Lyria 3 Pro Preview vs North Mini Code (free)
| Signal | Lyria 3 Pro Preview | Delta | North Mini Code (free) |
|---|---|---|---|
Capabilities | 50 | -- | |
Pricing | 100 | -- | |
Context window size | 96 | +10 | |
Recency | 100 | -- | |
Output Capacity | 77 | +0 | |
| Overall Result | 2 wins | of 5 | 0 wins |
Score History
40
current score
Tied
right now
40
current score
Lyria 3 Pro Preview
North Mini Code (free)
Cohere
| Metric | Lyria 3 Pro Preview | North Mini Code (free) | Winner |
|---|---|---|---|
| Overall Score | 40 | 40 | -- |
| Rank | #334 | #309 | North Mini Code (free) |
| Quality Rank | #334 | #309 | North Mini Code (free) |
| Adoption Rank | #334 | #309 | North Mini Code (free) |
| Parameters | -- | -- | -- |
| Context Window | 1049K | 256K | Lyria 3 Pro Preview |
| Pricing | Free | Free | -- |
| Signal Scores | |||
| Capabilities | 50 | 50 | Lyria 3 Pro Preview |
| Pricing | 100 | 100 | Lyria 3 Pro Preview |
| Context window size | 96 | 86 | Lyria 3 Pro Preview |
| Recency | 100 | 100 | Lyria 3 Pro Preview |
| Output Capacity | 77 | 77 | Lyria 3 Pro Preview |
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.
Scores 40/100 (rank #334), placing it in the top -15% of all 290 models tracked.
Scores 40/100 (rank #309), placing it in the top -6% of all 290 models tracked.
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.
Choose Lyria 3 Pro Preview when you need:
- Processing long documents or large codebases (1049K token context)
- Multimodal workflows that require image understanding
Choose North Mini Code (free) when you need:
- Agentic applications using tool/function calling
- Step-by-step reasoning and chain-of-thought problem solving
- Self-hosted deployments where you need full control over the model
Both models are priced similarly, so the decision comes down to quality and features rather than cost.
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.
Code generation & review
Based on overall model capabilities and architecture for coding tasks like generating functions, debugging, and refactoring
Customer support chatbot
Suitable for user-facing chat with competitive response times. Lyria 3 Pro Preview also offers lower per-token costs for high-volume support
Long document analysis
Larger context window (1049K tokens) can process longer documents, contracts, and research papers in a single pass
Batch data extraction
Lower output pricing ($0.00/M) reduces costs when processing thousands of records daily
Creative writing & content
Higher overall composite score (40/100) correlates with better nuance, coherence, and style in long-form content
Image understanding & OCR
Supports vision input - can analyze screenshots, diagrams, photos, and scanned documents directly
Lyria 3 Pro Preview 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 Use Case
Best for Quality
Lyria 3 Pro Preview
Marginally better benchmark scores; both are excellent
Best for Cost
Lyria 3 Pro Preview
0% lower pricing; better value at scale
Best for Reliability
Lyria 3 Pro Preview
Higher uptime and faster response speeds
Best for Prototyping
Lyria 3 Pro Preview
Stronger community support and better developer experience
Best for Production
Lyria 3 Pro Preview
Wider enterprise adoption and proven at scale
by Google
- 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
| Capability | Lyria 3 Pro Preview | North Mini Code (free) |
|---|---|---|
| Vision (Image Input)differs | ||
| Function Callingdiffers | ||
| Streaming | ||
| JSON Modediffers | ||
| Reasoningdiffers | ||
| Web Search | ||
| Image Output |
Lyria 3 Pro Preview
North Mini Code (free)
Cohere
Assumes 60% input / 40% output token ratio per request. Actual costs may vary based on your usage pattern.
| Parameter | Lyria 3 Pro Preview | North Mini Code (free) |
|---|---|---|
| Context Window | 1.0M | 256K |
| Max Output Tokens | 65,536 | 64,000 |
| Open Source | No | Yes |
| Created | Mar 30, 2026 | Jun 17, 2026 |