Chutes vs Inceptron: LLM provider comparison

At a glance

Metric winners

There is no overall score. Each winner answers one specific question using only directly comparable data.

Fastest on shared models

CChutes

1.44× typical advantage

3 exact models with complete recent speed data

Lowest token cost

IInceptron

$1.19 / 1M

3 exact models using a 1K-input/500-output mix

Most models available

CChutes

9 models

Complete catalog coverage across all indexed modalities

Shared-model benchmark summary

Metric	CChutes☆☆☆☆☆(0)	IInceptron☆☆☆☆☆(0)
Speed	Chutes15.00 s	Inceptron21.58 s
TTFT	Chutes1.92 s	Inceptron0.75 s
TPS	Chutes37.0 tok/s	Inceptron24.0 tok/s
Uptime	Chutes98.29%	Inceptron99.18%
Blended	Chutes$1.5022 / 1M	Inceptron$1.19 / 1M

Model	CChutes☆☆☆☆☆(0)	IInceptron☆☆☆☆☆(0)
ZA GLM 5.2Winner · Inceptron	Chutes Speed— Best comparable value 13.03 s TTFT— Worst comparable value 1.92 s TPS— Best comparable value 45.0 tok/s Uptime N/a Context 1M Route chutes/fp4 Blended— Worst comparable value $2.4 / 1M	Inceptron Speed— Worst comparable value 18.40 s TTFT— Best comparable value 0.55 s TPS— Worst comparable value 28.0 tok/s Uptime 95.44% Context 1M Route inceptron/fp4 Blended— Best comparable value $1.5933 / 1M
M Kimi K2.6Winner · Chutes	Chutes Speed— Best comparable value 18.91 s TTFT— Best comparable value 2.24 s TPS— Best comparable value 30.0 tok/s Uptime— Worst comparable value 96.59% Context 262.1K Route chutes/int4 Blended— Worst comparable value $1.6067 / 1M	Inceptron Speed— Worst comparable value 30.60 s TTFT— Worst comparable value 2.82 s TPS— Worst comparable value 18.0 tok/s Uptime— Best comparable value 98.39% Context 262.1K Route inceptron/int4 Blended— Best comparable value $1.5767 / 1M
M MiniMax M2.5Winner · Chutes	Chutes Speed— Best comparable value 15.00 s TTFT— Worst comparable value 1.49 s TPS— Best comparable value 37.0 tok/s Uptime— Best comparable value 100.00% Context 196.6K Route chutes/fp8 Blended— Worst comparable value $0.5 / 1M	Inceptron Speed— Worst comparable value 21.58 s TTFT— Best comparable value 0.75 s TPS— Worst comparable value 24.0 tok/s Uptime— Worst comparable value 99.96% Context 196.6K Route inceptron/fp8 Blended— Best comparable value $0.4 / 1M

A per-model winner combines blended price and estimated 500-token response time with equal proportional weight. Ties and rows missing either measurement receive no badge. Comparison data calculated Jul 18, 2026, 11:20 PM UTC. Values use one deterministic route per provider and model; missing measurements remain visible as N/a.