DeepInfra vs Google Vertex: 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

GVGoogle Vertex

1.43× typical advantage

10 exact models with complete recent speed data

Lowest token cost

DDeepInfra

$0.3237 / 1M

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

Most models available

DDeepInfra

87 models

Complete catalog coverage across all indexed modalities

Shared-model benchmark summary

Model	DeepInfra	Google Vertex
G Gemma 4 26B A4BWinner · DeepInfra google/gemma-4-26b-a4b-it	DeepInfra Blended price $0.16 / 1M 500-token response 22.23 s Response starts 0.49 s Output speed 23.0 tok/s Route uptime 99.62% Context 262.1K Route deepinfra/fp8	Google Vertex Blended price $0.3 / 1M 500-token response 24.23 s Response starts 0.42 s Output speed 21.0 tok/s Route uptime 97.94% Context 262.1K Route google-vertex/global
ZA GLM 4.7Winner · Google Vertex z-ai/glm-4.7	DeepInfra Blended price $0.85 / 1M 500-token response 13.65 s Response starts 0.83 s Output speed 39.0 tok/s Route uptime 99.92% Context 202.8K Route deepinfra/fp4	Google Vertex Blended price $1.1333 / 1M 500-token response 4.55 s Response starts 0.45 s Output speed 122.0 tok/s Route uptime 99.97% Context 200K Route google-vertex
D DeepSeek V3.2 deepseek/deepseek-v3.2	DeepInfra Blended price $0.3 / 1M 500-token response 42.39 s Response starts 0.73 s Output speed 12.0 tok/s Route uptime 83.26% Context 163.8K Route deepinfra/fp4	Google Vertex Blended price $0.9333 / 1M 500-token response N/a Response starts N/a Output speed N/a Route uptime N/a Context 163.8K Route google-vertex
Q Qwen3 Next 80B A3B InstructWinner · Google Vertex qwen/qwen3-next-80b-a3b-instruct	DeepInfra Blended price $0.4267 / 1M 500-token response 12.34 s Response starts 0.71 s Output speed 43.0 tok/s Route uptime 91.50% Context 262.1K Route deepinfra/fp8	Google Vertex Blended price $0.5 / 1M 500-token response 3.71 s Response starts 0.58 s Output speed 160.0 tok/s Route uptime 100.00% Context 262.1K Route google-vertex/global
D DeepSeek V3.1Winner · Google Vertex deepseek/deepseek-chat-v3.1	DeepInfra Blended price $0.4833 / 1M 500-token response 42.51 s Response starts 0.85 s Output speed 12.0 tok/s Route uptime 99.78% Context 163.8K Route deepinfra/fp4	Google Vertex Blended price $0.9667 / 1M 500-token response 6.51 s Response starts 1.19 s Output speed 94.0 tok/s Route uptime 99.89% Context 163.8K Route google-vertex/us-west2
O gpt-oss-120bWinner · DeepInfra openai/gpt-oss-120b	DeepInfra Blended price $0.0813 / 1M 500-token response 12.10 s Response starts 0.47 s Output speed 43.0 tok/s Route uptime 94.64% Context 131.1K Route deepinfra/bf16	Google Vertex Blended price $0.18 / 1M 500-token response 6.83 s Response starts 0.42 s Output speed 78.0 tok/s Route uptime 95.91% Context 131.1K Route google-vertex/global
O gpt-oss-20b openai/gpt-oss-20b	DeepInfra Blended price $0.0667 / 1M 500-token response 5.15 s Response starts 0.35 s Output speed 104.0 tok/s Route uptime 99.78% Context 131.1K Route deepinfra/bf16	Google Vertex Blended price $0.13 / 1M 500-token response N/a Response starts N/a Output speed N/a Route uptime N/a Context 131.1K Route google-vertex/us-central1
Q Qwen3 Coder 480B A35BWinner · DeepInfra qwen/qwen3-coder	DeepInfra Blended price $0.5333 / 1M 500-token response 7.51 s Response starts 0.36 s Output speed 70.0 tok/s Route uptime 99.84% Context 262.1K Route deepinfra/turbo	Google Vertex Blended price $0.7467 / 1M 500-token response 91.58 s Response starts 14.66 s Output speed 6.5 tok/s Route uptime N/a Context 262.1K Route google-vertex/us-south1
Q Qwen3 235B A22B Instruct 2507Winner · DeepInfra qwen/qwen3-235b-a22b-2507	DeepInfra Blended price $0.2433 / 1M 500-token response 26.72 s Response starts 0.40 s Output speed 19.0 tok/s Route uptime 98.78% Context 262.1K Route deepinfra/fp8	Google Vertex Blended price $0.44 / 1M 500-token response 26.28 s Response starts 0.63 s Output speed 19.5 tok/s Route uptime 99.96% Context 262.1K Route google-vertex/us-south1
ML Llama 4 MaverickWinner · DeepInfra meta-llama/llama-4-maverick	DeepInfra Blended price $0.4 / 1M 500-token response 13.13 s Response starts 0.31 s Output speed 39.0 tok/s Route uptime 99.97% Context 1M Route deepinfra/base	Google Vertex Blended price $0.6167 / 1M 500-token response 11.96 s Response starts 0.85 s Output speed 45.0 tok/s Route uptime 100.00% Context 524.3K Route google-vertex/us-east5
ML Llama 4 ScoutWinner · DeepInfra meta-llama/llama-4-scout	DeepInfra Blended price $0.1667 / 1M 500-token response 38.82 s Response starts 0.36 s Output speed 13.0 tok/s Route uptime 99.87% Context 327.7K Route deepinfra/fp8	Google Vertex Blended price $0.4 / 1M 500-token response 71.91 s Response starts 0.48 s Output speed 7.0 tok/s Route uptime 100.00% Context 1.3M Route google-vertex/us-east5
ML Llama 3.3 70B InstructWinner · Google Vertex meta-llama/llama-3.3-70b-instruct	DeepInfra Blended price $0.1733 / 1M 500-token response 31.59 s Response starts 0.34 s Output speed 16.0 tok/s Route uptime 98.39% Context 131.1K Route deepinfra/turbo	Google Vertex Blended price $0.72 / 1M 500-token response 6.50 s Response starts 0.25 s Output speed 80.0 tok/s Route uptime 100.00% Context 128K Route google-vertex

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.