Command R7B (12-2024) vs Gemma 3 12B
| Signal | Command R7B (12-2024) | Delta | Gemma 3 12B |
|---|---|---|---|
Capabilities | 33 | -33 | |
Benchmarks | 38 | +38 | |
Pricing | 100 | -- | |
Context window size | 81 | 0 | |
Recency | 23 | -16 | |
Output Capacity | 60 | -10 | |
| Overall Result | 1 wins | of 6 | 4 wins |
Score History
35.8
current score
Gemma 3 12B
right now
40
current score
Command R7B (12-2024)
Cohere
Gemma 3 12B
Command R7B (12-2024) saves you $1.25/month
That's $15.00/year compared to Gemma 3 12B at your current usage level of 100K calls/month.
| Metric | Command R7B (12-2024) | Gemma 3 12B | Winner |
|---|---|---|---|
| Overall Score | 36 | 40 | Gemma 3 12B |
| Rank | #368 | #340 | Gemma 3 12B |
| Quality Rank | #368 | #340 | Gemma 3 12B |
| Adoption Rank | #368 | #340 | Gemma 3 12B |
| Parameters | 7B | 12B | -- |
| Context Window | 128K | 131K | Gemma 3 12B |
| Pricing | $0.04/$0.15/M | $0.05/$0.15/M | -- |
| Signal Scores | |||
| Capabilities | 33 | 67 | Gemma 3 12B |
| Benchmarks | 38 | -- | Command R7B (12-2024) |
| Pricing | 100 | 100 | Command R7B (12-2024) |
| Context window size | 81 | 81 | Gemma 3 12B |
| Recency | 23 | 40 | Gemma 3 12B |
| Output Capacity | 60 | 70 | Gemma 3 12B |
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 36/100 (rank #368), placing it in the top -27% of all 290 models tracked.
Scores 40/100 (rank #340), placing it in the top -17% 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.
Choose Command R7B (12-2024) when you need:
- Budget-friendly applications with moderate quality requirements
Choose Gemma 3 12B when you need:
- Multimodal workflows that require image understanding
- Agentic applications using tool/function calling
- Self-hosted deployments where you need full control over the model
Gemma 3 12B offers 6% better value per quality point. At 1M tokens/day, you'd spend $2.81/month with Command R7B (12-2024) vs $3.00/month with Gemma 3 12B - a $0.19 monthly difference.
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. Command R7B (12-2024) also offers lower per-token costs for high-volume support
Long document analysis
Larger context window (131K tokens) can process longer documents, contracts, and research papers in a single pass
Batch data extraction
Lower output pricing ($0.15/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
Gemma 3 12B has a moderate advantage with a 4.200000000000003-point lead in composite score. It wins on more signal dimensions, but Command R7B (12-2024) has specific strengths that could make it the better choice for certain workflows.
By Use Case
Best for Quality
Command R7B (12-2024)
Marginally better benchmark scores; both are excellent
Best for Cost
Command R7B (12-2024)
6% lower pricing; better value at scale
Best for Reliability
Command R7B (12-2024)
Higher uptime and faster response speeds
Best for Prototyping
Command R7B (12-2024)
Stronger community support and better developer experience
Best for Production
Command R7B (12-2024)
Wider enterprise adoption and proven at scale
by Cohere
- Choose for Quality - Marginally better benchmark scores; both are excellent
- Choose for Cost - 6% 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 | Command R7B (12-2024) | Gemma 3 12B |
|---|---|---|
| Vision (Image Input)differs | ||
| Function Callingdiffers | ||
| Streaming | ||
| JSON Mode | ||
| Reasoning | ||
| Web Search | ||
| Image Output |
Command R7B (12-2024)
Cohere
Gemma 3 12B
Command R7B (12-2024) saves you $0.0225/month
That's 8% cheaper than Gemma 3 12B 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 | Command R7B (12-2024) | Gemma 3 12B |
|---|---|---|
| Context Window | 128K | 131K |
| Max Output Tokens | 4,000 | 16,384 |
| Open Source | No | Yes |
| Created | Dec 14, 2024 | Mar 13, 2025 |