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) |
|---|---|---|---|---|---|---|---|
GPT-5.2 Codex
|
178.4 | 83.5M 8 | 5 | - | 83.6 | 74.3 | - |
|
GPT-5.1 Codex Max High
|
183.8 | 72.6M 10 | 5 | - | 81.4 | 75.2 | - |
Claude 4.1 Opus Thinking
|
112.6 | 122.4M 6 | 60 | - | 74.0 | 73.5 | 1476.5 |
|
Claude 4 Opus Thinking
|
125.9 | 35.2M 12 | 60 | - | 73.3 | 72.9 | 1405.5 |
Mistral Large 3
|
136.4 | 65.3M 9 | 1 | 1.0 | 62.9 | 50.3 | - |
|
GPT-5.3 Codex xHigh
|
79.3 | 113.4M 7 | 9 | - | - | - | - |
|
GPT-5.1 Thinking
|
168.3 | 243.4M 4 | 5 | 1.0 | - | - | 1395.0 |
|
OpenAI o3
|
145.5 | 108.8M 8 | 4 | 1.0 | 77.9 | 72.0 | 1188.1 |
|
GPT-5.4 Thinking
|
156.5 | 20.6M 13 | 8 | - | - | - | - |
|
Claude Opus 4.6 Thinking
|
134.5 | 1.7B 0 | 17 | - | 78.2 | 76.3 | 1503.0 |
Gemini 3.1 Pro
|
169.5 | 131.0M 6 | 4 | 1.0 | 76.5 | 79.9 | 1500.0 |
|
GPT-5 Mini High
|
78.0 | 284.2M 4 | 2 | 1.0 | 66.4 | 72.2 | - |
|
Mistral Medium 3
|
261.5 | 6.9M 14 | 1 | - | 61.5 | 56.6 | 1160.1 |
|
Gemini 2.0 Pro (Exp)
|
320.6 | 20.0M 4 | 2 | - | 35.3 | 61.6 | 1088.6 |
|
GPT-5.1 Codex Mini High
|
218.5 | 50.5M 11 | 1 | - | 71.8 | 69.8 | 1248.0 |
|
OpenAI o3-high
|
103.0 | 106.7M 8 | 5 | 1.0 | 76.7 | 74.6 | 1188.3 |
|
GPT-5.4 Thinking High
|
185.8 | 8.9M 14 | 9 | - | - | - | - |
|
GPT-5
|
201.1 | 186.5M 6 | 3 | 1.0 | 72.5 | 75.3 | - |
|
Claude Opus 4.6
|
150.8 | 12.3M 14 | 15 | - | 78.2 | 76.3 | 1504.0 |
|
GPT-5 Thinking High
|
71.2 | 872.3M 0 | 5 | 1.0 | 75.3 | 78.6 | 1480.5 |
|
Claude Haiku 4.5 Thinking
|
244.0 | 1.3B 0 | 1 | 1.0 | 72.8 | 71.4 | - |
|
GPT-5.1 Thinking High
|
140.9 | 367.9M 3 | 5 | - | 72.5 | 72.5 | 1395.0 |
|
Claude Opus 4.5 Thinking
|
176.9 | 1.9B 0 | 17 | - | 79.7 | 79.8 | 1518.0 |
Kimi K2.5
|
102.6 | 42.0M 12 | 1 | - | 77.9 | 69.1 | - |
|
Claude Sonnet 4.6
|
176.6 | 82.8M 9 | 7 | - | - | - | - |
|
GPT-5.2 Thinking
|
144.9 | 292.9M 4 | 5 | - | - | - | - |
|
Codestral (2508)
|
828.0 | 16.1M 8 | 1 | - | - | - | - |
|
Claude Sonnet 4.6 Thinking
|
156.1 | 836.7M 0 | 8 | 1.0 | 80.0 | 75.3 | - |
|
Gemini 3 Pro
|
162.3 | 411.1M 3 | 4 | 1.0 | 74.6 | 79.7 | 1481.0 |
|
GPT-5.1 Codex Mini
|
223.6 | 344.0M 3 | 1 | - | 71.8 | 69.8 | 1248.0 |
|
Claude 4 Sonnet
|
193.2 | 575.7M 2 | 6 | 0.8 | 77.5 | 69.7 | 1381.8 |
|
GPT-5.2 Codex High
|
103.9 | 506.3M 3 | 7 | - | 83.6 | 74.3 | - |
|
GPT-4.1
|
231.7 | 549.2M 2 | 6 | 0.8 | 73.2 | 63.0 | 1256.5 |
|
Claude 4 Sonnet Thinking
|
149.0 | 1.2B 0 | 7 | 0.7 | 73.6 | 72.1 | 1381.8 |
|
Gemini 2.5 Pro
|
180.7 | 357.2M 3 | 4 | 0.7 | 72.9 | 79.0 | 1409.1 |
|
GPT-5 Thinking
|
90.9 | 517.5M 2 | 5 | - | 73.3 | 76.5 | - |
|
Claude Sonnet 4.5 Thinking
|
151.4 | 3.7B 0 | 8 | 0.6 | 80.4 | 78.3 | 1397.0 |
|
Claude Haiku 4.5
|
382.1 | 1.0B 0 | 1 | 0.6 | - | - | - |
|
GPT-5 Mini
|
147.3 | 1.8B 0 | 1 | 0.5 | - | - | - |
|
Claude 3.7 Sonnet
|
220.9 | 301.2M 3 | 6 | 0.5 | 74.3 | 58.5 | 1356.7 |
|
OpenAI o4-mini-high
|
123.0 | 67.0M 11 | 2 | 0.5 | - | - | - |
|
Claude 3.7 Sonnet Thinking
|
166.3 | 211.8M 5 | 7 | - | 73.2 | 67.4 | 1356.7 |
|
GPT-5.2 Thinking High
|
98.6 | 1.9B 0 | 6 | 0.5 | 76.1 | 73.6 | 1485.0 |
|
Gemini 3 Flash
|
281.8 | 738.7M 1 | 1 | 0.5 | 73.9 | 73.6 | 1465.0 |
Grok-4 Fast
|
370.7 | 72.8M 10 | 1 | - | - | - | - |
DeepSeek V3.2
|
86.7 | 622.1M 1 | 1 | 0.4 | 68.5 | 62.6 | - |
|
GPT-5.1
|
260.5 | 76.8M 9 | 3 | - | - | - | - |
|
GPT-5.2
|
197.6 | 394.2M 3 | 4 | 0.3 | - | - | - |
|
Gemini 2.5 Flash
|
357.7 | 341.3M 3 | 1 | 0.3 | 60.3 | 69.9 | 1304.9 |
Llama 4 Maverick
|
315.6 | 29.6M 10 | 1 | - | 54.2 | 55.2 | 998.5 |
|
Claude Sonnet 4.5
|
190.3 | 896.0M 0 | 7 | 0.2 | - | - | - |
|
GPT-4.1 mini
|
215.9 | 412.3M 3 | 1 | 0.1 | 72.1 | 59.1 | 1194.4 |
|
GPT-5.2 Codex
|
225.7 | 5.2M 15 | 8 | - | - | - | - |
|
Claude Opus 4.5
|
175.4 | 33.6M 12 | 15 | - | 77.5 | 76.0 | 1484.0 |
GLM 5
|
124.2 | 11.5M 14 | 1 | - | 73.6 | 68.9 | 1456.0 |
|
GPT-3.5 Turbo
|
85.0 | 58 60 | 1 | - | - | - | - |
|
Nano Banana 2.0
|
0.0 | 0 10 | 1 | - | - | - | - |
|
Kimi K2 Thinking
|
138.5 | 3.0M 17 | 1 | - | - | - | - |
|
GPT Image 1 Mini
|
0.0 | 0 1 | 1 | - | - | - | - |
|
Claude 3 Opus
|
0.0 | 0 16 | 3 | - | - | - | - |
|
GPT-4
|
0.0 | 0 65 | 3 | - | - | - | - |
|
DeepSeek V3
|
204.1 | 1.1K 8 | 1 | - | - | - | - |
|
Gemini 1.5 Pro
|
0.0 | 0 61 | 2 | - | - | - | - |
|
GPT-5.1 Codex Max
|
222.8 | 22.9M 12 | 4 | - | 81.4 | 75.2 | - |
Qwen3 235B A22B
|
159.6 | 23.6M 12 | 1 | - | 66.4 | 64.9 | - |
|
Qwen3 Coder
|
291.2 | 3.3M 15 | 2 | - | 73.2 | 60.5 | - |
|
Llama 3.1 70B
|
0.0 | 0 24 | 1 | - | 33.5 | 44.9 | - |
|
Grok-2
|
226.6 | 269.8K 14 | 2 | - | 26.1 | 48.1 | - |
|
Llama 3.1 405B
|
86.8 | 7.9M 15 | 2 | - | 42.7 | 52.4 | 813.7 |
|
Gemini 1.5 Flash
|
0.0 | 0 65 | 1 | - | - | - | - |
|
GPT Image 1.5
|
0.0 | 0 8 | 1 | - | - | - | - |
|
GPT-5.2 Codex xHigh
|
95.6 | 55.9M 12 | 9 | - | 83.6 | 74.3 | - |
|
OpenAI o1 Preview
|
0.0 | 0 22 | 3 | - | - | - | - |
|
OpenAI o1 Mini
|
0.0 | 0 55 | 2 | - | 48.1 | 57.8 | 1053.7 |
|
Gemini 2.0 Flash Thinking
|
430.1 | 2.9M 14 | 1 | - | 35.7 | 62.1 | 1030.1 |
|
GPT-5.3 Codex High
|
131.5 | 20.1M 14 | 7 | - | - | - | - |
|
Claude 4.1 Opus
|
131.4 | 15.9M 14 | 50 | - | - | - | - |
|
GPT-5.4
|
237.1 | 6.9M 14 | 6 | - | - | - | - |
|
OpenAI o3-mini
|
255.3 | 36.1M 2 | 2 | - | 58.4 | 67.2 | 1091.7 |
|
GPT-5.2 Thinking xHigh
|
60.8 | 269.1M 4 | 8 | - | - | - | - |
|
Claude 3.5 Sonnet
|
203.7 | 3.8M 70 | 6 | - | 32.3 | 50.8 | 1239.3 |
|
GLM 4.7
|
91.8 | 7.2M 14 | 1 | - | 73.1 | 58.1 | - |
|
GPT-4 Turbo
|
43.7 | 62 37 | 10 | - | - | - | - |
|
Claude 3 Sonnet
|
0.0 | 0 33 | 2 | - | - | - | - |
MiniMax M2.5
|
142.8 | 33.9M 12 | 1 | - | 70.7 | 60.1 | - |
|
Qwen 3.5 Plus
|
187.6 | 30.5M 13 | 1 | - | - | - | - |
|
Grok-3 (Beta)
|
256.6 | 4.4M 16 | 3 | - | 73.6 | 63.2 | - |
|
GPT-5.4 Thinking xHigh
|
134.2 | 29.7M 13 | 11 | - | - | - | - |
|
DeepSeek R1
|
273.3 | 1.4K 3 | 2 | - | - | - | - |
|
Qwen 3.5 Flash
|
318.6 | 164.5K 14 | 1 | - | - | - | - |
|
Claude 4 Opus
|
140.3 | 13.6M 14 | 50 | - | 72.9 | 71.5 | 1405.5 |
|
GLM 4.6
|
159.0 | 13.0M 14 | 1 | - | - | - | - |
|
GPT-5 Pro
|
35.0 | 12.9M 14 | 70 | - | 72.1 | 78.7 | - |
|
Gemini 2.0 Flash
|
572.1 | 154.1M 3 | 1 | 0.0 | - | - | - |
|
Claude 3 Haiku
|
0.0 | 0 66 | 1 | - | - | - | - |
|
Kimi K2 (0905)
|
184.7 | 1.6M 17 | 1 | - | 71.8 | 62.7 | - |
|
OpenAI o1
|
0.0 | 0 15 | 18 | - | - | - | 1045.2 |
|
Qwen2.5-Coder 32B
|
292.6 | 865.2K 9 | 1 | - | 56.9 | 46.2 | 904.1 |
|
OpenAI o4-mini
|
185.2 | 137.8M 6 | 2 | -0.1 | - | - | 1095.1 |
|
Claude 3.5 Haiku
|
203.9 | 417.3M 6 | 1 | -0.2 | 53.2 | 45.0 | 1133.8 |
|
DeepSeek V3.2 Thinking
|
40.8 | 54.7M 8 | 1 | - | 64.6 | 66.6 | - |
|
GPT-4o Mini
|
239.7 | 46.7M 33 | 1 | - | 43.2 | 41.3 | - |
|
GPT-4o
|
297.3 | 64.5M 26 | 5 | - | 69.3 | 54.0 | 964.0 |
|
GPT-5.3 Codex
|
164.9 | 47.1M 11 | 5 | - | - | - | - |
|
Grok-4.1 Fast
|
157.6 | 39.6M 14 | 1 | - | - | - | - |
|
Llama 3.3 70B
|
554.7 | 14.5M 4 | 1 | - | 24.1 | 45.7 | - |
|
Grok-4
|
128.9 | 16.6M 14 | 5 | - | 71.3 | 72.1 | - |
|
Grok-3 Mini (Beta)
|
276.5 | 8.0M 14 | 1 | - | 54.5 | 70.3 | - |
|
Llama 3.2 90B
|
161.2 | 195.1K 11 | 1 | - | - | - | - |
|
OpenAI o3-mini-high
|
176.8 | 38.4M 6 | 2 | - | 65.5 | 71.4 | 1136.2 |