ZMIME
Comparison · 2 models · Updated Oct 4, 2026

Nemotron Nano 12B v2 VL vs Nemotron Nano 9B v2

Too close to call on our weighted score (Nemotron Nano 9B v2 64, Nemotron Nano 12B v2 VL 63). The right pick depends on what you value most.

  1. NVIDIA

    Nemotron Nano 12B v2 VL

    Released Oct 28, 2025Deprecated

    63/100
    • ECI—
    • Price$0.20 / $0.60
    • Context128K
    Full specs Remove Nemotron Nano 12B v2 VL

  2. NVIDIA

    Nemotron Nano 9B v2

    Released Aug 18, 2025Deprecated

    64/100
    • ECI—
    • Price$0.06 / $0.23
    • Context131K
    Full specs Remove Nemotron Nano 9B v2

  3. Add a model

    Make it a three-way comparison.

01 — Verdict

Too close to call

It is close. Our weighted score puts them within a point (Nemotron Nano 9B v2 64/100, Nemotron Nano 12B v2 VL 63/100), so choose by what matters most for your work: Nemotron Nano 9B v2 on price and Nemotron Nano 9B v2 for long inputs. The score weighs price 50%, inputs & features 30%, context window 20%. None of the shared benchmarks cover every model here yet, so capability is left out of this verdict.

  • CapabilityNot enough dataNo independent benchmark covers every model here yet
  • Lowest priceNemotron Nano 9B v2Nemotron Nano 9B v2 $0.102 · Nemotron Nano 12B v2 VL $0.30 per 1M tokens (3:1 blend)
  • Longest contextNemotron Nano 9B v2Nemotron Nano 9B v2 131,072 · Nemotron Nano 12B v2 VL 128,000 tokens
  • Widest inputsNemotron Nano 12B v2 VLNemotron Nano 12B v2 VL: Text, Images, Video · Nemotron Nano 9B v2: Text
  • Self-hostingAll open weightsEvery model here can be downloaded and run on your own hardware
How the score is built
MeasureWeightNemotron Nano 12B v2 VLNemotron Nano 9B v2
Price50%7597
Inputs & features30%7035
Context window20%2424
Overall100%63/10064/100

Left out because at least one model lacks the data: capability. The remaining weights were rescaled.

02 — Side by side

Every spec in one table

Highlighted cells lead their row. Dashes mean the data is not published.

Nemotron Nano 12B v2 VL vs Nemotron Nano 9B v2 specifications side by side
SpecificationNemotron Nano 12B v2 VLNVIDIANemotron Nano 9B v2NVIDIA
Capability
Capabilities Index (ECI)——
ECI rank——
Price per million tokens
Input$0.20$0.06 (best)
Output$0.60$0.23 (best)
Cached input——
Blended (3:1)$0.30$0.102 (best)
Long-context rateSame rateSame rate
Price sourceMedian of 3 providersMedian of 3 providers
Limits
Context window128,000 tokens131,072 tokens (best)
Max output128,000 tokens131,072 tokens (best)
Inputs and features
TextYesYes
ImagesYesNo
PDFsNoNo
AudioNoNo
VideoYesNo
ReasoningYesYes
Tool callingYesYes
Structured outputNoNo
Availability
WeightsOpenOpen
API model IDnvidia/nemotron-nano-12b-v2-vlnvidia/nvidia-nemotron-nano-9b-v2
API providers44
ReleasedOct 28, 2025Aug 18, 2025
Knowledge cutoff——
03 — Cost

What would a month cost?

Enter your expected volume in millions of tokens. List prices only; caching and batch discounts would lower these.

  • Nemotron Nano 12B v2 VL$3.20
  • Nemotron Nano 9B v2$1.06
04 — Questions

Which should you choose?

Which is better: Nemotron Nano 12B v2 VL or Nemotron Nano 9B v2?

It is close. Our weighted score puts them within a point (Nemotron Nano 9B v2 64/100, Nemotron Nano 12B v2 VL 63/100), so choose by what matters most for your work: Nemotron Nano 9B v2 on price and Nemotron Nano 9B v2 for long inputs. The score weighs price 50%, inputs & features 30%, context window 20%. None of the shared benchmarks cover every model here yet, so capability is left out of this verdict.

Which is cheaper, Nemotron Nano 12B v2 VL or Nemotron Nano 9B v2?

Nemotron Nano 9B v2 is cheaper at $0.06 input / $0.23 output per million tokens (median across 3 API providers; free on Nvidia). Nemotron Nano 12B v2 VL costs $0.20 input / $0.60 output per million tokens (median across 3 API providers; free on Nvidia). At a typical mix of three input tokens to one output token, that is $0.102 per million tokens for Nemotron Nano 9B v2 versus $0.30 for Nemotron Nano 12B v2 VL (2.9× as much).

Which scores higher on benchmarks?

There is no independent benchmark that covers both models yet. Nemotron Nano 12B v2 VL has not been scored yet and Nemotron Nano 9B v2 has not been scored yet.

Which is better for coding?

There are no published SWE-bench Verified results for Nemotron Nano 12B v2 VL and Nemotron Nano 9B v2 yet, so there is no like-for-like coding score. Test both on a sample of your own tasks. Both support tool calling for agent workflows.

Which has the bigger context window?

Nemotron Nano 9B v2 has the largest context window at 131,072 tokens, against 128,000 for Nemotron Nano 12B v2 VL. Maximum output per response: Nemotron Nano 12B v2 VL up to 128,000, Nemotron Nano 9B v2 up to 131,072 tokens.

Which can read images, PDFs, audio or video?

Nemotron Nano 12B v2 VL accepts text, images and video; Nemotron Nano 9B v2 accepts text. Nemotron Nano 12B v2 VL handles the widest range of inputs.

Are any of these open source?

Yes, both publish their weights, so you can self-host them.

Which is newer?

Nemotron Nano 12B v2 VL is the newest, released Oct 28, 2025. Nemotron Nano 9B v2 came out Aug 18, 2025.

How do you decide the winner?

Each model gets a 0–100 score on capability (50%, independent benchmark results); price (25%, blended price per million tokens (3 input : 1 output), log scale); inputs & features (15%, image, PDF, audio and video input, tool calling, structured output and reasoning); context window (10%, maximum tokens per request, log scale). Dimensions missing for any model are dropped and the remaining weights rescaled, so every model is judged on the same evidence. Specs and prices come from public model listings and the labs’ own API pages; capability scores come from independent benchmark runs. Data updated Oct 4, 2026.

05 — Keep comparing

Related comparisons