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Nemotron 3 Ultra (free) vs North Mini Code (free)

Signal-by-Signal Comparison
SignalNemotron 3 Ultra (free)DeltaNorth Mini Code (free)
Capabilities
50
--
50
Pricing
100
--
100
Context window size
95
+9
86
Recency
100
--
100
Output Capacity
80
+0
80
Overall Result
2 wins
of 5
0 wins
Nemotron 3 Ultra (free) wins 2 of 5 signals

Score History

Score History (10 data points)
Nemotron 3 Ultra (free)North Mini Code (free)
Nemotron 3 Ultra (free)

40

current score

Leader

Tied

right now

North Mini Code (free)

40

current score

LMMarketCap.com
Interactive Price Comparison
100Kcalls/month
1,000tokens (~1,333 chars)
500tokens (~667 chars)

Nemotron 3 Ultra (free)

NVIDIA

Per request$0.000000
Daily$0.00
Monthly$0.00
Annual$0.00

North Mini Code (free)

Cohere

Per request$0.000000
Daily$0.00
Monthly$0.00
Annual$0.00
Nemotron 3 Ultra (free) pricing:
Input:$0.00/M tokens
Output:$0.00/M tokens
North Mini Code (free) pricing:
Input:$0.00/M tokens
Output:$0.00/M tokens
Tie
Nemotron 3 Ultra (free)

NVIDIA

40

Composite Score

Tie
North Mini Code (free)

Cohere

40

Composite Score

Signal-by-Signal Comparison
MetricNemotron 3 Ultra (free)North Mini Code (free)Winner
Overall Score
40
40
--
Rank#258#253
North Mini Code (free)
Quality Rank#258#253
North Mini Code (free)
Adoption Rank#258#253
North Mini Code (free)
Parameters550B----
Context Window1000K256K
Nemotron 3 Ultra (free)
PricingFreeFree--
Signal Scores
Capabilities
50
50
Nemotron 3 Ultra (free)
Pricing
100
100
Nemotron 3 Ultra (free)
Context window size
95
86
Nemotron 3 Ultra (free)
Recency
100
100
Nemotron 3 Ultra (free)
Output Capacity
80
80
Nemotron 3 Ultra (free)
Benchmark Interpretation

Our score (0-100) is driven by benchmark performance (90%) from Arena Elo ratings, MMLU, GPQA, HumanEval, SWE-bench, and 15+ standardized evaluations. Capabilities and context window serve as tiebreakers (10%). Learn more about our methodology.

Nemotron 3 Ultra (free)Entry Level

Scores 40/100 (rank #258), placing it in the top 11% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
North Mini Code (free)Entry Level

Scores 40/100 (rank #253), placing it in the top 13% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100

With only a 0-point gap, these models are in the same performance tier. The practical difference in output quality is minimal - your choice should depend on pricing, latency requirements, and specific feature needs.

When to Use Each Model

Choose Nemotron 3 Ultra (free) when you need:

  • Processing long documents or large codebases (1000K token context)
  • Step-by-step reasoning and chain-of-thought problem solving
  • Self-hosted deployments where you need full control over the model

Choose North Mini Code (free) when you need:

  • Step-by-step reasoning and chain-of-thought problem solving
  • Self-hosted deployments where you need full control over the model
Cost-Performance Analysis
Nemotron 3 Ultra (free)
Input cost$0.00/M tokens
Output cost$0.00/M tokens
Cost per quality point$0.000
Est. monthly (1M tokens/day)$0.00
North Mini Code (free)
Input cost$0.00/M tokens
Output cost$0.00/M tokens
Cost per quality point$0.000
Est. monthly (1M tokens/day)$0.00

Both models are priced similarly, so the decision comes down to quality and features rather than cost.

Latency & Speed
Nemotron 3 Ultra (free)Faster
Speed score0/100
North Mini Code (free)
Speed score0/100

Both models have comparable response speeds. For most applications, the latency difference is negligible.

When latency matters most: Interactive chatbots, IDE code completion, real-time translation, and user-facing applications where response time directly impacts experience. For batch processing, background summarization, or offline analysis, latency is less critical.

Example Use Cases

Code generation & review

Based on overall model capabilities and architecture for coding tasks like generating functions, debugging, and refactoring

Nemotron 3 Ultra (free)

Customer support chatbot

Suitable for user-facing chat with competitive response times. Nemotron 3 Ultra (free) also offers lower per-token costs for high-volume support

Nemotron 3 Ultra (free)

Long document analysis

Larger context window (1000K tokens) can process longer documents, contracts, and research papers in a single pass

Nemotron 3 Ultra (free)

Batch data extraction

Lower output pricing ($0.00/M) reduces costs when processing thousands of records daily

Nemotron 3 Ultra (free)

Creative writing & content

Higher overall composite score (40/100) correlates with better nuance, coherence, and style in long-form content

Nemotron 3 Ultra (free)
Which Should You Choose?
Our recommendation:
Nemotron 3 Ultra (free)

Nemotron 3 Ultra (free) and North Mini Code (free) are extremely close in overall performance (only 0 points apart). Your best choice depends entirely on which specific strengths matter most for your use case.

by NVIDIA

  • Choose for Quality - Marginally better benchmark scores; both are excellent
  • Choose for Cost - 0% lower pricing; better value at scale
  • Choose for Reliability - Higher uptime and faster response speeds
  • Choose for Prototyping - Stronger community support and better developer experience
  • Choose for Production - Wider enterprise adoption and proven at scale

by Cohere

Consider for specialized use cases.

Capability Comparison
CapabilityNemotron 3 Ultra (free)North Mini Code (free)
Vision (Image Input)
Function Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Output
Monthly Cost Calculator
1,000tokens (600 in / 400 out)
100requests/day (3,000/month)

Nemotron 3 Ultra (free)

NVIDIA

$0.000000
estimated monthly cost

North Mini Code (free)

Cohere

$0.000000
estimated monthly cost

Assumes 60% input / 40% output token ratio per request. Actual costs may vary based on your usage pattern.

Parameters & Context
ParameterNemotron 3 Ultra (free)North Mini Code (free)
Context Window1M256K
Max Output Tokens65,53664,000
Open SourceYesYes
CreatedJun 4, 2026Jun 17, 2026
Last updated: 34m ago

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