AkashML vs Parasail: 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

PParasail

1.36× typical advantage

5 exact models with complete recent speed data

Lowest token cost

AAkashML

$0.7187 / 1M

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

Most models available

PParasail

35 models

Complete catalog coverage across all indexed modalities

Shared-model benchmark summary

Model	AkashML	Parasail
ZA GLM 5.2Winner · Parasail z-ai/glm-5.2	AkashML Blended price $2.3333 / 1M 500-token response 16.05 s Response starts 1.34 s Output speed 34.0 tok/s Route uptime 97.94% Context 131.1K Route akashml/fp8	Parasail Blended price $2.4 / 1M 500-token response 8.10 s Response starts 0.96 s Output speed 70.0 tok/s Route uptime 98.80% Context 262.1K Route parasail/fp4
Q Qwen3.6 35B A3BWinner · Parasail qwen/qwen3.6-35b-a3b	AkashML Blended price $0.4267 / 1M 500-token response 6.18 s Response starts 0.56 s Output speed 89.0 tok/s Route uptime 98.13% Context 262.1K Route akashml/fp8	Parasail Blended price $0.4333 / 1M 500-token response 5.72 s Response starts 0.45 s Output speed 95.0 tok/s Route uptime 99.89% Context 262.1K Route parasail/fp8
D DeepSeek V4 FlashWinner · Parasail deepseek/deepseek-v4-flash	AkashML Blended price $0.1867 / 1M 500-token response 51.28 s Response starts 1.28 s Output speed 10.0 tok/s Route uptime 99.38% Context 131.1K Route akashml/fp8	Parasail Blended price $0.1867 / 1M 500-token response 13.46 s Response starts 0.64 s Output speed 39.0 tok/s Route uptime 98.69% Context 1M Route parasail/fp8
Q Qwen3.5-35B-A3BWinner · AkashML qwen/qwen3.5-35b-a3b	AkashML Blended price $0.4267 / 1M 500-token response 9.34 s Response starts 1.14 s Output speed 61.0 tok/s Route uptime 100.00% Context 262.1K Route akashml/fp8	Parasail Blended price $0.4333 / 1M 500-token response 11.69 s Response starts 0.82 s Output speed 46.0 tok/s Route uptime 100.00% Context 262.1K Route parasail/fp8
ML Llama 3.3 70B InstructWinner · AkashML meta-llama/llama-3.3-70b-instruct	AkashML Blended price $0.22 / 1M 500-token response 15.12 s Response starts 0.42 s Output speed 34.0 tok/s Route uptime 99.15% Context 131.1K Route akashml/fp8	Parasail Blended price $0.3133 / 1M 500-token response 11.10 s Response starts 0.46 s Output speed 47.0 tok/s Route uptime 99.56% Context 131.1K Route parasail/fp8

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 16, 2026, 8:19 AM UTC. Values use one deterministic route per provider and model; missing measurements remain visible as N/a.