ZMIME
Comparison · 3 models · Updated Nov 2, 2026

Nemotron 3.5 Super VL 120B A12B vs Nemotron 3.5 Lightning 30B A3B vs MiniMax-M3.1-Flash

Too close to call on our weighted score (Nemotron 3.5 Super VL 120B A12B 71, MiniMax-M3.1-Flash 70, Nemotron 3.5 Lightning 30B A3B 68). The right pick depends on what you value most.

  1. NVIDIA

    Nemotron 3.5 Super VL 120B A12B

    Released Oct 15, 2026New

    71/100
    • ECI—
    • Price$0.15 / $0.50
    • Context1.05M
  2. NVIDIA

    Nemotron 3.5 Lightning 30B A3B

    Released Aug 11, 2026

    68/100
    • ECI—
    • Price$0.055 / $0.20
    • Context262K
  3. MiniMax

    MiniMax-M3.1-Flash

    Released Oct 19, 2026New

    70/100
    • ECI—
    • Price$0.15 / $0.60
    • Context1M
01 — Verdict

Too close to call

It is close. Our weighted score puts them within 1 points (Nemotron 3.5 Super VL 120B A12B 71/100, MiniMax-M3.1-Flash 70/100, Nemotron 3.5 Lightning 30B A3B 68/100), so choose by what matters most for your work: Nemotron 3.5 Lightning 30B A3B on price and Nemotron 3.5 Super VL 120B A12B 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 3.5 Lightning 30B A3BNemotron 3.5 Lightning 30B A3B $0.091 · Nemotron 3.5 Super VL 120B A12B $0.237 · MiniMax-M3.1-Flash $0.263 per 1M tokens (3:1 blend)
  • Longest contextNemotron 3.5 Super VL 120B A12BNemotron 3.5 Super VL 120B A12B 1,048,576 · MiniMax-M3.1-Flash 1,000,000 · Nemotron 3.5 Lightning 30B A3B 262,144 tokens
  • Widest inputsNemotron 3.5 Super VL 120B A12B and MiniMax-M3.1-FlashNemotron 3.5 Super VL 120B A12B: Text, Images, Video · Nemotron 3.5 Lightning 30B A3B: Text · MiniMax-M3.1-Flash: Text, Images, Video
  • Self-hostingNemotron 3.5 Super VL 120B A12B and Nemotron 3.5 Lightning 30B A3BPublishes downloadable weights
How the score is built
MeasureWeightNemotron 3.5 Super VL 120B A12BNemotron 3.5 Lightning 30B A3BMiniMax-M3.1-Flash
Price50%769574
Inputs & features30%704570
Context window20%613760
Overall100%71/10068/10070/100

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 3.5 Super VL 120B A12B vs Nemotron 3.5 Lightning 30B A3B vs MiniMax-M3.1-Flash specifications side by side
SpecificationNemotron 3.5 Super VL 120B A12BNVIDIANemotron 3.5 Lightning 30B A3BNVIDIAMiniMax-M3.1-FlashMiniMax
Capability
Capabilities Index (ECI)———
ECI rank———
Price per million tokens
Input$0.15$0.055 (best)$0.15
Output$0.50$0.20 (best)$0.60
Cached input——$0.015
Blended (3:1)$0.237$0.091 (best)$0.263
Long-context rateSame rateSame rateSame rate
Price sourceMedian of 11 providersMedian of 10 providersOfficial MiniMax (minimax.io) API
Limits
Context window1,048,576 tokens (best)262,144 tokens1,000,000 tokens
Max output8,192 tokens262,144 tokens512,000 tokens (best)
Inputs and features
TextYesYesYes
ImagesYesNoYes
PDFsNoNoNo
AudioNoNoNo
VideoYesNoYes
ReasoningYesYesYeslow · medium · high · xhigh · max
Tool callingYesYesYes
Structured outputNoYesNo
Availability
WeightsOpenOpenProprietary
API model IDnvidia/nemotron-3.5-super-vl-120b-a12bnvidia/nemotron-3.5-lightning-30b-a3bMiniMax-M3.1-Flash
API providers131525 (best)
ReleasedOct 15, 2026Aug 11, 2026Oct 19, 2026
Knowledge cutoff—Sep 2025—
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 3.5 Super VL 120B A12B$2.50
  • Nemotron 3.5 Lightning 30B A3B$0.95
  • MiniMax-M3.1-Flash$2.70
04 — Questions

Which should you choose?

Which is better: Nemotron 3.5 Super VL 120B A12B, Nemotron 3.5 Lightning 30B A3B or MiniMax-M3.1-Flash?

It is close. Our weighted score puts them within 1 points (Nemotron 3.5 Super VL 120B A12B 71/100, MiniMax-M3.1-Flash 70/100, Nemotron 3.5 Lightning 30B A3B 68/100), so choose by what matters most for your work: Nemotron 3.5 Lightning 30B A3B on price and Nemotron 3.5 Super VL 120B A12B 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 3.5 Super VL 120B A12B, Nemotron 3.5 Lightning 30B A3B or MiniMax-M3.1-Flash?

Nemotron 3.5 Lightning 30B A3B is cheaper at $0.055 input / $0.20 output per million tokens (median across 10 API providers; free on Nvidia). Nemotron 3.5 Super VL 120B A12B costs $0.15 input / $0.50 output per million tokens (median across 11 API providers; free on Nvidia); MiniMax-M3.1-Flash costs $0.15 input / $0.60 output per million tokens (official MiniMax (minimax.io) API price). At a typical mix of three input tokens to one output token, that is $0.091 per million tokens for Nemotron 3.5 Lightning 30B A3B versus $0.237 for Nemotron 3.5 Super VL 120B A12B (2.6× as much) and $0.263 for MiniMax-M3.1-Flash (2.9× as much).

Which scores higher on benchmarks?

There is no independent benchmark that covers all three models yet. Nemotron 3.5 Super VL 120B A12B has not been scored yet, Nemotron 3.5 Lightning 30B A3B has not been scored yet and MiniMax-M3.1-Flash has not been scored yet.

Which is better for coding?

There are no published SWE-bench Verified results for Nemotron 3.5 Super VL 120B A12B, Nemotron 3.5 Lightning 30B A3B and MiniMax-M3.1-Flash yet, so there is no like-for-like coding score. Test both on a sample of your own tasks. All three support tool calling for agent workflows.

Which has the bigger context window?

Nemotron 3.5 Super VL 120B A12B has the largest context window at 1,048,576 tokens, against 1,000,000 for MiniMax-M3.1-Flash and 262,144 for Nemotron 3.5 Lightning 30B A3B. Maximum output per response: Nemotron 3.5 Super VL 120B A12B up to 8,192, Nemotron 3.5 Lightning 30B A3B up to 262,144, MiniMax-M3.1-Flash up to 512,000 tokens.

Which can read images, PDFs, audio or video?

Nemotron 3.5 Super VL 120B A12B accepts text, images and video; Nemotron 3.5 Lightning 30B A3B accepts text; MiniMax-M3.1-Flash accepts text, images and video. Nemotron 3.5 Super VL 120B A12B handles the widest range of inputs.

Are any of these open source?

Nemotron 3.5 Super VL 120B A12B and Nemotron 3.5 Lightning 30B A3B publishes its weights and can be self-hosted; MiniMax-M3.1-Flash is proprietary.

Which is newer?

MiniMax-M3.1-Flash is the newest, released Oct 19, 2026. Nemotron 3.5 Super VL 120B A12B came out Oct 15, 2026; Nemotron 3.5 Lightning 30B A3B came out Aug 11, 2026. Knowledge cutoff: Nemotron 3.5 Lightning 30B A3B Sep 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 Nov 2, 2026.