Command R (08-2024) vs Gemini 3.1 Pro Preview
| Signal | Command R (08-2024) | Delta | Gemini 3.1 Pro Preview |
|---|---|---|---|
Capabilities | 50 | -50 | |
Benchmarks | 47 | -44 | |
Pricing | 99 | +11 | |
Context window size | 81 | -14 | |
Recency | 4 | -96 | |
Output Capacity | 60 | -20 | |
| Overall Result | 1 wins | of 6 | 5 wins |
Score History
48.7
current score
Gemini 3.1 Pro Preview
right now
92.2
current score
Command R (08-2024)
Cohere
Gemini 3.1 Pro Preview
Command R (08-2024) saves you $755.00/month
That's $9060.00/year compared to Gemini 3.1 Pro Preview at your current usage level of 100K calls/month.
| Metric | Command R (08-2024) | Gemini 3.1 Pro Preview | Winner |
|---|---|---|---|
| Overall Score | 49 | 92 | Gemini 3.1 Pro Preview |
| Rank | #227 | #16 | Gemini 3.1 Pro Preview |
| Quality Rank | #227 | #16 | Gemini 3.1 Pro Preview |
| Adoption Rank | #227 | #16 | Gemini 3.1 Pro Preview |
| Parameters | -- | -- | -- |
| Context Window | 128K | 1049K | Gemini 3.1 Pro Preview |
| Pricing | $0.15/$0.60/M | $2.00/$12.00/M | -- |
| Signal Scores | |||
| Capabilities | 50 | 100 | Gemini 3.1 Pro Preview |
| Benchmarks | 47 | 92 | Gemini 3.1 Pro Preview |
| Pricing | 99 | 88 | Command R (08-2024) |
| Context window size | 81 | 96 | Gemini 3.1 Pro Preview |
| Recency | 4 | 100 | Gemini 3.1 Pro Preview |
| Output Capacity | 60 | 80 | Gemini 3.1 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 49/100 (rank #227), placing it in the top 22% of all 290 models tracked.
Scores 92/100 (rank #16), placing it in the top 95% of all 290 models tracked.
Gemini 3.1 Pro Preview has a 44-point advantage, which typically translates to noticeably stronger performance on complex reasoning, code generation, and multi-step tasks.
Choose Command R (08-2024) when you need:
- High-volume production workloads where API costs must be minimized
Choose Gemini 3.1 Pro Preview when you need:
- Processing long documents or large codebases (1049K token context)
- Multimodal workflows that require image understanding
- Step-by-step reasoning and chain-of-thought problem solving
Command R (08-2024) offers 95% better value per quality point. At 1M tokens/day, you'd spend $11.25/month with Command R (08-2024) vs $210.00/month with Gemini 3.1 Pro Preview - a $198.75 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 R (08-2024) 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 ($0.60/M) reduces costs when processing thousands of records daily
Creative writing & content
Higher overall composite score (92/100) 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
Gemini 3.1 Pro Preview clearly outperforms Command R (08-2024) with a significant 43.5-point lead. For most general use cases, Gemini 3.1 Pro Preview is the stronger choice. However, Command R (08-2024) may still excel in niche scenarios.
By Use Case
Best for Quality
Command R (08-2024)
Marginally better benchmark scores; both are excellent
Best for Cost
Command R (08-2024)
95% lower pricing; better value at scale
Best for Reliability
Command R (08-2024)
Higher uptime and faster response speeds
Best for Prototyping
Command R (08-2024)
Stronger community support and better developer experience
Best for Production
Command R (08-2024)
Wider enterprise adoption and proven at scale
by Cohere
- Choose for Quality - Marginally better benchmark scores; both are excellent
- Choose for Cost - 95% 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 R (08-2024) | Gemini 3.1 Pro Preview |
|---|---|---|
| Vision (Image Input)differs | ||
| Function Calling | ||
| Streaming | ||
| JSON Mode | ||
| Reasoningdiffers | ||
| Web Searchdiffers | ||
| Image Output |
Command R (08-2024)
Cohere
Gemini 3.1 Pro Preview
Command R (08-2024) saves you $17.01/month
That's 95% cheaper than Gemini 3.1 Pro Preview 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 R (08-2024) | Gemini 3.1 Pro Preview |
|---|---|---|
| Context Window | 128K | 1.0M |
| Max Output Tokens | 4,000 | 65,536 |
| Open Source | No | No |
| Created | Aug 30, 2024 | Feb 19, 2026 |