Flash
|
357.5 | 341.4M 3 | 1 | 0.3 | 60.3 | 69.9 | 1304.9 |
|
Gemini 3.1 Pro
|
174.8 | 326.2M 5 | 4 | 1.0 | 76.5 | 79.9 | 1500.0 |
|
GPT-5.4 Thinking High
|
151.8 | 318.6M 5 | 9 | 1.0 | - | - | 1481.0 |
|
GPT-5.3 Codex xHigh
|
91.8 | 297.0M 5 | 9 | - | - | - | - |
|
GPT-5.2 Thinking
|
145.1 | 292.9M 5 | 5 | - | - | - | - |
|
Claude Opus 4.7 Thinking
|
133.3 | 287.3M 5 | 17 | - | 82.1 | 76.9 | 1503.0 |
|
GPT-5 Mini High
|
77.8 | 284.3M 5 | 2 | 1.0 | 66.4 | 72.2 | - |
|
GPT-5.2 Thinking xHigh
|
60.8 | 269.1M 5 | 8 | - | - | - | - |
|
GPT-5.1 Thinking
|
168.5 | 243.4M 5 | 5 | 1.0 | - | - | 1395.0 |
|
GPT-5
|
200.8 | 186.6M 8 | 3 | 1.0 | 72.5 | 75.3 | - |
|
GPT-5.4 Mini xHigh
|
65.2 | 152.7M 9 | 2 | - | - | - | - |
Qwen 3.6 Plus
|
77.0 | 146.9M 9 | 1 | - | - | - | - |
GLM 5.1
|
93.5 | 138.4M 10 | 1 | - | - | - | - |
Kimi K2.5
|
92.8 | 135.2M 10 | 1 | - | 77.9 | 69.1 | - |
|
GPT-5.4 Thinking
|
168.7 | 129.7M 10 | 8 | 1.0 | - | - | - |
|
GPT-5.3 Codex High
|
124.4 | 124.2M 10 | 7 | - | - | - | - |
|
Claude 4.1 Opus Thinking
|
111.7 | 122.4M 10 | 60 | - | 74.0 | 73.5 | 1476.5 |
|
OpenAI o4-mini
|
186.0 | 121.5M 4 | 2 | -0.2 | - | - | 1095.1 |
|
GPT-5.4 Mini High
|
181.4 | 121.2M 9 | 1 | - | - | - | - |
|
Claude 3.7 Sonnet
|
204.9 | 119.7M 15 | 6 | - | 74.3 | 58.5 | 1356.7 |
MiniMax M2.7
|
161.4 | 118.9M 9 | 1 | - | - | - | - |
|
OpenAI o3-high
|
103.0 | 106.7M 11 | 5 | 1.0 | 76.7 | 74.6 | 1188.3 |
|
OpenAI o3
|
142.4 | 102.3M 9 | 4 | 1.0 | 77.9 | 72.0 | 1188.1 |
|
Claude 3.7 Sonnet Thinking
|
149.8 | 99.9M 8 | 7 | - | 73.2 | 67.4 | 1356.7 |
|
GPT-5.1
|
267.8 | 93.0M 9 | 3 | - | - | - | - |
|
Gemini 2.0 Flash
|
578.5 | 89.5M 20 | 1 | - | - | - | - |
|
GPT-5.2 Codex
|
178.4 | 84.1M 8 | 5 | - | 83.6 | 74.3 | - |
Grok-4 Fast
|
373.8 | 76.6M 9 | 1 | 0.4 | - | - | - |
|
Grok-4.1 Fast
|
167.8 | 74.9M 9 | 1 | - | - | - | - |
|
GPT-5.1 Codex Max High
|
181.7 | 72.6M 11 | 5 | - | 81.4 | 75.2 | - |
|
GPT-5.4
|
233.4 | 66.3M 13 | 6 | - | - | - | - |
Mistral Large 3
|
144.5 | 66.2M 8 | 1 | 1.0 | 62.9 | 50.3 | - |
|
Qwen 3.5 Plus
|
178.4 | 63.5M 12 | 1 | - | - | - | - |
|
OpenAI o4-mini-high
|
118.9 | 56.9M 8 | 2 | 0.5 | - | - | - |
|
GPT-5.2 Codex xHigh
|
95.6 | 55.9M 13 | 9 | - | 83.6 | 74.3 | - |
|
GPT-5.3 Codex
|
169.1 | 55.4M 13 | 5 | - | - | - | - |
|
Claude Opus 4.6
|
118.6 | 52.4M 13 | 15 | - | 78.2 | 76.3 | 1504.0 |
|
GPT-5.1 Codex Mini High
|
220.9 | 52.1M 13 | 1 | - | 71.8 | 69.8 | 1248.0 |
|
DeepSeek V3.2 Thinking
|
43.9 | 51.4M 4 | 1 | - | 64.6 | 66.6 | - |
|
MiniMax M2.5
|
143.1 | 39.4M 16 | 1 | - | 70.7 | 60.1 | - |
|
Claude 4 Opus Thinking
|
125.7 | 35.4M 16 | 60 | - | 73.3 | 72.9 | 1405.5 |
|
Claude Opus 4.5
|
174.9 | 34.0M 16 | 15 | - | 77.5 | 76.0 | 1484.0 |
|
GLM 5 Turbo
|
156.0 | 30.4M 18 | 1 | - | - | - | - |
|
Claude Opus 4.7
|
175.1 | 29.0M 18 | 15 | - | - | - | 1494.0 |
|
Kimi K2.6
|
54.3 | 27.7M 18 | 1 | - | - | - | - |
|
Codestral (2508)
|
847.1 | 27.2M 13 | 1 | - | - | - | - |
Llama 4 Maverick
|
317.3 | 25.5M 13 | 1 | - | 54.2 | 55.2 | 998.5 |
|
Qwen3 235B A22B
|
159.3 | 23.8M 16 | 1 | - | 66.4 | 64.9 | - |
|
GLM 5V Turbo
|
209.2 | 23.3M 16 | 1 | - | - | - | - |
|
GPT-5.1 Codex Max
|
225.4 | 23.2M 16 | 4 | - | 81.4 | 75.2 | - |
|
GLM 5
|
141.9 | 18.0M 18 | 1 | - | 73.6 | 68.9 | 1456.0 |
|
Grok-4
|
129.1 | 16.7M 18 | 5 | - | 71.3 | 72.1 | - |
|
Claude 4.1 Opus
|
129.2 | 16.2M 19 | 50 | - | - | - | - |
MiMo V2 Pro
|
230.3 | 15.4M 19 | 1 | - | - | - | - |
|
GPT-5.5 Thinking High
|
133.0 | 14.4M 19 | 18 | - | - | - | - |
|
OpenAI o3-mini-high
|
183.6 | 14.1M 20 | 2 | - | 65.5 | 71.4 | 1136.2 |
|
Claude 4 Opus
|
139.6 | 13.8M 19 | 50 | - | 72.9 | 71.5 | 1405.5 |
|
Grok-4.20 Beta
|
626.2 | 13.6M 19 | 4 | - | - | - | - |
|
GLM 4.6
|
159.0 | 13.0M 19 | 1 | - | - | - | - |
|
GPT-5 Pro
|
35.0 | 12.9M 19 | 70 | - | 72.1 | 78.7 | - |
|
GPT-4o
|
291.4 | 12.8M 65 | 5 | - | 69.3 | 54.0 | 964.0 |
|
DeepSeek V4 Pro Max
|
74.3 | 11.9M 18 | 2 | - | - | - | - |
|
GPT-5.5 Thinking xHigh
|
128.0 | 11.4M 18 | 22 | - | 82.5 | 80.7 | - |
|
DeepSeek V4 Flash
|
236.6 | 8.2M 19 | 1 | - | - | - | - |
|
Mistral Medium 3
|
263.5 | 8.2M 17 | 1 | - | 61.5 | 56.6 | 1160.1 |
|
MiMo V2.5 Pro
|
169.6 | 7.7M 19 | 1 | - | - | - | - |
|
GPT-4o Mini
|
182.0 | 7.4M 73 | 1 | - | 43.2 | 41.3 | - |
|
GLM 4.7
|
91.8 | 7.2M 19 | 1 | - | 73.1 | 58.1 | - |
|
OpenAI o3-mini
|
240.5 | 6.2M 23 | 2 | - | 58.4 | 67.2 | 1091.7 |
|
Grok-3 Mini (Beta)
|
271.5 | 5.6M 14 | 1 | - | 54.5 | 70.3 | - |
|
GPT-5.5 Thinking
|
204.4 | 5.5M 18 | 16 | - | - | - | - |
|
GPT-5.2 Codex
|
225.7 | 5.2M 18 | 8 | - | - | - | - |
|
Qwen 3.5 Flash
|
451.9 | 4.9M 18 | 1 | - | - | - | - |
|
Qwen3 Coder
|
293.2 | 3.3M 20 | 2 | - | 73.2 | 60.5 | - |
|
Kimi K2 Thinking
|
138.5 | 3.0M 22 | 1 | - | - | - | - |
|
Grok-3 (Beta)
|
265.2 | 2.9M 17 | 3 | - | 73.6 | 63.2 | - |
|
Grok-4.20
|
700.7 | 2.8M 21 | 4 | - | - | - | - |
|
Kimi K2 (0905)
|
184.7 | 1.6M 22 | 1 | - | 71.8 | 62.7 | - |
|
DeepSeek V4 Pro
|
73.4 | 1.5M 22 | 1 | - | - | - | - |
|
Qwen 3.6 Flash
|
156.0 | 1.1M 22 | 1 | - | - | - | - |
|
GPT-5.5
|
296.6 | 910.1K 22 | 12 | - | - | - | - |
|
Llama 3.3 70B
|
611.1 | 481.3K 27 | 1 | - | 24.1 | 45.7 | - |
|
Llama 3.1 405B
|
89.5 | 476.0K 31 | 2 | - | 42.7 | 52.4 | 813.7 |
|
Qwen 3.6 Max Preview
|
48.5 | 395.5K 20 | 4 | - | - | - | - |
|
Qwen2.5-Coder 32B
|
324.5 | 252.2K 7 | 1 | - | 56.9 | 46.2 | 904.1 |
|
DeepSeek R1
|
273.3 | 1.4K 2 | 2 | - | - | - | - |
|
DeepSeek V3
|
204.1 | 1.1K 9 | 1 | - | - | - | - |
|
Claude 3.5 Sonnet
|
167.6 | 319 99 | 6 | - | 32.3 | 50.8 | 1239.3 |
|
GPT-4 Turbo
|
43.7 | 62 42 | 10 | - | - | - | - |
|
GPT-3.5 Turbo
|
85.0 | 58 73 | 1 | - | - | - | - |
|
Claude 3 Opus
|
0.0 | 0 20 | 3 | - | - | - | - |
|
Llama 3.1 70B
|
0.0 | 0 26 | 1 | - | 33.5 | 44.9 | - |
|
OpenAI o1 Preview
|
0.0 | 0 34 | 3 | - | - | - | - |
|
Claude 3 Haiku
|
0.0 | 0 80 | 1 | - | - | - | - |
|
GPT Image 1.5
|
0.0 | 0 6 | 1 | - | - | - | - |
|
Gemini 1.5 Flash
|
0.0 | 0 79 | 1 | - | - | - | - |
|
GPT Image 1 Mini
|
0.0 | 0 2 | 1 | - | - | - | - |
|
GPT-4
|
0.0 | 0 73 | 3 | - | - | - | - |
|
Gemini 1.5 Pro
|
0.0 | 0 69 | 2 | - | - | - | - |
|
Llama 3.2 90B
|
0.0 | 0 24 | 1 | - | - | - | - |
|
OpenAI o1
|
0.0 | 0 19 | 18 | - | - | - | 1045.2 |
|
Grok-2
|
0.0 | 0 3 | 2 | - | 26.1 | 48.1 | - |
|
Claude 3 Sonnet
|
0.0 | 0 43 | 2 | - | - | - | - |
|
OpenAI o1 Mini
|
0.0 | 0 62 | 2 | - | 48.1 | 57.8 | 1053.7 |
|
Gemini 2.0 Flash Thinking
|
0.0 | 0 8 | 1 | - | 35.7 | 62.1 | 1030.1 |
|
Gemini 2.0 Pro (Exp)
|
0.0 | 0 54 | 2 | - | 35.3 | 61.6 | 1088.6 |
|
Nano Banana 2.0
|
0.0 | 0 16 | 1 | - | - | - | - |