Nebius 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

1.38× typical advantage

6 exact models with complete recent speed data

Lowest token cost

NNebius

$0.6394 / 1M

6 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	Nebius	Parasail
ZA GLM 5.1Winner · Parasail z-ai/glm-5.1	Nebius Blended price $2.4 / 1M 500-token response 28.52 s Response starts 0.74 s Output speed 18.0 tok/s Route uptime 67.68% Context 202.8K Route nebius/fp8	Parasail Blended price $2.4 / 1M 500-token response 8.43 s Response starts 2.18 s Output speed 80.0 tok/s Route uptime 85.33% Context 202.8K Route parasail/fp8
O gpt-oss-120bWinner · Nebius openai/gpt-oss-120b	Nebius Blended price $0.3 / 1M 500-token response 6.62 s Response starts 0.67 s Output speed 84.0 tok/s Route uptime 97.33% Context 131.1K Route nebius/fp4	Parasail Blended price $0.3167 / 1M 500-token response 9.13 s Response starts 0.51 s Output speed 58.0 tok/s Route uptime 92.57% Context 131.1K Route parasail/fp4
Q Qwen3 235B A22B Instruct 2507Winner · Nebius qwen/qwen3-235b-a22b-2507	Nebius Blended price $0.3333 / 1M 500-token response 13.68 s Response starts 0.52 s Output speed 38.0 tok/s Route uptime 98.77% Context 262.1K Route nebius/fp8	Parasail Blended price $0.36 / 1M 500-token response 16.05 s Response starts 0.42 s Output speed 32.0 tok/s Route uptime 99.90% Context 131.1K Route parasail/fp8
G Gemma 3 27BWinner · Parasail google/gemma-3-27b-it	Nebius Blended price $0.1667 / 1M 500-token response 28.44 s Response starts 0.66 s Output speed 18.0 tok/s Route uptime 93.99% Context 110K Route nebius/fp8	Parasail Blended price $0.2033 / 1M 500-token response 16.21 s Response starts 0.58 s Output speed 32.0 tok/s Route uptime 99.99% Context 131.1K Route parasail/fp8
Q Qwen2.5 VL 72B InstructWinner · Nebius qwen/qwen2.5-vl-72b-instruct	Nebius Blended price $0.4167 / 1M 500-token response 250.84 s Response starts 0.84 s Output speed 2.0 tok/s Route uptime 95.77% Context 32K Route nebius/fp8	Parasail Blended price $0.8667 / 1M 500-token response 250.88 s Response starts 0.88 s Output speed 2.0 tok/s Route uptime 99.98% Context 128K Route parasail/fp8
ML Llama 3.3 70B InstructWinner · Parasail meta-llama/llama-3.3-70b-instruct	Nebius Blended price $0.22 / 1M 500-token response 21.28 s Response starts 0.45 s Output speed 24.0 tok/s Route uptime 97.93% Context 131.1K Route nebius/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.