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
DeepSeek V4 Pro
deepseek-v4-pro
deepseek
↑ 1777.0%
View →
02
DeepSeek V4 Flash
deepseek-v4-flash
deepseek
↑ 127.0%
View →
03
Qwen 3.6 Plus
qwen3.6-plus
aliyun-dashscope
· 0.0%
View →
04
GLM 4.7 Flash
glm-4.7-flash
bigmodel
↑ 895.0%
View →
05
GPT-5.5
gpt-5.5
openai
· 0.0%
View →
06
Claude Opus 4.7
claude-opus-4-7
anthropic
↓ 9.0%
View →
07
Claude Opus 4.6
claude-opus-4-6
anthropic
· 0.0%
View →
08
Claude Haiku 4.5
claude-haiku-4-5
anthropic
↑ 71.0%
View →
09
GLM 5.1
glm-5.1
bigmodel
· 0.0%
View →
10
GLM 5 Turbo
glm-5-turbo
bigmodel
· 0.0%
View →

Market Share

Provider share across routed token usage.
deepseekTop model: DeepSeek V4 Pro57.0%
aliyun-dashscopeTop model: Qwen 3.6 Plus33.5%
bigmodelTop model: GLM 4.7 Flash9.0%
openaiTop model: GPT-5.50.4%
anthropicTop model: —0.1%
minimax-officialTop model: MiniMax M2.7 HighSpeed0.0%
xiaomimimoTop model: MiMo V2 Omni0.0%
google-geminiTop model: —0.0%
zaiTop model: —0.0%

Benchmarks

Intelligence Index

Intelligence

Composite benchmark index

01Claude Opus 4.6anthropic96.8
02Claude Sonnet 4.6anthropic94.5
03MiniMax M2.7minimax-official92.3
04MiniMax M2.5minimax-official89.7
05Claude Haiku 4.5anthropic87.2
06Seed 2.0 LiteUnknown85.1
07MiniMax M2.7 Highspeedminimax-official84.6
08MiniMax M2.5 Highspeedminimax-official83.9

Coding

Agentic coding score

01Claude Sonnet 4.6anthropic94.1
02Claude Opus 4.6anthropic93.5
03MiniMax M2.7minimax-official88.6
04MiniMax M2.5minimax-official85.4
05Claude Haiku 4.5anthropic82.3
06Seed 2.0 LiteUnknown78.9

Math

Mathematical reasoning

01Claude Opus 4.6anthropic97.3
02MiniMax M2.7minimax-official94.8
03Claude Sonnet 4.6anthropic93.6
04MiniMax M2.5minimax-official90.2
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 M2.7minimax-official91.5
04MiniMax M2.5minimax-official88.3
05Claude Haiku 4.5anthropic86.7
06Seed 2.0 LiteUnknown84.2

Fastest Models

Highest Throughput
ModelHighest ThroughputLowest LatencyTime to First Token
MiniMax M2.7 Highspeed
minimax-official
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
minimax-official
178.3 t/s2350 ms560 ms
MiniMax M2.5
minimax-official
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
minimax-official· 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
minimax-official· 178.3 t/s· 2350 ms
MiniMax M2.5
minimax-official· 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
DeepSeek V4 Pro
deepseek-v4-pro
deepseek
↑ 1777.0%
View →
02
DeepSeek V4 Flash
deepseek-v4-flash
deepseek
↑ 127.0%
View →
03
Qwen 3.6 Plus
qwen3.6-plus
aliyun-dashscope
· 0.0%
View →
04
GLM 4.7 Flash
glm-4.7-flash
bigmodel
↑ 895.0%
View →
05
GPT-5.5
gpt-5.5
openai
· 0.0%
View →
06
Claude Opus 4.7
claude-opus-4-7
anthropic
↓ 9.0%
View →
07
Claude Opus 4.6
claude-opus-4-6
anthropic
· 0.0%
View →
08
Claude Haiku 4.5
claude-haiku-4-5
anthropic
↑ 71.0%
View →
09
GLM 5.1
glm-5.1
bigmodel
· 0.0%
View →
10
GLM 5 Turbo
glm-5-turbo
bigmodel
· 0.0%
View →