Same-model provider benchmark

DeepInfra vs SiliconFlow: LLM provider comparison

Compare DeepInfra and SiliconFlow on 25 exact shared text models. ProviderBench keeps speed, price, and catalog coverage separate so naturally faster model catalogs cannot distort the result.

DeepInfra

87 indexed models

Headquarters: United States
Server regions: N/a
Model types: 67 text, 15 embeddings, 5 speech

SiliconFlow

36 indexed models

Headquarters: Singapore
Server regions: United States
Model types: 35 text, 1 embeddings

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

DeepInfra

1.38× typical advantage

23 exact models with complete recent speed data

Lowest token cost

DeepInfra

$0.7559 / 1M

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

Most models available

DeepInfra

87 models

Complete catalog coverage across all indexed modalities

Shared-model benchmark summary

Metric	DeepInfra	SiliconFlow
Typical 500-token response	18.81 s	29.31 s
Typical response start	0.80 s	1.88 s
Typical output speed	28.5 tok/s	18.5 tok/s
Blended token price	$0.7559 / 1M	$0.8549 / 1M
Typical route uptime	99.65%	97.19%

Visual comparison

Price and performance charts

DeepInfra

SiliconFlow

500-token response by shared model

Estimated seconds using recent median response-start and output-speed data. Lower is better.

DeepInfra has the lower typical same-model response ratio across 23 measured models.

Blended token price by shared model

USD per 1 million tokens using a 1,000-input/500-output mix. Lower is better.

DeepInfra has the lower typical price ratio across 25 priced shared models.

Model	DeepInfra	SiliconFlow
GLM 5.2Winner · SiliconFlow z-ai/glm-5.2	DeepInfra Blended price $1.62 / 1M 500-token response 42.37 s Response starts 0.70 s Output speed 12.0 tok/s Route uptime N/a Context 1M Route deepinfra/fp4	SiliconFlow Blended price $2.232 / 1M 500-token response 20.11 s Response starts 3.44 s Output speed 30.0 tok/s Route uptime 99.96% Context 1M Route siliconflow/fp8
Kimi K2.7 CodeWinner · DeepInfra moonshotai/kimi-k2.7-code	DeepInfra Blended price $1.66 / 1M 500-token response 15.92 s Response starts 0.77 s Output speed 33.0 tok/s Route uptime 100.00% Context 262.1K Route deepinfra/fp4	SiliconFlow Blended price $1.8394 / 1M 500-token response 15.76 s Response starts 1.48 s Output speed 35.0 tok/s Route uptime 97.48% Context 262.1K Route siliconflow/fp8
Qwen3.6 27BWinner · DeepInfra qwen/qwen3.6-27b	DeepInfra Blended price $1.28 / 1M 500-token response 27.04 s Response starts 0.73 s Output speed 19.0 tok/s Route uptime 99.57% Context 262.1K Route deepinfra/fp8	SiliconFlow Blended price $1.2667 / 1M 500-token response 64.25 s Response starts 1.75 s Output speed 8.0 tok/s Route uptime 83.18% Context 262.1K Route siliconflow/fp8
DeepSeek V4 ProWinner · DeepInfra deepseek/deepseek-v4-pro	DeepInfra Blended price $1.7333 / 1M 500-token response 18.19 s Response starts 0.94 s Output speed 29.0 tok/s Route uptime 98.79% Context 1M Route deepinfra/fp4	SiliconFlow Blended price $2.0461 / 1M 500-token response 23.66 s Response starts 1.92 s Output speed 23.0 tok/s Route uptime 95.13% Context 1M Route siliconflow/fp8
DeepSeek V4 FlashWinner · SiliconFlow deepseek/deepseek-v4-flash	DeepInfra Blended price $0.12 / 1M 500-token response 20.36 s Response starts 1.13 s Output speed 26.0 tok/s Route uptime 99.43% Context 1M Route deepinfra/fp4	SiliconFlow Blended price $0.18 / 1M 500-token response 11.49 s Response starts 1.69 s Output speed 51.0 tok/s Route uptime 98.57% Context 1M Route siliconflow/fp8
Kimi K2.6Winner · DeepInfra moonshotai/kimi-k2.6	DeepInfra Blended price $1.6667 / 1M 500-token response 12.84 s Response starts 0.93 s Output speed 42.0 tok/s Route uptime 99.94% Context 262.1K Route deepinfra/fp4	SiliconFlow Blended price $1.6467 / 1M 500-token response 37.63 s Response starts 4.29 s Output speed 15.0 tok/s Route uptime 97.23% Context 262.1K Route siliconflow/fp8
GLM 5.1Winner · SiliconFlow z-ai/glm-5.1	DeepInfra Blended price $1.8667 / 1M 500-token response 18.81 s Response starts 1.57 s Output speed 29.0 tok/s Route uptime 99.92% Context 202.8K Route deepinfra/fp4	SiliconFlow Blended price $2.04 / 1M 500-token response 14.79 s Response starts 2.29 s Output speed 40.0 tok/s Route uptime 62.07% Context 204.8K Route siliconflow/fp8
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	SiliconFlow Blended price $0.2133 / 1M 500-token response 21.58 s Response starts 1.58 s Output speed 25.0 tok/s Route uptime 99.95% Context 262.1K Route siliconflow/fp8
Gemma 4 31BWinner · DeepInfra google/gemma-4-31b-it	DeepInfra Blended price $0.2033 / 1M 500-token response 22.57 s Response starts 0.83 s Output speed 23.0 tok/s Route uptime 99.06% Context 262.1K Route deepinfra/turbo	SiliconFlow Blended price $0.22 / 1M 500-token response 54.85 s Response starts 13.19 s Output speed 12.0 tok/s Route uptime 40.07% Context 262.1K Route siliconflow/fp8
Qwen3.5-9B qwen/qwen3.5-9b	DeepInfra Blended price $0.1167 / 1M 500-token response N/a Response starts N/a Output speed N/a Route uptime N/a Context 262.1K Route deepinfra/bf16	SiliconFlow Blended price $0.1167 / 1M 500-token response 27.64 s Response starts 1.33 s Output speed 19.0 tok/s Route uptime 98.63% Context 262.1K Route siliconflow/fp8
Qwen3.5-35B-A3BWinner · DeepInfra qwen/qwen3.5-35b-a3b	DeepInfra Blended price $0.4267 / 1M 500-token response 5.89 s Response starts 0.28 s Output speed 89.0 tok/s Route uptime 99.69% Context 262.1K Route deepinfra/fp8	SiliconFlow Blended price $0.76 / 1M 500-token response 33.86 s Response starts 4.44 s Output speed 17.0 tok/s Route uptime 83.07% Context 262.1K Route siliconflow/fp8
Qwen3.5-27BWinner · DeepInfra qwen/qwen3.5-27b	DeepInfra Blended price $1.04 / 1M 500-token response 19.41 s Response starts 1.55 s Output speed 28.0 tok/s Route uptime 93.77% Context 262.1K Route deepinfra/fp8	SiliconFlow Blended price $0.8333 / 1M 500-token response 30.42 s Response starts 2.64 s Output speed 18.0 tok/s Route uptime 99.23% Context 262.1K Route siliconflow/fp8
Qwen3.5-122B-A10B qwen/qwen3.5-122b-a10b	DeepInfra Blended price $0.9933 / 1M 500-token response N/a Response starts 160.45 s Output speed 0.0 tok/s Route uptime 17.59% Context 262.1K Route deepinfra/fp4	SiliconFlow Blended price $0.8667 / 1M 500-token response 17.46 s Response starts 1.33 s Output speed 31.0 tok/s Route uptime 94.14% Context 262.1K Route siliconflow/fp8
MiniMax M2.5Winner · DeepInfra minimax/minimax-m2.5	DeepInfra Blended price $0.4833 / 1M 500-token response 11.21 s Response starts 1.01 s Output speed 49.0 tok/s Route uptime 100.00% Context 196.6K Route deepinfra/fp8	SiliconFlow Blended price $0.6 / 1M 500-token response 15.44 s Response starts 1.55 s Output speed 36.0 tok/s Route uptime N/a Context 196.6K Route siliconflow/fp8
GLM 5Winner · DeepInfra z-ai/glm-5	DeepInfra Blended price $1.0933 / 1M 500-token response 21.01 s Response starts 1.01 s Output speed 25.0 tok/s Route uptime 99.79% Context 202.8K Route deepinfra/fp4	SiliconFlow Blended price $1.4833 / 1M 500-token response 27.28 s Response starts 3.48 s Output speed 21.0 tok/s Route uptime 99.94% Context 204.8K Route siliconflow/fp8
Kimi K2.5Winner · DeepInfra moonshotai/kimi-k2.5	DeepInfra Blended price $1.05 / 1M 500-token response 16.56 s Response starts 0.93 s Output speed 32.0 tok/s Route uptime 99.96% Context 262.1K Route deepinfra/fp4	SiliconFlow Blended price $1.05 / 1M 500-token response 28.31 s Response starts 1.99 s Output speed 19.0 tok/s Route uptime 99.21% Context 262.1K Route siliconflow/int4
DeepSeek V3.2Winner · SiliconFlow 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	SiliconFlow Blended price $0.3127 / 1M 500-token response 22.45 s Response starts 1.61 s Output speed 24.0 tok/s Route uptime 99.75% Context 163.8K Route siliconflow/fp8
Qwen3 VL 30B A3B InstructWinner · DeepInfra qwen/qwen3-vl-30b-a3b-instruct	DeepInfra Blended price $0.3 / 1M 500-token response 45.94 s Response starts 0.48 s Output speed 11.0 tok/s Route uptime 96.83% Context 262.1K Route deepinfra/fp8	SiliconFlow Blended price $0.5267 / 1M 500-token response 252.59 s Response starts 2.60 s Output speed 2.0 tok/s Route uptime 92.80% Context 262.1K Route siliconflow/fp8
DeepSeek V3.1 TerminusWinner · DeepInfra deepseek/deepseek-v3.1-terminus	DeepInfra Blended price $0.4967 / 1M 500-token response 11.26 s Response starts 0.62 s Output speed 47.0 tok/s Route uptime 100.00% Context 163.8K Route deepinfra/fp4	SiliconFlow Blended price $0.5133 / 1M 500-token response 31.31 s Response starts 1.90 s Output speed 17.0 tok/s Route uptime 92.60% Context 163.8K Route siliconflow/fp8
DeepSeek V3.1Winner · SiliconFlow 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	SiliconFlow Blended price $0.5133 / 1M 500-token response 33.11 s Response starts 1.86 s Output speed 16.0 tok/s Route uptime 94.21% Context 163.8K Route siliconflow/fp8
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	SiliconFlow Blended price $0.1833 / 1M 500-token response 44.57 s Response starts 2.90 s Output speed 12.0 tok/s Route uptime 64.12% Context 131.1K Route siliconflow/fp8
gpt-oss-20bWinner · DeepInfra 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	SiliconFlow Blended price $0.0867 / 1M 500-token response 42.99 s Response starts 1.33 s Output speed 12.0 tok/s Route uptime 99.35% Context 131.1K Route siliconflow/fp8
R1 0528Winner · DeepInfra deepseek/deepseek-r1-0528	DeepInfra Blended price $1.05 / 1M 500-token response 17.43 s Response starts 0.77 s Output speed 30.0 tok/s Route uptime 99.76% Context 163.8K Route deepinfra/fp4	SiliconFlow Blended price $1.06 / 1M 500-token response 29.31 s Response starts 1.53 s Output speed 18.0 tok/s Route uptime 99.66% Context 163.8K Route siliconflow/fp8
Qwen3 32BWinner · DeepInfra qwen/qwen3-32b	DeepInfra Blended price $0.1467 / 1M 500-token response 15.38 s Response starts 0.23 s Output speed 33.0 tok/s Route uptime 99.99% Context 41K Route deepinfra/fp8	SiliconFlow Blended price $0.2833 / 1M 500-token response 18.32 s Response starts 1.65 s Output speed 30.0 tok/s Route uptime 97.89% Context 131.1K Route siliconflow/fp8
DeepSeek V3 0324Winner · SiliconFlow deepseek/deepseek-chat-v3-0324	DeepInfra Blended price $0.46 / 1M 500-token response 40.43 s Response starts 4.72 s Output speed 14.0 tok/s Route uptime 45.26% Context 163.8K Route deepinfra/fp4	SiliconFlow Blended price $0.5 / 1M 500-token response 32.78 s Response starts 1.53 s Output speed 16.0 tok/s Route uptime 97.15% Context 163.8K Route siliconflow/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.

DeepInfra vs SiliconFlow analysis

How DeepInfra and SiliconFlow compare for AI inference

DeepInfra and SiliconFlow share 25 indexed text models, including GLM 5.2, Kimi K2.7 Code, Qwen3.6 27B, DeepSeek V4 Pro, DeepSeek V4 Flash. DeepInfra has the stronger typical response-time result on the directly measured set.

Same-model speed evidence

23 shared models currently have complete response-start and output-speed measurements on both providers. The speed comparison uses per-model ratios before taking the median, so naturally faster model catalogs do not improve the result.

Token pricing on one workload

25 shared models have complete input and output prices on both providers. Prices use the same 1,000-input/500-output-token mix and are normalized to one million tokens for readability.

Catalog and deployment differences

DeepInfra has 87 indexed models and lists no published server regions; SiliconFlow has 36 models and lists 1 region. Verify data residency, privacy terms, limits, and production latency directly before choosing.

Related same-model benchmarks

Compare with other providers

Explore qualified alternatives with the most shared measured models. Recommendations include comparisons for both DeepInfra and SiliconFlow.

DeepInfra vs NovitaAI

45 shared model benchmarks

SiliconFlow vs AtlasCloud

17 shared model benchmarks

DeepInfra vs Venice

26 shared model benchmarks

SiliconFlow vs Parasail

15 shared model benchmarks

DeepInfra vs Alibaba Cloud Int.

17 shared model benchmarks

SiliconFlow vs Phala

14 shared model benchmarks

DeepInfra vs SiliconFlow: LLM provider comparison

DeepInfra

SiliconFlow

Metric winners

Shared-model benchmark summary

Price and performance charts

Shared text models

How DeepInfra and SiliconFlow compare for AI inference

Same-model speed evidence

Token pricing on one workload

Catalog and deployment differences

Compare with other providers

DeepInfra vs NovitaAI

SiliconFlow vs AtlasCloud

DeepInfra vs Venice

SiliconFlow vs Parasail

DeepInfra vs Alibaba Cloud Int.

SiliconFlow vs Phala