AllToken/Model Rankings·7 Days

Decisions, quantified.

Top models ranked by request volume and token usage

Model Leaderboard

Ranked by routed token usage in the last 7 Days.
01
Qwen 3.6 Plus
qwen3.6-plus
aliyun-dashscope
↑ 950040.0%
View →
02
DeepSeek V4 Pro
deepseek-v4-pro
deepseek
↓ 72.0%
View →
03
GLM 5.1
glm-5.1
tencent-tokenhub
↑ 37370.0%
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04
Claude Sonnet 4.6
claude-sonnet-4-6
anthropic
↑ 149608.0%
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05
DeepSeek V3.2
deepseek-v3.2
deepseek
↑ 97442.0%
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06
DeepSeek V4 Flash
deepseek-v4-flash
deepseek
↓ 94.0%
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07
Claude Opus 4.7
claude-opus-4-7
anthropic
↑ 376.0%
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08
GPT-5.4 Nano
gpt-5.4-nano
openai
↑ 88645.0%
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09
GLM 4.7 Flash
glm-4.7-flash
bigmodel
↓ 98.0%
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10
GPT-5.5
gpt-5.5
openai
↓ 94.0%
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Market Share

Provider share across routed token usage.
aliyun-dashscopeTop model: Qwen 3.6 Plus50.3%
deepseekTop model: DeepSeek V4 Pro33.0%
tencent-tokenhubTop model: GLM 5.111.8%
anthropicTop model: Claude Sonnet 4.64.4%
openaiTop model: GPT-5.4 Nano0.3%
bigmodelTop model: GLM 4.7 Flash0.1%
tencent-tokenhub-sgpTop model: —0.1%
xiaomimimoTop model: MiMo V2 Flash0.0%
minimax-officialTop model: MiniMax M2.5 HighSpeed0.0%
google-geminiTop model: Gemini 3.5 Flash0.0%
zaiTop model: —0.0%
sufyTop model: —0.0%

Benchmarks

Intelligence Index

Intelligence

Composite benchmark index

01Claude Opus 4.6anthropic96.8
02Claude Sonnet 4.6anthropic94.5
03MiniMax M2.7tencent-tokenhub92.3
04MiniMax M2.5tencent-tokenhub89.7
05Claude Haiku 4.5anthropic87.2
06Seed 2.0 LiteUnknown85.1
07MiniMax M2.7 HighspeedUnknown84.6
08MiniMax M2.5 Highspeedminimax-official83.9

Coding

Agentic coding score

01Claude Sonnet 4.6anthropic94.1
02Claude Opus 4.6anthropic93.5
03MiniMax M2.7tencent-tokenhub88.6
04MiniMax M2.5tencent-tokenhub85.4
05Claude Haiku 4.5anthropic82.3
06Seed 2.0 LiteUnknown78.9

Math

Mathematical reasoning

01Claude Opus 4.6anthropic97.3
02MiniMax M2.7tencent-tokenhub94.8
03Claude Sonnet 4.6anthropic93.6
04MiniMax M2.5tencent-tokenhub90.2
05Claude Haiku 4.5anthropic85.5
06Seed 2.0 LiteUnknown82.7

Knowledge

MMLU benchmark score

01Claude Opus 4.6anthropic95.2
02Claude Sonnet 4.6anthropic93.8
03MiniMax M2.7tencent-tokenhub91.5
04MiniMax M2.5tencent-tokenhub88.3
05Claude Haiku 4.5anthropic86.7
06Seed 2.0 LiteUnknown84.2

Fastest Models

Highest Throughput
ModelHighest ThroughputLowest LatencyTime to First Token
MiniMax M2.7 Highspeed
Unknown
312.5 t/s1520 ms350 ms
MiniMax M2.5 Highspeed
minimax-official
298.8 t/s1280 ms320 ms
Claude Haiku 4.5
anthropic
245.6 t/s850 ms180 ms
MiniMax M2.7
tencent-tokenhub
178.3 t/s2350 ms560 ms
MiniMax M2.5
tencent-tokenhub
165.4 t/s1780 ms480 ms
Claude Sonnet 4.6
anthropic
142.8 t/s1450 ms420 ms
Seed 2.0 Lite
Unknown
118.5 t/s3200 ms920 ms
Claude Opus 4.6
anthropic
86.2 t/s2100 ms680 ms
MiniMax M2.7 Highspeed
Unknown· 312.5 t/s· 1520 ms
MiniMax M2.5 Highspeed
minimax-official· 298.8 t/s· 1280 ms
Claude Haiku 4.5
anthropic· 245.6 t/s· 850 ms
MiniMax M2.7
tencent-tokenhub· 178.3 t/s· 2350 ms
MiniMax M2.5
tencent-tokenhub· 165.4 t/s· 1780 ms
Claude Sonnet 4.6
anthropic· 142.8 t/s· 1450 ms
Seed 2.0 Lite
Unknown· 118.5 t/s· 3200 ms
Claude Opus 4.6
anthropic· 86.2 t/s· 2100 ms

Categories

Ranked leaders by use case.
01
Qwen 3.6 Plus
qwen3.6-plus
aliyun-dashscope
↑ 950040.0%
View →
02
DeepSeek V4 Pro
deepseek-v4-pro
deepseek
↓ 72.0%
View →
03
GLM 5.1
glm-5.1
tencent-tokenhub
↑ 37370.0%
View →
04
Claude Sonnet 4.6
claude-sonnet-4-6
anthropic
↑ 149608.0%
View →
05
DeepSeek V3.2
deepseek-v3.2
deepseek
↑ 97442.0%
View →
06
DeepSeek V4 Flash
deepseek-v4-flash
deepseek
↓ 94.0%
View →
07
Claude Opus 4.7
claude-opus-4-7
anthropic
↑ 376.0%
View →
08
GPT-5.4 Nano
gpt-5.4-nano
openai
↑ 88645.0%
View →
09
GLM 4.7 Flash
glm-4.7-flash
bigmodel
↓ 98.0%
View →
10
GPT-5.5
gpt-5.5
openai
↓ 94.0%
View →