Models tracked
—
Across the selected period
Community telemetry
See how models perform in the real world.
Usage, speed, value, and coding benchmarks—grounded in how CodingFleet users actually work, not marketing claims.
Tokens served
—
Prompt and completion tokens
Fastest response
—
Characters per second
Community favorite
—
Models with 10+ votes
Token usage over time
Model usage across CodingFleet.
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Model leaderboard
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| Model | Speed | Usage | Credits | User score | Coding | LiveBench | WebDev Arena |
|---|---|---|---|---|---|---|---|
1
Claude Haiku 4.5
|
336.7 chars/s | 5.0B | 1 | 0.2 | 72.8 | 71.4 | — |
2
DeepSeek V4 Pro
|
221.1 chars/s | 4.8B | 1 | 0.6 | — | — | — |
|
3
Claude Sonnet 4.5
|
159.1 chars/s | 4.6B | 7–8 | 0.5 | 80.4 | 78.3 | 1397.0 |
|
4
DeepSeek V4 Flash
|
481.7 chars/s | 4.6B | 1 | — | — | — | — |
|
5
Claude Sonnet 4.6
|
145.0 chars/s | 3.2B | 9–10 | 1.0 | 80.0 | 75.3 | — |
6
GPT-5.2
|
117.4 chars/s | 2.9B | 4–8 | 0.8 | 76.1 | 73.6 | 1485.0 |
|
7
Claude Opus 4.6
|
129.1 chars/s | 2.6B | 15–17 | 1.0 | 78.2 | 76.3 | 1547.0 |
|
8
GPT-5.4
|
145.6 chars/s | 2.3B | 6–11 | 0.9 | 77.5 | 80.3 | 1481.0 |
|
9
GPT-5 Mini
|
139.2 chars/s | 2.2B | 1–2 | 0.7 | 66.4 | 72.2 | — |
10
Gemini 3 Flash
|
300.9 chars/s | 2.0B | 1 | 0.3 | 73.9 | 73.6 | 1465.0 |
|
11
Claude Opus 4.5
|
177.5 chars/s | 2.0B | 15–17 | — | 79.7 | 79.8 | 1518.0 |
|
12
GPT-5
|
93.0 chars/s | 1.6B 1 | 3–5 | 1.0 | 75.3 | 78.6 | 1480.5 |
|
13
GPT-5.4 Mini
|
347.2 chars/s | 1.5B 1 | 1–2 | 0.1 | — | — | — |
|
14
Claude Opus 4.8
|
145.5 chars/s | 1.1B 1 | 15–17 | — | — | — | — |
|
15
Claude 4 Sonnet
|
162.0 chars/s | 1.1B 3 | 6–7 | 0.7 | 77.5 | 72.1 | 1381.8 |
|
16
Claude Opus 4.7
|
139.8 chars/s | 1.0B | 15–17 | — | 82.1 | 76.9 | 1503.0 |
|
17
GPT-5.1
|
167.6 chars/s | 707.0M 1 | 3–5 | 0.9 | 72.5 | 72.5 | 1395.0 |
|
18
GPT-5.2 Codex
|
111.8 chars/s | 646.4M 2 | 5–9 | 0.8 | 83.6 | 74.3 | — |
|
19
GPT-5.5
|
209.6 chars/s | 607.5M 3 | 13–22 | — | 82.5 | 80.7 | — |
|
20
Gemini 3.1 Pro
|
178.1 chars/s | 594.0M 3 | 4 | 1.0 | 76.5 | 79.9 | 1500.0 |
|
21
GPT-5.1 Codex Mini
|
263.9 chars/s | 555.0M 5 | 1 | 0.7 | 71.8 | 69.8 | 1248.0 |
|
22
GPT-5.3 Codex
|
109.9 chars/s | 497.3M 6 | 5–9 | — | — | — | — |
|
23
DeepSeek V3.2
|
99.2 chars/s | 488.8M 4 | 1 | 0.3 | 68.5 | 62.6 | — |
|
24
Gemini 3 Pro
|
160.0 chars/s | 411.0M 7 | 4 | 1.0 | 74.6 | 79.7 | 1481.0 |
|
25
Claude Sonnet 5
|
199.6 chars/s | 388.1M 7 | 6–7 | — | — | — | — |
|
26
GPT-5.6 Sol
|
312.0 chars/s | 338.8M 9 | 14–24 | 1.0 | — | — | — |
|
27
Gemini 2.5 Flash
|
366.1 chars/s | 325.5M 7 | 1 | 0.3 | 60.3 | 69.9 | 1304.9 |
|
28
Gemini 2.5 Pro
|
166.4 chars/s | 286.0M 5 | 4 | 0.6 | 72.9 | 79.0 | 1409.1 |
|
29
GPT-4.1
|
195.6 chars/s | 275.5M 5 | 6 | — | 73.2 | 63.0 | 1256.5 |
30
GLM 5.1
|
132.9 chars/s | 241.7M 7 | 1 | — | — | — | — |
|
31
GPT-4.1 mini
|
212.4 chars/s | 180.5M 1 | 1 | 0.0 | 72.1 | 59.1 | 1194.4 |
32
MiniMax M2.7
|
192.5 chars/s | 172.9M 10 | 1 | — | — | — | — |
33
Qwen 3.6 Plus
|
73.7 chars/s | 171.8M 10 | 1 | — | — | — | — |
|
34
Claude 3.5 Haiku
|
203.3 chars/s | 166.7M 17 | 1 | — | 53.2 | 45.0 | 1133.8 |
|
35
MiniMax M3
|
281.9 chars/s | 162.1M 10 | 1 | — | — | — | — |
|
36
Claude Fable 5 Thinking
|
151.7 chars/s | 161.0M 10 | 34 | — | — | — | — |
|
37
GPT-5.6 Terra
|
342.8 chars/s | 156.3M 10 | 7–12 | 1.0 | — | — | — |
|
38
Qwen 3.7 Max
|
136.8 chars/s | 141.9M 11 | 3 | — | — | — | — |
39
Kimi K2.5
|
94.8 chars/s | 140.6M 11 | 1 | — | 77.9 | 69.1 | — |
|
40
Claude 4.1 Opus
|
113.8 chars/s | 138.5M 11 | 50–60 | — | 74.0 | 73.5 | 1476.5 |
|
41
Gemini 3.5 Flash
|
313.8 chars/s | 135.1M 11 | 4 | 1.0 | — | — | — |
|
42
GLM 5.2
|
252.2 chars/s | 131.0M 11 | 2 | — | — | — | — |
|
43
GLM 5
|
186.2 chars/s | 120.2M 11 | 1 | — | 73.6 | 68.9 | 1456.0 |
|
44
GPT-5.6 Luna
|
409.7 chars/s | 119.1M 12 | 1–5 | 0.1 | — | — | — |
|
45
Qwen 3.6 Flash
|
262.5 chars/s | 98.9M 13 | 1 | — | — | — | — |
|
46
GPT-5.1 Codex Max
|
196.7 chars/s | 98.6M 13 | 4–5 | — | 81.4 | 75.2 | — |
|
47
GLM 5 Turbo
|
164.2 chars/s | 86.2M 13 | 1 | — | — | — | — |
48
Grok-4.1 Fast
|
165.2 chars/s | 80.1M 13 | 1 | — | — | — | — |
|
49
Grok-4 Fast
|
373.5 chars/s | 76.7M 13 | 1 | 0.4 | — | — | — |
|
50
Kimi K2.6
|
62.5 chars/s | 71.5M 14 | 1 | — | — | — | — |
|
51
Kimi K2.7 Code
|
181.2 chars/s | 68.1M 14 | 1 | — | — | — | — |
|
52
Qwen 3.5 Flash
|
346.2 chars/s | 68.0M 14 | 1 | — | — | — | — |
|
53
Qwen 3.5 Plus
|
178.5 chars/s | 63.5M 15 | 1 | — | — | — | — |
|
54
OpenAI o3
|
140.7 chars/s | 57.8M 14 | 4–5 | — | 77.9 | 74.6 | 1188.3 |
55
MiMo V2.5 Pro
|
191.8 chars/s | 57.2M 14 | 1 | — | — | — | — |
|
56
GLM 5V Turbo
|
223.8 chars/s | 55.0M 15 | 1 | — | — | — | — |
|
57
MiniMax M2.5
|
142.6 chars/s | 39.5M 20 | 1 | — | 70.7 | 60.1 | — |
|
58
Grok Build 0.1
|
321.6 chars/s | 39.1M 20 | 1 | — | — | — | — |
59
Hy3
|
158.3 chars/s | 35.5M 20 | 1 | — | — | — | — |
|
60
Gemini 3.6 Flash
|
663.2 chars/s | 30.1M 21 | 4 | — | — | — | — |
|
61
DeepSeek V3.2 Thinking
|
50.2 chars/s | 29.8M 6 | 1 | — | 64.6 | 66.6 | — |
|
62
Qwen3 235B A22B
|
159.9 chars/s | 23.5M 20 | 1 | — | 66.4 | 64.9 | — |
|
63
Gemini 2.0 Flash
|
530.0 chars/s | 22.1M 27 | 1 | — | 64.7 | 60.1 | 1035.2 |
|
64
Claude 3.7 Sonnet
|
175.2 chars/s | 21.9M 39 | 6–7 | — | 74.3 | 67.4 | 1356.7 |
|
65
MiMo V2 Pro
|
302.5 chars/s | 18.6M 20 | 1 | — | — | — | — |
|
66
Qwen 3.6 Max Preview
|
50.5 chars/s | 16.8M 20 | 4 | — | — | — | — |
|
67
Qwen 3.7 Plus
|
269.5 chars/s | 16.0M 22 | 1 | — | — | — | — |
|
68
Grok-4
|
126.4 chars/s | 15.0M 19 | 5 | — | 71.3 | 72.1 | — |
|
69
OpenAI o4-mini
|
167.5 chars/s | 13.9M 28 | 2 | — | — | — | 1095.1 |
|
70
Grok-4.20 Beta
|
627.6 chars/s | 13.6M 21 | 4 | — | — | — | — |
|
71
GLM 4.6
|
159.0 chars/s | 13.0M 21 | 1 | — | — | — | — |
|
72
GPT-5 Pro
|
35.0 chars/s | 12.9M 21 | 70 | — | 72.1 | 78.7 | — |
|
73
Claude Opus 5
|
54.2 chars/s | 12.7M 21 | 15–17 | — | — | — | — |
|
74
Kimi K3
|
76.2 chars/s | 12.3M 21 | 7 | — | — | — | — |
75
Mistral Medium 3
|
262.9 chars/s | 7.7M 21 | 1 | — | 61.5 | 56.6 | 1160.1 |
|
76
GLM 4.7
|
91.8 chars/s | 7.2M 23 | 1 | — | 73.1 | 58.1 | — |
|
77
Claude 4 Opus
|
128.3 chars/s | 5.8M 5 | 50–60 | — | 73.3 | 72.9 | 1405.5 |
78
Gemma 4 26B
|
67.4 chars/s | 5.7M 23 | 0 | — | — | — | — |
|
79
Mistral Medium 3.5
|
374.6 chars/s | 5.6M 23 | 2 | — | — | — | — |
|
80
Codestral (2508)
|
433.0 chars/s | 5.4M 23 | 1 | — | — | — | — |
81
Llama 4 Maverick
|
283.3 chars/s | 5.3M 1 | 1 | — | 54.2 | 55.2 | 998.5 |
|
82
GPT-5.2 Codex
|
225.7 chars/s | 5.2M 22 | 8 | — | — | — | — |
|
83
Kimi K2 Thinking
|
138.5 chars/s | 3.0M 27 | 1 | — | — | — | — |
|
84
Grok-4.20
|
700.7 chars/s | 2.8M 27 | 4 | — | — | — | — |
|
85
Qwen3 Coder
|
300.8 chars/s | 2.6M 22 | 2 | — | 73.2 | 60.5 | — |
|
86
Ling 3.0 Flash
|
475.8 chars/s | 1.8M 27 | 0 | — | — | — | — |
|
87
Kimi K2 (0905)
|
184.7 chars/s | 1.6M 27 | 1 | — | 71.8 | 62.7 | — |
|
88
Grok-3 Mini (Beta)
|
282.5 chars/s | 1.6M 9 | 1 | — | 54.5 | 70.3 | — |
|
89
Grok-4.3
|
349.3 chars/s | 1.4M 26 | 3 | — | — | — | — |
|
90
Mistral Large 3
|
253.3 chars/s | 823.1K 26 | 1 | — | 62.9 | 50.3 | — |
|
91
Grok 4.5
|
231.1 chars/s | 748.5K 26 | 4 | — | — | — | — |
|
92
GPT-4o
|
236.4 chars/s | 743.3K 63 | 2 | — | — | — | — |
|
93
Llama 3.1 405B
|
100.2 chars/s | 254.7K 20 | 2 | — | 42.7 | 52.4 | 813.7 |
|
94
GPT-4o Mini
|
16.6 chars/s | 184.9K 67 | 1 | — | 43.2 | 41.3 | — |
|
95
Laguna S 2.1
|
144.4 chars/s | 138.8K 23 | 0 | — | — | — | — |
|
96
Nemotron 3 Ultra
|
270.8 chars/s | 129.2K 23 | 0 | — | — | — | — |
|
97
GPT-3.5 Turbo
|
85.0 chars/s | 10.2K 58 | 1 | — | — | — | — |
|
98
Llama 3.3 70B
|
136.6 chars/s | 1.5K 22 | 1 | — | 24.1 | 45.7 | — |
|
99
DeepSeek R1
|
273.3 chars/s | 1.4K 1 | 1 | — | — | — | — |
|
100
DeepSeek V3
|
204.1 chars/s | 1.1K 9 | 1 | — | — | — | — |
|
101
Claude 3.5 Sonnet
|
167.6 chars/s | 319 80 | 2 | — | — | — | — |
|
102
Grok-3 (Beta)
|
99.0 chars/s | 142 4 | 3 | — | 73.6 | 63.2 | — |
|
103
GPT-4 Turbo
|
43.7 chars/s | 62 33 | 10 | — | — | — | — |
How to read these statistics
Real usageUsage combines prompt and completion tokens generated by CodingFleet users during the selected period.
Credits and availabilityCredits are charged per request. One-credit models are unlimited on eligible Unlimited and Elite plans; legacy models are no longer selectable.
BenchmarksLiveBench measures broad and coding performance. WebDev Arena is an independent leaderboard for web-development output.