ZMIME
Comparison · 3 models · Updated Oct 4, 2026

MiniMax-M2.7-highspeed vs Nemotron 3 Super 120B A12B vs Nemotron Cascade 2 30B A3B

Too close to call on our weighted score (Nemotron 3 Super 120B A12B 36, Nemotron Cascade 2 30B A3B 35, MiniMax-M2.7-highspeed 34). The right pick depends on what you value most.

  1. MiniMax

    MiniMax-M2.7-highspeed

    Released Mar 18, 2026

    34/100
    • ECI—
    • Price$0.60 / $2.40
    • Context205K
  2. NVIDIA

    Nemotron 3 Super 120B A12B

    Released Mar 11, 2026

    36/100
    • ECI—
    • Price$0.20 / $0.80
    • Context262K
  3. NVIDIA

    Nemotron Cascade 2 30B A3B

    Released Mar 24, 2026

    35/100
    • ECI—
    • Price—
    • Context256K
01 — Verdict

Too close to call

It is close. Our weighted score puts them within a point (Nemotron 3 Super 120B A12B 36/100, Nemotron Cascade 2 30B A3B 35/100, MiniMax-M2.7-highspeed 34/100), so choose by what matters most for your work: Nemotron 3 Super 120B A12B on price and Nemotron 3 Super 120B A12B for long inputs. The score weighs inputs & features 60%, context window 40%. 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 Super 120B A12BNemotron 3 Super 120B A12B $0.35 · MiniMax-M2.7-highspeed $1.05 per 1M tokens (3:1 blend) · Nemotron Cascade 2 30B A3B unpriced
  • Longest contextNemotron 3 Super 120B A12BNemotron 3 Super 120B A12B 262,144 · Nemotron Cascade 2 30B A3B 256,000 · MiniMax-M2.7-highspeed 204,800 tokens
  • Widest inputsSame inputsMiniMax-M2.7-highspeed: Text · Nemotron 3 Super 120B A12B: Text · Nemotron Cascade 2 30B A3B: Text
  • Self-hostingAll open weightsEvery model here can be downloaded and run on your own hardware
How the score is built
MeasureWeightMiniMax-M2.7-highspeedNemotron 3 Super 120B A12BNemotron Cascade 2 30B A3B
Inputs & features60%353535
Context window40%323736
Overall100%34/10036/10035/100

Left out because at least one model lacks the data: capability and price. 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.

MiniMax-M2.7-highspeed vs Nemotron 3 Super 120B A12B vs Nemotron Cascade 2 30B A3B specifications side by side
SpecificationMiniMax-M2.7-highspeedMiniMaxNemotron 3 Super 120B A12BNVIDIANemotron Cascade 2 30B A3BNVIDIA
Capability
Capabilities Index (ECI)———
ECI rank———
Price per million tokens
Input$0.60$0.20 (best)—
Output$2.40$0.80 (best)—
Cached input$0.06——
Blended (3:1)$1.05$0.35 (best)—
Long-context rateSame rateSame rate—
Price sourceOfficial MiniMax (minimax.io) APIOfficial Nvidia API—
Limits
Context window204,800 tokens262,144 tokens (best)256,000 tokens
Max output131,072 tokens262,144 tokens (best)32,768 tokens
Inputs and features
TextYesYesYes
ImagesNoNoNo
PDFsNoNoNo
AudioNoNoNo
VideoNoNoNo
ReasoningYesYesYes
Tool callingYesYesYes
Structured outputNoNoNo
Availability
WeightsOpenOpenOpen
API model IDMiniMax-M2.7-highspeednvidia/nemotron-3-super-120b-a12b—
API providers1419 (best)—
ReleasedMar 18, 2026Mar 11, 2026Mar 24, 2026
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.

  • MiniMax-M2.7-highspeed$10.80
  • Nemotron 3 Super 120B A12B$3.60
  • Nemotron Cascade 2 30B A3B—
04 — Questions

Which should you choose?

Which is better: MiniMax-M2.7-highspeed, Nemotron 3 Super 120B A12B or Nemotron Cascade 2 30B A3B?

It is close. Our weighted score puts them within a point (Nemotron 3 Super 120B A12B 36/100, Nemotron Cascade 2 30B A3B 35/100, MiniMax-M2.7-highspeed 34/100), so choose by what matters most for your work: Nemotron 3 Super 120B A12B on price and Nemotron 3 Super 120B A12B for long inputs. The score weighs inputs & features 60%, context window 40%. None of the shared benchmarks cover every model here yet, so capability is left out of this verdict.

Which is cheaper, MiniMax-M2.7-highspeed, Nemotron 3 Super 120B A12B or Nemotron Cascade 2 30B A3B?

Nemotron 3 Super 120B A12B is cheaper at $0.20 input / $0.80 output per million tokens (official Nvidia API price). MiniMax-M2.7-highspeed costs $0.60 input / $2.40 output per million tokens (official MiniMax (minimax.io) API price). At a typical mix of three input tokens to one output token, that is $0.35 per million tokens for Nemotron 3 Super 120B A12B versus $1.05 for MiniMax-M2.7-highspeed (3× as much). Nemotron Cascade 2 30B A3B has no published per-token price.

Which scores higher on benchmarks?

There is no independent benchmark that covers all three models yet. MiniMax-M2.7-highspeed has not been scored yet, Nemotron 3 Super 120B A12B has not been scored yet and Nemotron Cascade 2 30B A3B has not been scored yet.

Which is better for coding?

There are no published SWE-bench Verified results for MiniMax-M2.7-highspeed, Nemotron 3 Super 120B A12B and Nemotron Cascade 2 30B A3B 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 Super 120B A12B has the largest context window at 262,144 tokens, against 256,000 for Nemotron Cascade 2 30B A3B and 204,800 for MiniMax-M2.7-highspeed. Maximum output per response: MiniMax-M2.7-highspeed up to 131,072, Nemotron 3 Super 120B A12B up to 262,144, Nemotron Cascade 2 30B A3B up to 32,768 tokens.

Which can read images, PDFs, audio or video?

MiniMax-M2.7-highspeed accepts text; Nemotron 3 Super 120B A12B accepts text; Nemotron Cascade 2 30B A3B accepts text. They handle the same number of input types.

Are any of these open source?

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

Which is newer?

Nemotron Cascade 2 30B A3B is the newest, released Mar 24, 2026. MiniMax-M2.7-highspeed came out Mar 18, 2026; Nemotron 3 Super 120B A12B came out Mar 11, 2026.

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.