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 198 t/s, against Qwen3.5 122B A10B (Non-reasoning) at 141 t/s for Qwen3.5 122B A10B.
Releases compared
Intelligence
Artificial Analysis Intelligence Index
Intelligence Index vs. Cost per Intelligence Index Task
Cost
Cost per Intelligence Index Task
Speed & Latency
Output Speed
Capability Scores
Capability Indices
Incorporates 7 evaluations: AA-Omniscience, GDPval-AA v2, AA-Briefcase, Humanity's Last Exam, AutomationBench-AA, AA-LCR v1.1, GDP.pdf · Higher is better
Incorporates 6 evaluations: AA-Omniscience, GDPval-AA v2, AA-Briefcase, AutomationBench-AA, AA-LCR v1.1, GDP.pdf · Higher is better
Incorporates 7 evaluations: AA-Omniscience, GDPval-AA v2, AA-Briefcase, Humanity's Last Exam, AA-LCR v1.1, GDP.pdf, AutomationBench-AA · Higher is better
Incorporates 6 evaluations: AA-Omniscience, GDPval-AA v2, AA-Briefcase, MLCR-AA, Humanity's Last Exam, AutomationBench-AA · Higher is better
Incorporates 6 evaluations: AA-Omniscience, Humanity's Last Exam, CritPt, GDPval-AA v2, AA-Briefcase, Terminal-Bench 4.0 · Higher is better
Incorporates 5 evaluations: AA-Omniscience, Humanity's Last Exam, GDPval-AA v2, AA-Briefcase, 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 | - | - | - | - | - | 141 | 2.35s | 2.35s | 5.90s | - | 125B 10B active at inference time | 262k | Feb 2026 | - | No | Supports: text and image | Supports: text |  | |||
| Qwen3.5 122B A10B (Reasoning) | Alibaba | 16 | 18 | 14 | 18 | - | 19 | 25 | $0.32 | $0.7 | $0.40 | $3.20 | - | $661 | 17k | 7k | 101M | 127 | 2.38s | 18.08s | 22.01s | 129.96s | 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 | - | - | - | - | - | 122 | 4.05s | 20.49s | 24.61s | - | 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 | - | - | - | - | - | 198 | 1.52s | 1.52s | 4.05s | - | 13.2B | 128k | Oct 2025 | - | No | Supports: text and image | Supports: text |  | |||