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Comparison · 3 models · Updated Oct 4, 2026

Nova 2 Pro vs North Mini Code vs Nemotron VoiceChat

Nova 2 Pro comes out ahead, 86 to 71 and 65 on our weighted score.

  1. Our pick

    Amazon

    Nova 2 Pro

    Released Dec 3, 2025

    86/100
    • ECI—
    • PriceFree / Free
    • Context1M
  2. Cohere

    North Mini Code

    Released Jun 9, 2026

    71/100
    • ECI—
    • PriceFree / Free
    • Context256K
  3. NVIDIA

    Nemotron VoiceChat

    Released Mar 16, 2026

    65/100
    • ECI—
    • PriceFree / Free
    • Context128K
01 — Verdict

Nova 2 Pro is our pick

Nova 2 Pro is the better all-round choice, scoring 86/100 against North Mini Code (71) and Nemotron VoiceChat (65). It leads on inputs & features and context window. 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 priceSame priceNova 2 Pro Free · North Mini Code Free · Nemotron VoiceChat Free per 1M tokens (3:1 blend)
  • Longest contextNova 2 ProNova 2 Pro 1,000,000 · North Mini Code 256,000 · Nemotron VoiceChat 128,000 tokens
  • Widest inputsNova 2 ProNova 2 Pro: Text, Images, PDFs, Video · North Mini Code: Text · Nemotron VoiceChat: Text, Audio
  • Self-hostingNorth Mini Code and Nemotron VoiceChatPublishes downloadable weights
How the score is built
MeasureWeightNova 2 ProNorth Mini CodeNemotron VoiceChat
Price50%100100100
Inputs & features30%804535
Context window20%603624
Overall100%86/10071/10065/100

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.

Nova 2 Pro vs North Mini Code vs Nemotron VoiceChat specifications side by side
SpecificationNova 2 ProAmazonNorth Mini CodeCohereNemotron VoiceChatNVIDIA
Capability
Capabilities Index (ECI)———
ECI rank———
Price per million tokens
InputFreeFreeFree
OutputFreeFreeFree
Cached input———
Blended (3:1)FreeFreeFree
Long-context rateSame rateSame rateSame rate
Price sourceOfficial Nova APIOfficial Cohere APIOfficial Nvidia API
Limits
Context window1,000,000 tokens (best)256,000 tokens128,000 tokens
Max output64,000 tokens (best)64,000 tokens (best)8,192 tokens
Inputs and features
TextYesYesYes
ImagesYesNoNo
PDFsYesNoNo
AudioNoNoYes
VideoYesNoNo
ReasoningYesYeshighNo
Tool callingYesYesYes
Structured outputNoYesNo
Availability
WeightsProprietaryOpenOpen
API model IDnova-2-pro-v1north-mini-code-1-0nvidia/nemotron-voicechat
API providers12 (best)1
ReleasedDec 3, 2025Jun 9, 2026Mar 16, 2026
Knowledge cutoff—Sep 23, 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.

  • Nova 2 ProFree
  • North Mini CodeFree
  • Nemotron VoiceChatFree
04 — Questions

Which should you choose?

Which is better: Nova 2 Pro, North Mini Code or Nemotron VoiceChat?

Nova 2 Pro is the better all-round choice, scoring 86/100 against North Mini Code (71) and Nemotron VoiceChat (65). It leads on inputs & features and context window. 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, Nova 2 Pro, North Mini Code or Nemotron VoiceChat?

Nova 2 Pro, North Mini Code and Nemotron VoiceChat cost the same: Free input / Free output per million tokens.

Which scores higher on benchmarks?

There is no independent benchmark that covers all three models yet. Nova 2 Pro has not been scored yet, North Mini Code 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 Nova 2 Pro, North Mini Code 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?

Nova 2 Pro has the largest context window at 1,000,000 tokens, against 256,000 for North Mini Code and 128,000 for Nemotron VoiceChat. Maximum output per response: Nova 2 Pro up to 64,000, North Mini Code up to 64,000, Nemotron VoiceChat up to 8,192 tokens.

Which can read images, PDFs, audio or video?

Nova 2 Pro accepts text, images, PDFs and video; North Mini Code accepts text; Nemotron VoiceChat accepts text and audio. Nova 2 Pro handles the widest range of inputs.

Are any of these open source?

North Mini Code and Nemotron VoiceChat publishes its weights and can be self-hosted; Nova 2 Pro is proprietary.

Which is newer?

North Mini Code is the newest, released Jun 9, 2026. Nemotron VoiceChat came out Mar 16, 2026; Nova 2 Pro came out Dec 3, 2025. Knowledge cutoff: North Mini Code Sep 23, 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.