Command A Reasoning vs OpenVLA 7B
At a Glance
| Compare |  Command A ReasoningCohere |  OpenVLA 7BOpenVLA Research Team |
|---|---|---|
| Pricing and Limits | ||
| Context windowMaximum documented tokens | 256K | Not reported |
| Model facts checked | Sep 3, 2026View model evidence → | Aug 29, 2026View model evidence → |
Available Benchmarks
Side-by-Side Facts
| Field | Command A Reasoning | OpenVLA 7B |
|---|---|---|
| Developer | Cohere | OpenVLA Research Team |
| Family | Command A | OpenVLA |
| Model | Command A Reasoning | OpenVLA 7B |
| Version | Command A Reasoning | 7B |
| Lifecycle | active | active |
| Released | 2025-08-21 | 2024-06-13 |
| Knowledge cutoff | 2024-06-01 | Unknown |
| Input modalities | Text | Text, Image, Robot state |
| Output modalities | Text | Robot action |
| Context window | 256K | Unknown |
| Total parameters | 111B | 7B |
| Active parameters | Unknown | Unknown |
| License | Unknown | Unknown |
| Open weights | No | Yes |
| API available | Yes | No |
| Self-hostable | No | Yes |
| Provider access | Cohere (Standard) | Unknown |
| Capabilities | agents, chat, citations, reasoning, rag, structured_outputs, tools | cross-embodiment, fine-tuning, generalist-manipulation |
| Robotics model type | Unknown | Vision-language-action model |
| Action representation | Unknown | Tokenized actions decoded to continuous robot controls |
| Control architecture | Unknown | Fused SigLIP and DINOv2 visual encoder with Llama 2 7B backbone |
| Inference location | Unknown | Flexible |
| Native control rate (Hz) | Unknown | Unknown |
| Supported embodiments | Unknown | WidowX, Google Robot, Franka Panda |
| Training data | Unknown | 970,000 robot manipulation trajectories from Open X-Embodiment described by the authors. |
Command A Reasoning Capabilities
OpenVLA 7B Capabilities
Related Comparisons
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|---|---|---|---|
Command A ReasoningCohere | vs |  GPT-6 AstraOpenAI | cross-developer peerstext |
Claude Fable 5.1Anthropic | vs | Command A ReasoningCohere | cross-developer peerstext |
Command A ReasoningCohere | vs |  Gemini 3.1 ProGoogle DeepMind | cross-developer peerstext |
Command A ReasoningCohere | vs |  DeepSeek-V4.1-FlashDeepSeek | cross-developer peerstext |
Command A ReasoningCohere | vs | Grok 4.6xAI | cross-developer peerstext |
Command A ReasoningCohere | vs |  Qwen3.8-MaxQwen | cross-developer peerstext |
Command A ReasoningCohere | vs |  Kimi-K3Moonshot AI | cross-developer peerstext |
 MiniMax-M3MiniMax | vs | Command A ReasoningCohere | cross-developer peerstext |
Command A ReasoningCohere | vs |  GLM-5.3Z.ai | cross-developer peerstext |
Command A ReasoningCohere | vs |  Hy4 previewTencent | cross-developer peerstext |
Seed 2.1 ProByteDance Seed | vs | Command A ReasoningCohere | cross-developer peerstext |
Command A ReasoningCohere | vs |  Mistral Large 3Mistral AI | cross-developer peerstext |
Primary Evidence
Sources and Freshness
Questions
Command A Reasoning vs OpenVLA 7B FAQs
Is Command A Reasoning or OpenVLA 7B better for coding?+
This comparison does not currently contain a protocol-matched coding benchmark for both Command A Reasoning and OpenVLA 7B, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.
Which is cheaper, Command A Reasoning or OpenVLA 7B?+
Neither model has a directly sourced input price in this comparison. Neither model has a directly sourced output price in this comparison.
Which has a larger context window, Command A Reasoning or OpenVLA 7B?+
Neither model has a larger sourced context window in this comparison. Command A Reasoning is 256K and OpenVLA 7B is —.
Which performs better in benchmarks, Command A Reasoning or OpenVLA 7B?+
There is no overall benchmark winner: At least two independently verified, protocol-matched benchmarks are required for an overall winner.
Can Command A Reasoning or OpenVLA 7B be self-hosted?+
OpenVLA 7B is the only model in this pair currently marked as self-hostable. Command A Reasoning is not marked open weight; OpenVLA 7B is open weight.
Can Command A Reasoning and OpenVLA 7B understand images?+
Command A Reasoning is not documented with image input; OpenVLA 7B is documented with image input. This reflects supported input modalities, not vision quality.
Which can generate longer answers, Command A Reasoning or OpenVLA 7B?+
Neither has a larger sourced maximum output. Command A Reasoning is 32K and OpenVLA 7B is —.
Do Command A Reasoning and OpenVLA 7B support reasoning and tool use?+
Command A Reasoning: reasoning and tool calling. OpenVLA 7B: image input. Feature support does not establish relative quality.
Which is available from more inference providers, Command A Reasoning or OpenVLA 7B?+
Command A Reasoning has 1 sourced provider route; OpenVLA 7B has 0, so Command A Reasoning has broader tracked availability.
Which offers better value, Command A Reasoning or OpenVLA 7B?+
There is no universal value winner. Compare the input and output prices above with the matched benchmark result for your workload: cheaper tokens can be offset by different quality, token usage, latency, or provider availability.