NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning) API Provider Benchmarking & Analysis
This analysis is intended to support you in choosing the best API provider of NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning) for your use-case.
Fastest
Amazon
DeepInfra (FP8)Output speed
Total 2 providers
Lowest Latency
AmazonDeepInfra (FP8)Time to first token
Total 2 providers
Lowest Price
AmazonDeepInfra (FP8)Blended price (per 1M tokens)
Total 2 providers
NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning) is available through 2 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 Amazon (200.0 t/s) and DeepInfra (FP8) (128.4 t/s).
- For latency, Amazon (1.07s) and DeepInfra (FP8) (4.58s) offer the lowest time to first token.
- For pricing, Amazon (0.24) and DeepInfra (FP8) (0.24) offer the lowest blended prices per 1M tokens.
- Amazon stands out as the overall leader, ranking first across all three categories: speed, latency, and pricing.
Highlights
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
Pricing: Blended Price
Output Speed vs. Price
Speed
Measured by Output Speed (tokens per second)
Output Speed: NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning)
Latency vs. Output Speed
Latency
Measured by Time (seconds) to First Token
Time to First Token
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
Key Comparison Metrics & API Features
Frequently Asked Questions
Common questions about NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning) providers
NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning) is available through 2 API providers: Amazon and DeepInfra (FP8). Each provider offers different performance characteristics and pricing.
NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning) is currently available through 2 API providers that we benchmark and track.
The fastest providers for NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning) by output speed are Amazon (200.0 t/s) and DeepInfra (FP8) (128.4 t/s). Output speed measures how quickly tokens are generated after the model starts responding.
The providers with the lowest time to first token for NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning) are Amazon (1.07s) and DeepInfra (FP8) (4.58s). Lower latency means faster initial response time.
The most affordable providers for NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning) by blended price are Amazon ($0.24 per 1M tokens) and DeepInfra (FP8) ($0.24 per 1M tokens). Blended price uses a 7:2:1 cache hit/input/output token ratio.
The providers with the lowest input token pricing for NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning) are Amazon ($0.20 per 1M input tokens) and DeepInfra (FP8) ($0.20 per 1M input tokens).
The providers with the lowest output token pricing for NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning) are Amazon ($0.60 per 1M output tokens) and DeepInfra (FP8) ($0.60 per 1M output tokens).
Output speed for NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning) varies significantly across providers. Amazon is the fastest at 200.0 t/s, which is 1.6x faster than DeepInfra (FP8) at 128.4 t/s.
1 of 2 providers support JSON mode for NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning): DeepInfra (FP8).
All 2 providers of NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning) support function calling (tool use).
Amazon leads across all key metrics for NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning), offering the fastest speed, lowest latency, and most competitive pricing.
When choosing a provider for NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning), consider: output speed (for throughput-intensive tasks), latency (for interactive applications requiring quick first responses), pricing (for cost-sensitive workloads), and API features like JSON mode or function calling.
Yes, provider performance can vary over time due to infrastructure changes, load balancing, and updates. We continuously benchmark all providers and display historical performance trends in the "Over Time" charts.
For information about NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning)'s intelligence, capabilities, modalities, and how it compares to other models, see the model overview page. View model overview