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Model leaderboard

Models ranked by how many people used them, from public Tokscale submissions.

Period
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Active usersTokens

Oct 10, 2024 – Nov 12, 2026 (UTC)2,457 accounts100% of tokens from an identified modelData through Nov 12, 2026, 08:19 UTCHow we count

Models ranked by active users, all time
#ModelActive usersAdoptionTokensEst. costTop agents
1
Claude Haiku 4.5Anthropic
1,805
73% of active accounts
644.3B$131.9K
  • Claude Code91%
  • OpenCode7.6%
  • OpenClaw0.5%
2
GPT-5.5OpenAI
1,585
65% of active accounts
10.2T$22.3M
  • Codex CLI89%
  • OpenCode3.7%
  • Pi2.1%
3
Claude Sonnet 4.6Anthropic
1,564
64% of active accounts
904.8B$579.1K
  • Claude Code71%
  • OpenCode16%
  • Pi7.4%
4
GPT-5.4OpenAI
1,528
62% of active accounts
6.8T$3.7M
  • Codex CLI88%
  • OpenCode6.0%
  • OpenClaw2.2%
5
Claude Opus 4.6Anthropic
1,414
58% of active accounts
2.6T$4.4M
  • Claude Code78%
  • OpenCode14%
  • OpenClaw3.6%
6
GPT-5.3 CodexOpenAI
1,334
54% of active accounts
1.7T$594.7K
  • Codex CLI85%
  • OpenCode11%
  • OpenClaw1.5%
7
GPT-5.6 SolOpenAI
1,260
51% of active accounts
19.6T$13.1M
  • Codex CLI86%
  • Pi3.5%
  • Oh My Pi2.8%
8
Claude Opus 4.8Anthropic
1,256
51% of active accounts
5.7T$5M
  • Claude Code87%
  • OpenCode5.1%
  • Gajae Code2.9%
9
GPT-5.6 TerraOpenAI
1,105
45% of active accounts
1.5T$3.7M
  • Codex CLI71%
  • Gajae Code7.8%
  • Oh My Pi5.3%
10
GPT-5.6 LunaOpenAI
1,078
44% of active accounts
2.8T$104.5K
  • Codex CLI74%
  • Oh My Pi7.0%
  • Gajae Code6.5%
11
Claude Sonnet 5Anthropic
1,055
43% of active accounts
2.7T$790.2K
  • Claude Code89%
  • Pi3.5%
  • Oh My Pi2.7%
12
Claude Opus 5Anthropic
1,049
43% of active accounts
9.9T$7.6M
  • Claude Code88%
  • OpenCode2.7%
  • Pi2.1%
13
Claude Opus 4.7Anthropic
1,041
42% of active accounts
3.5T$7.2M
  • Claude Code87%
  • OpenCode7.2%
  • OpenClaw3.5%
14
GPT-5.4 MiniOpenAI
1,039
42% of active accounts
200.3B$232.9K
  • Codex CLI74%
  • OpenCode18%
  • OpenClaw2.7%
15
Claude Fable 5Anthropic
1,019
41% of active accounts
3.2T$5.3M
  • Claude Code87%
  • OpenCode3.5%
  • Pi2.5%
16
Claude Sonnet 4.5Anthropic
1,011
41% of active accounts
337.5B$261K
  • Pi43%
  • Claude Code42%
  • OpenCode12%
17
Codex Auto ReviewOpenAI
975
40% of active accounts
440.8B$17.9K
  • Codex CLI94%
  • Gajae Code5.5%
  • Pi0.3%
18
GPT-5.2 CodexOpenAI
967
39% of active accounts
523.2B$196.4K
  • Codex CLI92%
  • OpenCode6.6%
  • Cursor0.8%
19
Gemini 3 Flash PreviewGoogle
956
39% of active accounts
126.6B$23.6K
  • Pi36%
  • Gemini CLI34%
  • OpenCode15%
20
GPT-6 AstraOpenAI
935
38% of active accounts
4.5T$7.5M
  • Codex CLI83%
  • Senpi (OmO Native)4.3%
  • Oh My Pi3.3%
21
Claude Opus 4.5Anthropic
876
36% of active accounts
684.1B$1M
  • Claude Code62%
  • OpenCode27%
  • Pi5.7%
22
Claude Opus 5.5Anthropic
855
35% of active accounts
22.7T$9M
  • Claude Code83%
  • Senpi (OmO Native)7.0%
  • Oh My Pi3.4%
23
GPT-6.1 SolOpenAI
769
31% of active accounts
5.5T$1.4M
  • Codex CLI80%
  • Claude Code4.6%
  • Oh My Pi4.1%
24
B
Big PickleLab unknown
742
30% of active accounts
37.5B$5.2K
  • OpenCode90%
  • Oh My Pi5.7%
  • Pi2.3%
25
GPT-5.2OpenAI
741
30% of active accounts
288.7B$104.4K
  • Codex CLI84%
  • OpenCode11%
  • OpenClaw3.5%
26
Gemini 3 Pro PreviewGoogle
676
28% of active accounts
38.8B$30.2K
  • Gemini CLI57%
  • OpenCode26%
  • OpenClaw8.1%
27
Claude Fable 5.1Anthropic
670
27% of active accounts
2.1T$2.6M
  • Claude Code76%
  • Senpi (OmO Native)9.0%
  • Pi4.7%
28
Claude Sonnet 5.5Anthropic
660
27% of active accounts
1.7T$365K
  • Claude Code79%
  • Oh My Pi13%
  • Pi2.5%
29
GPT-5.3 Codex SparkOpenAI
647
26% of active accounts
205.3B$124.8K
  • Codex CLI86%
  • OpenCode7.4%
  • Pi2.7%
30
GPT-6 LunaOpenAI
640
26% of active accounts
1.7T$29.6K
  • Codex CLI85%
  • Junie6.6%
  • Oh My Pi3.1%
31
GPT-6 SolOpenAI
637
26% of active accounts
800.6B$230.5K
  • Codex CLI83%
  • Pi5.1%
  • Senpi (OmO Native)4.8%
32
DeepSeek V4 FlashDeepSeek
621
25% of active accounts
747.8B$239.6M
  • Pi31%
  • OpenCode29%
  • Oh My Pi10.0%
33
DeepSeek V4 ProDeepSeek
614
25% of active accounts
220B$87.4K
  • OpenCode29%
  • Claude Code26%
  • Pi21%
34
Gemini 3.1 Pro PreviewGoogle
612
25% of active accounts
93.7B$65.2K
  • Pi78%
  • OpenCode11%
  • Gemini CLI8.4%
35
Gemini 2.5 ProGoogle
607
25% of active accounts
9.7B$6.6K
  • Gemini CLI89%
  • Cursor7.6%
  • OpenCode1.8%
36
Gemini 2.5 FlashGoogle
590
24% of active accounts
7.9B$2K
  • Gemini CLI77%
  • OpenClaw7.7%
  • Codex CLI5.3%
37
GLM-5.2Z.ai
549
22% of active accounts
310B$882.8K
  • OpenCode23%
  • Claude Code21%
  • ZCode17%
38
Claude Haiku 5.5Anthropic
517
21% of active accounts
252.6B$16.2K
  • Claude Code87%
  • Oh My Pi11%
  • Senpi (OmO Native)1.0%
39
GPT-5 CodexOpenAI
497
20% of active accounts
439.6B$130.7K
  • Codex CLI99%
  • Cursor0.8%
  • OpenCode0.4%
40
GPT-5.1 Codex MaxOpenAI
495
20% of active accounts
194.8B$57K
  • Codex CLI98%
  • Cursor1.3%
  • OpenCode0.7%
41
GPT-5.1 Codex MiniOpenAI
463
19% of active accounts
27B$2K
  • Codex CLI82%
  • OpenCode17%
  • Cursor0.7%
42
MiniMax M2.5 FreeMiniMax
442
18% of active accounts
19.9B$699
  • OpenCode92%
  • Kilo5.8%
  • OpenClaw1.0%
43
GLM-5.1Z.ai
430
18% of active accounts
152.7B$139.2K
  • OpenCode48%
  • Claude Code34%
  • Pi9.1%
44
GLM-5.3 FlashZ.ai
403
16% of active accounts
580.3B$19.7K
  • Oh My Pi30%
  • ZCode19%
  • Hermes Agent18%
45
Kimi K3Moonshot AI
369
15% of active accounts
81.6B$37.8K
  • Claude Code29%
  • OpenCode19%
  • Pi15%
46
DeepSeek V4 Flash FreeDeepSeek
364
15% of active accounts
59.7B$199
  • OpenCode73%
  • Pi15%
  • Oh My Pi5.0%
47
GLM-5.3Z.ai
357
15% of active accounts
411.5B$102.9K
  • Claude Code28%
  • ZCode18%
  • Oh My Pi14%
48
GLM-4.7Z.ai
353
14% of active accounts
94.3B$21.5K
  • OpenCode48%
  • Claude Code42%
  • Kilo5.0%
49
DeepSeek V4.1 FlashDeepSeek
339
14% of active accounts
1.3T$3.5M
  • OpenCode27%
  • Oh My Pi24%
  • Senpi (OmO Native)9.1%
50
Kimi K2.6Moonshot AI
335
14% of active accounts
53.4B$1.5M
  • OpenCode72%
  • Hermes Agent8.6%
  • Pi7.5%
  1. 1Claude Haiku 4.51,805active usersAnthropicAdoption73% of active accounts644.3B tokens · $131.9K est. costTop agents: Claude Code 91%, OpenCode 7.6%, OpenClaw 0.5%
  2. 2GPT-5.51,585active usersOpenAIAdoption65% of active accounts10.2T tokens · $22.3M est. costTop agents: Codex CLI 89%, OpenCode 3.7%, Pi 2.1%
  3. 3Claude Sonnet 4.61,564active usersAnthropicAdoption64% of active accounts904.8B tokens · $579.1K est. costTop agents: Claude Code 71%, OpenCode 16%, Pi 7.4%
  4. 4GPT-5.41,528active usersOpenAIAdoption62% of active accounts6.8T tokens · $3.7M est. costTop agents: Codex CLI 88%, OpenCode 6.0%, OpenClaw 2.2%
  5. 5Claude Opus 4.61,414active usersAnthropicAdoption58% of active accounts2.6T tokens · $4.4M est. costTop agents: Claude Code 78%, OpenCode 14%, OpenClaw 3.6%
  6. 6GPT-5.3 Codex1,334active usersOpenAIAdoption54% of active accounts1.7T tokens · $594.7K est. costTop agents: Codex CLI 85%, OpenCode 11%, OpenClaw 1.5%
  7. 7GPT-5.6 Sol1,260active usersOpenAIAdoption51% of active accounts19.6T tokens · $13.1M est. costTop agents: Codex CLI 86%, Pi 3.5%, Oh My Pi 2.8%
  8. 8Claude Opus 4.81,256active usersAnthropicAdoption51% of active accounts5.7T tokens · $5M est. costTop agents: Claude Code 87%, OpenCode 5.1%, Gajae Code 2.9%
  9. 9GPT-5.6 Terra1,105active usersOpenAIAdoption45% of active accounts1.5T tokens · $3.7M est. costTop agents: Codex CLI 71%, Gajae Code 7.8%, Oh My Pi 5.3%
  10. 10GPT-5.6 Luna1,078active usersOpenAIAdoption44% of active accounts2.8T tokens · $104.5K est. costTop agents: Codex CLI 74%, Oh My Pi 7.0%, Gajae Code 6.5%
  11. 11Claude Sonnet 51,055active usersAnthropicAdoption43% of active accounts2.7T tokens · $790.2K est. costTop agents: Claude Code 89%, Pi 3.5%, Oh My Pi 2.7%
  12. 12Claude Opus 51,049active usersAnthropicAdoption43% of active accounts9.9T tokens · $7.6M est. costTop agents: Claude Code 88%, OpenCode 2.7%, Pi 2.1%
  13. 13Claude Opus 4.71,041active usersAnthropicAdoption42% of active accounts3.5T tokens · $7.2M est. costTop agents: Claude Code 87%, OpenCode 7.2%, OpenClaw 3.5%
  14. 14GPT-5.4 Mini1,039active usersOpenAIAdoption42% of active accounts200.3B tokens · $232.9K est. costTop agents: Codex CLI 74%, OpenCode 18%, OpenClaw 2.7%
  15. 15Claude Fable 51,019active usersAnthropicAdoption41% of active accounts3.2T tokens · $5.3M est. costTop agents: Claude Code 87%, OpenCode 3.5%, Pi 2.5%
  16. 16Claude Sonnet 4.51,011active usersAnthropicAdoption41% of active accounts337.5B tokens · $261K est. costTop agents: Pi 43%, Claude Code 42%, OpenCode 12%
  17. 17Codex Auto Review975active usersOpenAIAdoption40% of active accounts440.8B tokens · $17.9K est. costTop agents: Codex CLI 94%, Gajae Code 5.5%, Pi 0.3%
  18. 18GPT-5.2 Codex967active usersOpenAIAdoption39% of active accounts523.2B tokens · $196.4K est. costTop agents: Codex CLI 92%, OpenCode 6.6%, Cursor 0.8%
  19. 19Gemini 3 Flash Preview956active usersGoogleAdoption39% of active accounts126.6B tokens · $23.6K est. costTop agents: Pi 36%, Gemini CLI 34%, OpenCode 15%
  20. 20GPT-6 Astra935active usersOpenAIAdoption38% of active accounts4.5T tokens · $7.5M est. costTop agents: Codex CLI 83%, Senpi (OmO Native) 4.3%, Oh My Pi 3.3%
  21. 21Claude Opus 4.5876active usersAnthropicAdoption36% of active accounts684.1B tokens · $1M est. costTop agents: Claude Code 62%, OpenCode 27%, Pi 5.7%
  22. 22Claude Opus 5.5855active usersAnthropicAdoption35% of active accounts22.7T tokens · $9M est. costTop agents: Claude Code 83%, Senpi (OmO Native) 7.0%, Oh My Pi 3.4%
  23. 23GPT-6.1 Sol769active usersOpenAIAdoption31% of active accounts5.5T tokens · $1.4M est. costTop agents: Codex CLI 80%, Claude Code 4.6%, Oh My Pi 4.1%
  24. 24BBig Pickle742active usersLab unknownAdoption30% of active accounts37.5B tokens · $5.2K est. costTop agents: OpenCode 90%, Oh My Pi 5.7%, Pi 2.3%
  25. 25GPT-5.2741active usersOpenAIAdoption30% of active accounts288.7B tokens · $104.4K est. costTop agents: Codex CLI 84%, OpenCode 11%, OpenClaw 3.5%
  26. 26Gemini 3 Pro Preview676active usersGoogleAdoption28% of active accounts38.8B tokens · $30.2K est. costTop agents: Gemini CLI 57%, OpenCode 26%, OpenClaw 8.1%
  27. 27Claude Fable 5.1670active usersAnthropicAdoption27% of active accounts2.1T tokens · $2.6M est. costTop agents: Claude Code 76%, Senpi (OmO Native) 9.0%, Pi 4.7%
  28. 28Claude Sonnet 5.5660active usersAnthropicAdoption27% of active accounts1.7T tokens · $365K est. costTop agents: Claude Code 79%, Oh My Pi 13%, Pi 2.5%
  29. 29GPT-5.3 Codex Spark647active usersOpenAIAdoption26% of active accounts205.3B tokens · $124.8K est. costTop agents: Codex CLI 86%, OpenCode 7.4%, Pi 2.7%
  30. 30GPT-6 Luna640active usersOpenAIAdoption26% of active accounts1.7T tokens · $29.6K est. costTop agents: Codex CLI 85%, Junie 6.6%, Oh My Pi 3.1%
  31. 31GPT-6 Sol637active usersOpenAIAdoption26% of active accounts800.6B tokens · $230.5K est. costTop agents: Codex CLI 83%, Pi 5.1%, Senpi (OmO Native) 4.8%
  32. 32DeepSeek V4 Flash621active usersDeepSeekAdoption25% of active accounts747.8B tokens · $239.6M est. costTop agents: Pi 31%, OpenCode 29%, Oh My Pi 10.0%
  33. 33DeepSeek V4 Pro614active usersDeepSeekAdoption25% of active accounts220B tokens · $87.4K est. costTop agents: OpenCode 29%, Claude Code 26%, Pi 21%
  34. 34Gemini 3.1 Pro Preview612active usersGoogleAdoption25% of active accounts93.7B tokens · $65.2K est. costTop agents: Pi 78%, OpenCode 11%, Gemini CLI 8.4%
  35. 35Gemini 2.5 Pro607active usersGoogleAdoption25% of active accounts9.7B tokens · $6.6K est. costTop agents: Gemini CLI 89%, Cursor 7.6%, OpenCode 1.8%
  36. 36Gemini 2.5 Flash590active usersGoogleAdoption24% of active accounts7.9B tokens · $2K est. costTop agents: Gemini CLI 77%, OpenClaw 7.7%, Codex CLI 5.3%
  37. 37GLM-5.2549active usersZ.aiAdoption22% of active accounts310B tokens · $882.8K est. costTop agents: OpenCode 23%, Claude Code 21%, ZCode 17%
  38. 38Claude Haiku 5.5517active usersAnthropicAdoption21% of active accounts252.6B tokens · $16.2K est. costTop agents: Claude Code 87%, Oh My Pi 11%, Senpi (OmO Native) 1.0%
  39. 39GPT-5 Codex497active usersOpenAIAdoption20% of active accounts439.6B tokens · $130.7K est. costTop agents: Codex CLI 99%, Cursor 0.8%, OpenCode 0.4%
  40. 40GPT-5.1 Codex Max495active usersOpenAIAdoption20% of active accounts194.8B tokens · $57K est. costTop agents: Codex CLI 98%, Cursor 1.3%, OpenCode 0.7%
  41. 41GPT-5.1 Codex Mini463active usersOpenAIAdoption19% of active accounts27B tokens · $2K est. costTop agents: Codex CLI 82%, OpenCode 17%, Cursor 0.7%
  42. 42MiniMax M2.5 Free442active usersMiniMaxAdoption18% of active accounts19.9B tokens · $699 est. costTop agents: OpenCode 92%, Kilo 5.8%, OpenClaw 1.0%
  43. 43GLM-5.1430active usersZ.aiAdoption18% of active accounts152.7B tokens · $139.2K est. costTop agents: OpenCode 48%, Claude Code 34%, Pi 9.1%
  44. 44GLM-5.3 Flash403active usersZ.aiAdoption16% of active accounts580.3B tokens · $19.7K est. costTop agents: Oh My Pi 30%, ZCode 19%, Hermes Agent 18%
  45. 45Kimi K3369active usersMoonshot AIAdoption15% of active accounts81.6B tokens · $37.8K est. costTop agents: Claude Code 29%, OpenCode 19%, Pi 15%
  46. 46DeepSeek V4 Flash Free364active usersDeepSeekAdoption15% of active accounts59.7B tokens · $199 est. costTop agents: OpenCode 73%, Pi 15%, Oh My Pi 5.0%
  47. 47GLM-5.3357active usersZ.aiAdoption15% of active accounts411.5B tokens · $102.9K est. costTop agents: Claude Code 28%, ZCode 18%, Oh My Pi 14%
  48. 48GLM-4.7353active usersZ.aiAdoption14% of active accounts94.3B tokens · $21.5K est. costTop agents: OpenCode 48%, Claude Code 42%, Kilo 5.0%
  49. 49DeepSeek V4.1 Flash339active usersDeepSeekAdoption14% of active accounts1.3T tokens · $3.5M est. costTop agents: OpenCode 27%, Oh My Pi 24%, Senpi (OmO Native) 9.1%
  50. 50Kimi K2.6335active usersMoonshot AIAdoption14% of active accounts53.4B tokens · $1.5M est. costTop agents: OpenCode 72%, Hermes Agent 8.6%, Pi 7.5%

Adoption is the share of the 2,457 accounts active in this period that used the model. One account can use several models, so the shares above add up to 1662%, not 100%. Top agent percentages are each agent's share of the model's tokens. Cost is estimated from public list prices. Methodology

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