Same-model provider benchmark

NovitaAI vs SiliconFlow: LLM provider comparison

Compare NovitaAI and SiliconFlow on 24 exact shared text models. ProviderBench keeps speed, price, and catalog coverage separate so naturally faster model catalogs cannot distort the result.

NovitaAI

66 indexed models

Headquarters: United States
Server regions: N/a
Model types: 66 text

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

NovitaAI

1.13× typical advantage

24 exact models with complete recent speed data

Lowest token cost

SiliconFlow

$0.8243 / 1M

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

Most models available

NovitaAI

66 models

Complete catalog coverage across all indexed modalities

Shared-model benchmark summary

Metric	NovitaAI	SiliconFlow
Typical 500-token response	22.39 s	27.74 s
Typical response start	1.70 s	1.78 s
Typical output speed	25.0 tok/s	19.0 tok/s
Blended token price	$0.8483 / 1M	$0.8243 / 1M
Typical route uptime	99.72%	97.35%

Visual comparison

Price and performance charts

NovitaAI

SiliconFlow

500-token response by shared model

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

NovitaAI has the lower typical same-model response ratio across 24 measured models.

Blended token price by shared model

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

SiliconFlow has the lower typical price ratio across 24 priced shared models.

Model	NovitaAI	SiliconFlow
GLM 5.2Winner · NovitaAI z-ai/glm-5.2	NovitaAI Blended price $1.6536 / 1M 500-token response 23.05 s Response starts 3.05 s Output speed 25.0 tok/s Route uptime 99.45% Context 1M Route novita/fp8	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 · SiliconFlow moonshotai/kimi-k2.7-code	NovitaAI Blended price $1.888 / 1M 500-token response 29.25 s Response starts 2.94 s Output speed 19.0 tok/s Route uptime 100.00% Context 262.1K Route novita/int4	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
DeepSeek V4 ProWinner · NovitaAI deepseek/deepseek-v4-pro	NovitaAI Blended price $1.5573 / 1M 500-token response 13.19 s Response starts 1.83 s Output speed 44.0 tok/s Route uptime 98.82% Context 1M Route novita/fp8	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	NovitaAI Blended price $0.1867 / 1M 500-token response 15.08 s Response starts 1.56 s Output speed 37.0 tok/s Route uptime 99.95% Context 1M Route novita/fp8	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 · NovitaAI moonshotai/kimi-k2.6	NovitaAI Blended price $1.6667 / 1M 500-token response 20.24 s Response starts 3.00 s Output speed 29.0 tok/s Route uptime 98.89% Context 262.1K Route novita	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	NovitaAI Blended price $2.3867 / 1M 500-token response 22.62 s Response starts 2.62 s Output speed 25.0 tok/s Route uptime 67.25% Context 204.8K Route novita/fp8	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 · SiliconFlow google/gemma-4-26b-a4b-it	NovitaAI Blended price $0.22 / 1M 500-token response 22.17 s Response starts 2.17 s Output speed 25.0 tok/s Route uptime 99.89% Context 262.1K Route novita/bf16	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 · NovitaAI google/gemma-4-31b-it	NovitaAI Blended price $0.2267 / 1M 500-token response 34.37 s Response starts 1.04 s Output speed 15.0 tok/s Route uptime 98.00% Context 262.1K Route novita/bf16	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
Qwen3.5-27BWinner · SiliconFlow qwen/qwen3.5-27b	NovitaAI Blended price $1 / 1M 500-token response 31.16 s Response starts 3.39 s Output speed 18.0 tok/s Route uptime 100.00% Context 262.1K Route novita/bf16	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-A10BWinner · SiliconFlow qwen/qwen3.5-122b-a10b	NovitaAI Blended price $1.3333 / 1M 500-token response 20.06 s Response starts 2.20 s Output speed 28.0 tok/s Route uptime 99.95% Context 262.1K Route novita/bf16	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 · SiliconFlow minimax/minimax-m2.5	NovitaAI Blended price $0.6 / 1M 500-token response 56.73 s Response starts 1.17 s Output speed 9.0 tok/s Route uptime N/a Context 204.8K Route novita/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 · SiliconFlow z-ai/glm-5	NovitaAI Blended price $1.7333 / 1M 500-token response 48.77 s Response starts 7.11 s Output speed 12.0 tok/s Route uptime 99.97% Context 202.8K Route novita/fp8	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 · NovitaAI moonshotai/kimi-k2.5	NovitaAI Blended price $1.33 / 1M 500-token response 21.94 s Response starts 4.70 s Output speed 29.0 tok/s Route uptime 99.56% Context 262.1K Route novita	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	NovitaAI Blended price $0.3127 / 1M 500-token response 23.97 s Response starts 1.25 s Output speed 22.0 tok/s Route uptime 99.97% Context 163.8K Route novita/fp8	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 · NovitaAI qwen/qwen3-vl-30b-a3b-instruct	NovitaAI Blended price $0.3667 / 1M 500-token response 63.36 s Response starts 0.86 s Output speed 8.0 tok/s Route uptime 94.38% Context 131.1K Route novita/bf16	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 V3.2 ExpWinner · SiliconFlow deepseek/deepseek-v3.2-exp	NovitaAI Blended price $0.3167 / 1M 500-token response 22.24 s Response starts 1.41 s Output speed 24.0 tok/s Route uptime 99.96% Context 163.8K Route novita/fp8	SiliconFlow Blended price $0.3167 / 1M 500-token response 20.19 s Response starts 1.67 s Output speed 27.0 tok/s Route uptime 99.79% Context 163.8K Route siliconflow/fp8
DeepSeek V3.1 TerminusWinner · NovitaAI deepseek/deepseek-v3.1-terminus	NovitaAI Blended price $0.5133 / 1M 500-token response 22.54 s Response starts 1.71 s Output speed 24.0 tok/s Route uptime 100.00% Context 131.1K Route novita/fp8	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 · NovitaAI deepseek/deepseek-chat-v3.1	NovitaAI Blended price $0.5133 / 1M 500-token response 26.70 s Response starts 1.70 s Output speed 20.0 tok/s Route uptime 100.00% Context 131.1K Route novita/fp8	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 · NovitaAI openai/gpt-oss-120b	NovitaAI Blended price $0.1167 / 1M 500-token response 9.33 s Response starts 0.71 s Output speed 58.0 tok/s Route uptime 98.36% Context 131.1K Route novita/fp4	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 · NovitaAI openai/gpt-oss-20b	NovitaAI Blended price $0.0767 / 1M 500-token response 4.79 s Response starts 0.37 s Output speed 113.0 tok/s Route uptime 99.98% Context 131.1K Route novita/fp4	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
Qwen3 Coder 30B A3B InstructWinner · NovitaAI qwen/qwen3-coder-30b-a3b-instruct	NovitaAI Blended price $0.1367 / 1M 500-token response 9.69 s Response starts 0.60 s Output speed 55.0 tok/s Route uptime 98.56% Context 160K Route novita/fp8	SiliconFlow Blended price $0.14 / 1M 500-token response 27.61 s Response starts 1.29 s Output speed 19.0 tok/s Route uptime 96.59% Context 262.1K Route siliconflow/fp8
GLM 4.5 AirWinner · NovitaAI z-ai/glm-4.5-air	NovitaAI Blended price $0.37 / 1M 500-token response 26.69 s Response starts 1.69 s Output speed 20.0 tok/s Route uptime 87.57% Context 131.1K Route novita/bf16	SiliconFlow Blended price $0.38 / 1M 500-token response 27.87 s Response starts 1.55 s Output speed 19.0 tok/s Route uptime 99.34% Context 131.1K Route siliconflow/fp8
R1 0528Winner · NovitaAI deepseek/deepseek-r1-0528	NovitaAI Blended price $1.3 / 1M 500-token response 15.15 s Response starts 0.87 s Output speed 35.0 tok/s Route uptime N/a Context 163.8K Route novita/fp8	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
DeepSeek V3 0324Winner · NovitaAI deepseek/deepseek-chat-v3-0324	NovitaAI Blended price $0.5533 / 1M 500-token response 19.99 s Response starts 1.47 s Output speed 27.0 tok/s Route uptime 93.06% Context 163.8K Route novita/fp8	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.

NovitaAI vs SiliconFlow analysis

How NovitaAI and SiliconFlow compare for AI inference

NovitaAI and SiliconFlow share 24 indexed text models, including GLM 5.2, Kimi K2.7 Code, DeepSeek V4 Pro, DeepSeek V4 Flash, Kimi K2.6. NovitaAI has the stronger typical response-time result on the directly measured set.

Same-model speed evidence

24 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

24 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

NovitaAI has 66 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.

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NovitaAI vs SiliconFlow: LLM provider comparison

NovitaAI

SiliconFlow

Metric winners

Shared-model benchmark summary

Price and performance charts

Shared text models

How NovitaAI and SiliconFlow compare for AI inference

Same-model speed evidence

Token pricing on one workload

Catalog and deployment differences

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