Qwen3.5 122B A10B vs NVIDIA Nemotron Nano 12B v2 VL: Release Comparison
Comparison of the Qwen3.5 122B A10B and NVIDIA Nemotron Nano 12B v2 VL releases: 2 and 2 models respectively, each with different intelligence, performance, and pricing characteristics. Below is a comparison of the key metrics across all 4 models.
- For intelligence, Qwen3.5 122B A10B scores highest: Qwen3.5 122B A10B (Non-reasoning) at 18, against NVIDIA Nemotron Nano 12B v2 VL (Reasoning) at 7 for NVIDIA Nemotron Nano 12B v2 VL.
- For output speed, NVIDIA Nemotron Nano 12B v2 VL is fastest: NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning) at 194 t/s, against Qwen3.5 122B A10B (Non-reasoning) at 145 t/s for Qwen3.5 122B A10B.
Releases compared
Intelligence
Artificial Analysis Intelligence Index
Intelligence Index vs. Cost per Intelligence Index Task
Cost per Task (USD, Log Scale)
Cost
Cost per Intelligence Index Task
Speed & Latency
Output Speed
Capability Scores
Capability Indexes
Incorporates 7 evaluations: AA-Omniscience, GDPval-AA v2.1, AA-Briefcase v1.1, Humanity's Last Exam, AutomationBench-AA, AA-LCR v1.1, GDP.pdf · Higher is better
Incorporates 6 evaluations: AA-Omniscience, GDPval-AA v2.1, AA-Briefcase v1.1, AutomationBench-AA, AA-LCR v1.1, GDP.pdf · Higher is better
Incorporates 7 evaluations: AA-Omniscience, GDPval-AA v2.1, AA-Briefcase v1.1, Humanity's Last Exam, AA-LCR v1.1, GDP.pdf, AutomationBench-AA · Higher is better
Incorporates 6 evaluations: AA-Omniscience, GDPval-AA v2.1, AA-Briefcase v1.1, MLCR-AA, Humanity's Last Exam, AutomationBench-AA · Higher is better
Incorporates 6 evaluations: AA-Omniscience, Humanity's Last Exam, CritPt, GDPval-AA v2.1, AA-Briefcase v1.1, Terminal-Bench 4.0 · Higher is better
Incorporates 5 evaluations: AA-Omniscience, Humanity's Last Exam, GDPval-AA v2.1, AA-Briefcase v1.1, AA-LCR v1.1 · Higher is better
Further details
Input modality | Output modality | Weights | Provider Benchmarks | ||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Qwen3.5 122B A10B (Non-reasoning) |  Alibaba | 18 | - | - | - | - | - | - | - | $0.7 | $0.40 | $3.20 | - | - | - | - | - | 145 | 2.34s | 2.34s | 5.79s | - | 125B 10B active at inference time | 262k | Feb 2026 | - | No | Supports: text and image | Supports: text |  | |||
| Qwen3.5 122B A10B (Reasoning) | Alibaba | 16 | 17 | 13 | 17 | - | 19 | 24 | $0.32 | $0.7 | $0.40 | $3.20 | - | $661 | 17k | 7k | 101M | 127 | 2.37s | 18.07s | 22.00s | 126.06s | 125B 10B active at inference time | 262k | Feb 2026 | - | Yes | Supports: text and image | Supports: text |  +2 | |||
| NVIDIA Nemotron Nano 12B v2 VL (Reasoning) |  NVIDIA | 7 | - | - | - | - | - | - | - | $0.2 | $0.20 | $0.60 | - | - | - | - | - | 134 | 5.61s | 20.55s | 24.28s | - | 13.2B | 128k | Oct 2025 | - | Yes | Supports: text and image | Supports: text | | |||
| NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning) | NVIDIA | 6 | - | - | - | - | - | - | - | $0.2 | $0.20 | $0.60 | - | - | - | - | - | 194 | 1.61s | 1.61s | 4.18s | - | 13.2B | 128k | Oct 2025 | - | No | Supports: text and image | Supports: text |  | |||