| Signal | Gemma 3 12B (free) | Delta | Nova Micro 1.0 |
|---|---|---|---|
Capabilities | 33 | -- | |
Pricing | 30 | +30 | |
Context window size | 72 | -9 | |
Recency | 65 | +18 | |
Output Capacity | 65 | +3 | |
| Overall Result | 3 wins | of 5 | 1 wins |
22
days ranked higher
5
days
3
days ranked higher
Amazon
Gemma 3 12B (free) saves you $10.50/month
That's $126.00/year compared to Nova Micro 1.0 at your current usage level of 100K calls/month.
| Metric | Gemma 3 12B (free) | Nova Micro 1.0 | Winner |
|---|---|---|---|
| Overall Score | 55 | 51 | Gemma 3 12B (free) |
| Rank | #244 | #260 | Gemma 3 12B (free) |
| Quality Rank | #244 | #260 | Gemma 3 12B (free) |
| Adoption Rank | #244 | #260 | Gemma 3 12B (free) |
| Parameters | 12B | -- | -- |
| Context Window | 33K | 128K | Nova Micro 1.0 |
| Pricing | Free | $0.04/$0.14/M | -- |
| Signal Scores | |||
| Capabilities | 33 | 33 | Gemma 3 12B (free) |
| Pricing | 30 | 0 | Gemma 3 12B (free) |
| Context window size | 72 | 81 | Nova Micro 1.0 |
| Recency | 65 | 47 | Gemma 3 12B (free) |
| Output Capacity | 65 | 62 | Gemma 3 12B (free) |
Our composite score (0–100) combines six weighted signals: benchmark performance (25%), pricing efficiency (25%), context window size (15%), model recency (15%), output capacity (10%), and capability versatility (10%). Here's what the scores mean for these two models:
Scores 55/100 (rank #244), placing it in the top 16% of all 290 models tracked.
Scores 51/100 (rank #260), placing it in the top 11% of all 290 models tracked.
With only a 4-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.
Compare the cost per quality point to find the best value for your specific workload.
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
Higher benchmark score (0/100) indicates stronger performance on coding tasks like generating functions, debugging, and refactoring
Customer support chatbot
Faster response time (speed score 0/100) is critical for user-facing chat. Gemma 3 12B (free) also offers lower per-token costs for high-volume support
Long document analysis
Larger context window (128K 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 (55/100) 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
Gemma 3 12B (free) has a moderate advantage with a 4-point lead in composite score. It wins on more signal dimensions, but Nova Micro 1.0 has specific strengths that could make it the better choice for certain workflows.
Best for Quality
Gemma 3 12B (free)
Marginally better benchmark scores; both are excellent
Best for Cost
Gemma 3 12B (free)
100% lower pricing; better value at scale
Best for Reliability
Gemma 3 12B (free)
Higher uptime and faster response speeds
Best for Prototyping
Gemma 3 12B (free)
Stronger community support and better developer experience
Best for Production
Gemma 3 12B (free)
Wider enterprise adoption and proven at scale
by Google
| Capability | Gemma 3 12B (free) | Nova Micro 1.0 |
|---|---|---|
| Vision (Image Input)differs | ||
| Function Callingdiffers | ||
| Streaming | ||
| JSON Mode | ||
| Reasoning | ||
| Web Search | ||
| Image Output |
Amazon
Gemma 3 12B (free) saves you $0.2310/month
That's 100% cheaper than Nova Micro 1.0 at 1,000 tokens/request and 100 requests/day.
Assumes 60% input / 40% output token ratio per request. Actual costs may vary based on your usage pattern.
| Parameter | Gemma 3 12B (free) | Nova Micro 1.0 |
|---|---|---|
| Context Window | 33K | 128K |
| Max Output Tokens | 8,192 | 5,120 |
| Open Source | Yes | No |
| Created | Mar 13, 2025 | Dec 5, 2024 |
Gemma 3 12B (free) scores 55/100 (rank #244) compared to Nova Micro 1.0's 51/100 (rank #260), giving it a 4-point advantage. Gemma 3 12B (free) is the stronger overall choice, though Nova Micro 1.0 may excel in specific areas like certain benchmarks.
Gemma 3 12B (free) is ranked #244 and Nova Micro 1.0 is ranked #260 out of 290+ AI models. Rankings use a composite score combining benchmark performance (25%), pricing (25%), context window (15%), recency (15%), output capacity (10%), and versatility (10%). Scores update hourly.
Gemma 3 12B (free) is cheaper at $0.00/M output tokens vs Nova Micro 1.0's $0.14/M output tokens - 140.0x more expensive. Input token pricing: Gemma 3 12B (free) at $0.00/M vs Nova Micro 1.0 at $0.04/M.
Nova Micro 1.0 has a larger context window of 128,000 tokens compared to Gemma 3 12B (free)'s 32,768 tokens. A larger context window means the model can process longer documents and conversations.