| Signal | Command R7B (12-2024) | Delta | Gemini 3.1 Flash Lite |
|---|---|---|---|
Capabilities | 33 | -67 | |
Benchmarks | 38 | +38 | |
Pricing | 100 | +1 | |
Context window size | 81 | -14 | |
Recency | 40 | -60 | |
Output Capacity | 60 | -20 | |
| Overall Result | 2 wins | of 6 | 4 wins |
Score History
35.8
current score
Command R7B (12-2024)
right now
23.6
current score
Cohere
Command R7B (12-2024) saves you $88.75/month
That's $1065.00/year compared to Gemini 3.1 Flash Lite at your current usage level of 100K calls/month.
| Metric | Command R7B (12-2024) | Gemini 3.1 Flash Lite | Winner |
|---|---|---|---|
| Overall Score | 36 | 24 | Command R7B (12-2024) |
| Rank | #325 | #338 | Command R7B (12-2024) |
| Quality Rank | #325 | #338 | Command R7B (12-2024) |
| Adoption Rank | #325 | #338 | Command R7B (12-2024) |
| Parameters | 7B | -- | -- |
| Context Window | 128K | 1049K | Gemini 3.1 Flash Lite |
| Pricing | $0.04/$0.15/M | $0.25/$1.50/M | -- |
| Signal Scores | |||
| Capabilities | 33 | 100 | Gemini 3.1 Flash Lite |
| Benchmarks | 38 | -- | Command R7B (12-2024) |
| Pricing | 100 | 99 | Command R7B (12-2024) |
| Context window size | 81 | 96 | Gemini 3.1 Flash Lite |
| Recency | 40 | 100 | Gemini 3.1 Flash Lite |
| Output Capacity | 60 | 80 | Gemini 3.1 Flash Lite |
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 #325), placing it in the top -12% of all 290 models tracked.
Scores 24/100 (rank #338), placing it in the top -16% of all 290 models tracked.
Command R7B (12-2024) has a 12-point advantage, which typically translates to noticeably better performance on complex reasoning, code generation, and multi-step tasks.
Command R7B (12-2024) offers 89% better value per quality point. At 1M tokens/day, you'd spend $2.81/month with Command R7B (12-2024) vs $26.25/month with Gemini 3.1 Flash Lite - a $23.44 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 (1049K 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 (36/100) 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
Command R7B (12-2024) clearly outperforms Gemini 3.1 Flash Lite with a significant 12.199999999999996-point lead. For most general use cases, Command R7B (12-2024) is the stronger choice. However, Gemini 3.1 Flash Lite may still excel in niche scenarios.
Best for Quality
Command R7B (12-2024)
Marginally better benchmark scores; both are excellent
Best for Cost
Command R7B (12-2024)
89% 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
| Capability | Command R7B (12-2024) | Gemini 3.1 Flash Lite |
|---|---|---|
| Vision (Image Input)differs | ||
| Function Callingdiffers | ||
| Streaming | ||
| JSON Mode | ||
| Reasoningdiffers | ||
| Web Searchdiffers | ||
| Image Output |
Cohere
Command R7B (12-2024) saves you $2.00/month
That's 89% cheaper than Gemini 3.1 Flash Lite 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) | Gemini 3.1 Flash Lite |
|---|---|---|
| Context Window | 128K | 1.0M |
| Max Output Tokens | 4,000 | 65,536 |
| Open Source | No | No |
| Created | Dec 14, 2024 | May 7, 2026 |