Open weights model

Released July 2026

Hy3 API Provider Benchmarking & Analysis

Model Comparison

This analysis is intended to support you in choosing the best API provider of Hy3 for your use-case.

Fastest

#1
GMIGMI
96.5 t/s
#2
SiliconFlow (FP8)SiliconFlow (FP8)
96.2 t/s
#3
NovitaNovita
71.4 t/s
#4
DeepInfra (FP8)DeepInfra (FP8)
59.0 t/s

Output speed

Total 4 providers

Lowest Latency

#1
SiliconFlow (FP8)SiliconFlow (FP8)
23.71 s
#2
GMIGMI
23.77 s
#3
NovitaNovita
30.23 s
#4
DeepInfra (FP8)DeepInfra (FP8)
34.81 s

Time to first answer token

Total 4 providers

Lowest Price

#1
SiliconFlow (FP8)SiliconFlow (FP8)
$0.10
#2
NovitaNovita
$0.11
#3
DeepInfra (FP8)DeepInfra (FP8)
$0.11
#4
GMIGMI
$0.11

Blended price (per 1M tokens)

Total 4 providers

Hy3 is available through 4 API providers, each offering different performance characteristics and pricing. Below is a comparison of the key metrics across providers.

  • For output speed, the top providers are GMI (96.5 t/s), SiliconFlow (FP8) (96.2 t/s), and Novita (71.4 t/s). Speed varies significantly across providers, with a 63% difference between the fastest and slowest.
  • For latency, SiliconFlow (FP8) (23.71s), GMI (23.77s), and Novita (30.23s) offer the lowest time to first answer token.
  • For pricing, SiliconFlow (FP8) (0.10), Novita (0.11), and DeepInfra (FP8) (0.11) offer the lowest blended prices per 1M tokens.
  • SiliconFlow (FP8) offers both the lowest latency and best pricing, making it attractive for cost-conscious applications. GMI is the fastest option for throughput-intensive workloads.

Highlights

Output tokens per second · Higher is better
Seconds · Lower is better
USD per 1M tokens (blended) · Lower is better

Update: Default performance benchmarking workload has updated to 10k input tokens to better reflect production use cases. You can still select different workloads above.

Pricing

Pricing: Cache Hit, Input, and Output

Price (USD per M Tokens) · Lower is better · 10,000 input tokens

Pricing: Blended Price

Blended at 7:2:1 (cache-input-output) · USD per 1M tokens (blended) · Lower is better

Pricing: Cache Discount

1 - (cache hit price / input price) · Higher is better

Output Speed vs. Price

Blended at 7:2:1 (cache-input-output) · Output speed: output tokens per second · USD per 1M tokens (blended)
Most attractive quadrant
Pareto line

Speed

Measured by Output Speed (tokens per second)

Output Speed: Hy3

Output speed: output tokens per second · 10,000 input tokens

Latency vs. Output Speed

Latency: seconds to first token received · Output speed: output tokens per second · 10,000 input tokens
Most attractive quadrant
Pareto line

Latency

Measured by Time (seconds) to First Token

Time to First Answer Token

Seconds to first token received · Lower is better · 10,000 input tokens

End-to-End Response Time

Seconds to output 500 tokens, calculated based on time to first token, 'thinking' time for reasoning models, and output speed

End-to-End Response Time

Seconds to output 500 tokens, including reasoning model 'thinking' time · Lower is better · 10,000 input tokens

Key Comparison Metrics & API Features

SiliconFlow logoSiliconFlow
256k
Open
$0.07
96
2.92
28.90
20.78
Novita logoNovita
262k
Open
$0.07
71
2.23
37.23
28.00
DeepInfra logoDeepInfra
262k
Open
$0.07
59
0.93
43.28
33.88
GMI logoGMI
262k
Open
$0.07
96
3.05
28.96
20.73

Frequently Asked Questions

Common questions about Hy3 providers