ZMIME
Comparison · 3 models · Updated Oct 4, 2026

Nemotron VoiceChat vs North Small Translate vs Laguna M.1

Too close to call on our weighted score (Laguna M.1 68, Nemotron VoiceChat 65, North Small Translate 50). The right pick depends on what you value most.

  1. NVIDIA

    Nemotron VoiceChat

    Released Mar 16, 2026

    65/100
    • ECI—
    • PriceFree / Free
    • Context128K
  2. Cohere

    North Small Translate

    Released Sep 9, 2026

    50/100
    • ECI—
    • PriceFree / Free
    • Context16K
  3. Poolside

    Laguna M.1

    Released Apr 28, 2026

    68/100
    • ECI—
    • PriceFree / Free
    • Context262K
01 — Verdict

Too close to call

It is close. Our weighted score puts them within 3 points (Laguna M.1 68/100, Nemotron VoiceChat 65/100, North Small Translate 50/100), so choose by what matters most for your work: Nemotron VoiceChat on price and Laguna M.1 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 priceSame priceNemotron VoiceChat Free · North Small Translate Free · Laguna M.1 Free per 1M tokens (3:1 blend)
  • Longest contextLaguna M.1Laguna M.1 262,144 · Nemotron VoiceChat 128,000 · North Small Translate 16,000 tokens
  • Widest inputsNemotron VoiceChatNemotron VoiceChat: Text, Audio · North Small Translate: Text · Laguna M.1: Text
  • Self-hostingAll open weightsEvery model here can be downloaded and run on your own hardware
How the score is built
MeasureWeightNemotron VoiceChatNorth Small TranslateLaguna M.1
Price50%100100100
Inputs & features30%35035
Context window20%24037
Overall100%65/10050/10068/100

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 VoiceChat vs North Small Translate vs Laguna M.1 specifications side by side
SpecificationNemotron VoiceChatNVIDIANorth Small TranslateCohereLaguna M.1Poolside
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 Nvidia APIOfficial Cohere APIOfficial Poolside API
Limits
Context window128,000 tokens16,000 tokens262,144 tokens (best)
Max output8,192 tokens16,000 tokens32,768 tokens (best)
Inputs and features
TextYesYesYes
ImagesNoNoNo
PDFsNoNoNo
AudioYesNoNo
VideoNoNoNo
ReasoningNoNoYes
Tool callingYesNoYes
Structured outputNoNoNo
Availability
WeightsOpenOpenCC-BY-NC-4.0Open
API model IDnvidia/nemotron-voicechatnorth-small-translate-09-2026poolside/laguna-m.1
API providers112 (best)
ReleasedMar 16, 2026Sep 9, 2026Apr 28, 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.

  • Nemotron VoiceChatFree
  • North Small TranslateFree
  • Laguna M.1Free
04 — Questions

Which should you choose?

Which is better: Nemotron VoiceChat, North Small Translate or Laguna M.1?

It is close. Our weighted score puts them within 3 points (Laguna M.1 68/100, Nemotron VoiceChat 65/100, North Small Translate 50/100), so choose by what matters most for your work: Nemotron VoiceChat on price and Laguna M.1 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 VoiceChat, North Small Translate or Laguna M.1?

Nemotron VoiceChat, North Small Translate and Laguna M.1 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. Nemotron VoiceChat has not been scored yet, North Small Translate has not been scored yet and Laguna M.1 has not been scored yet.

Which is better for coding?

There are no published SWE-bench Verified results for Nemotron VoiceChat, North Small Translate and Laguna M.1 yet, so there is no like-for-like coding score. Test both on a sample of your own tasks. Note that North Small Translate does not support tool calling, which most coding agents need.

Which has the bigger context window?

Laguna M.1 has the largest context window at 262,144 tokens, against 128,000 for Nemotron VoiceChat and 16,000 for North Small Translate. Maximum output per response: Nemotron VoiceChat up to 8,192, North Small Translate up to 16,000, Laguna M.1 up to 32,768 tokens.

Which can read images, PDFs, audio or video?

Nemotron VoiceChat accepts text and audio; North Small Translate accepts text; Laguna M.1 accepts text. Nemotron VoiceChat handles the widest range of inputs.

Are any of these open source?

Yes, all three publish their weights (CC-BY-NC-4.0), so you can self-host them.

Which is newer?

North Small Translate is the newest, released Sep 9, 2026. Laguna M.1 came out Apr 28, 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.