ZMIME
Comparison · 3 models · Updated Oct 4, 2026

MiniMax-M2.7-highspeed vs Nemotron Cascade 2 30B A3B vs Nemotron VoiceChat

Too close to call on our weighted score (Nemotron Cascade 2 30B A3B 35, MiniMax-M2.7-highspeed 34, Nemotron VoiceChat 31). 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 Cascade 2 30B A3B

    Released Mar 24, 2026

    35/100
    • ECI—
    • Price—
    • Context256K
  3. NVIDIA

    Nemotron VoiceChat

    Released Mar 16, 2026

    31/100
    • ECI—
    • PriceFree / Free
    • Context128K
01 — Verdict

Too close to call

It is close. Our weighted score puts them within 2 points (Nemotron Cascade 2 30B A3B 35/100, MiniMax-M2.7-highspeed 34/100, Nemotron VoiceChat 31/100), so choose by what matters most for your work: Nemotron VoiceChat on price and Nemotron Cascade 2 30B A3B 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 VoiceChatNemotron VoiceChat Free · MiniMax-M2.7-highspeed $1.05 per 1M tokens (3:1 blend) · Nemotron Cascade 2 30B A3B unpriced
  • Longest contextNemotron Cascade 2 30B A3BNemotron Cascade 2 30B A3B 256,000 · MiniMax-M2.7-highspeed 204,800 · Nemotron VoiceChat 128,000 tokens
  • Widest inputsNemotron VoiceChatMiniMax-M2.7-highspeed: Text · Nemotron Cascade 2 30B A3B: Text · Nemotron VoiceChat: Text, Audio
  • Self-hostingAll open weightsEvery model here can be downloaded and run on your own hardware
How the score is built
MeasureWeightMiniMax-M2.7-highspeedNemotron Cascade 2 30B A3BNemotron VoiceChat
Inputs & features60%353535
Context window40%323624
Overall100%34/10035/10031/100

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 Cascade 2 30B A3B vs Nemotron VoiceChat specifications side by side
SpecificationMiniMax-M2.7-highspeedMiniMaxNemotron Cascade 2 30B A3BNVIDIANemotron VoiceChatNVIDIA
Capability
Capabilities Index (ECI)———
ECI rank———
Price per million tokens
Input$0.60—Free (best)
Output$2.40—Free (best)
Cached input$0.06——
Blended (3:1)$1.05—Free (best)
Long-context rateSame rate—Same rate
Price sourceOfficial MiniMax (minimax.io) API—Official Nvidia API
Limits
Context window204,800 tokens256,000 tokens (best)128,000 tokens
Max output131,072 tokens (best)32,768 tokens8,192 tokens
Inputs and features
TextYesYesYes
ImagesNoNoNo
PDFsNoNoNo
AudioNoNoYes
VideoNoNoNo
ReasoningYesYesNo
Tool callingYesYesYes
Structured outputNoNoNo
Availability
WeightsOpenOpenOpen
API model IDMiniMax-M2.7-highspeed—nvidia/nemotron-voicechat
API providers14 (best)—1
ReleasedMar 18, 2026Mar 24, 2026Mar 16, 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 Cascade 2 30B A3B—
  • Nemotron VoiceChatFree
04 — Questions

Which should you choose?

Which is better: MiniMax-M2.7-highspeed, Nemotron Cascade 2 30B A3B or Nemotron VoiceChat?

It is close. Our weighted score puts them within 2 points (Nemotron Cascade 2 30B A3B 35/100, MiniMax-M2.7-highspeed 34/100, Nemotron VoiceChat 31/100), so choose by what matters most for your work: Nemotron VoiceChat on price and Nemotron Cascade 2 30B A3B 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 Cascade 2 30B A3B or Nemotron VoiceChat?

Nemotron VoiceChat is cheaper at Free input / Free 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). Nemotron VoiceChat is listed as free. 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 Cascade 2 30B A3B has not been scored yet and Nemotron VoiceChat has not been scored yet.

Which is better for coding?

There are no published SWE-bench Verified results for MiniMax-M2.7-highspeed, Nemotron Cascade 2 30B A3B and Nemotron VoiceChat 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 Cascade 2 30B A3B has the largest context window at 256,000 tokens, against 204,800 for MiniMax-M2.7-highspeed and 128,000 for Nemotron VoiceChat. Maximum output per response: MiniMax-M2.7-highspeed up to 131,072, Nemotron Cascade 2 30B A3B up to 32,768, Nemotron VoiceChat up to 8,192 tokens.

Which can read images, PDFs, audio or video?

MiniMax-M2.7-highspeed accepts text; Nemotron Cascade 2 30B A3B accepts text; Nemotron VoiceChat accepts text and audio. Nemotron VoiceChat handles the widest range of inputs.

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 VoiceChat came out Mar 16, 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.