Command A Vision vs Command A Reasoning vs GPT-5 Chat
GPT-5 Chat comes out ahead, 34 to 27 and 22 on our weighted score, and it is the cheaper option too.
Cohere
Command A Vision
22/100- ECI—
- Price$2.50 / $10.00
- Context128K
Cohere
Command A Reasoning
27/100- ECI—
- Price$2.50 / $10.00
- Context256K
- Our pick
OpenAI
GPT-5 Chat
34/100- ECI—
- Price$1.25 / $10.00
- Context400K
GPT-5 Chat is our pick
GPT-5 Chat is the better all-round choice, scoring 34/100 against Command A Reasoning (27) and Command A Vision (22). It leads on price, inputs & features and context window. The score weighs price 50%, inputs & features 30%, context window 20%. None of the shared benchmarks cover every model here yet, so capability is left out of this verdict.
- CapabilityNot enough dataNo independent benchmark covers every model here yet
- Lowest priceGPT-5 ChatGPT-5 Chat $3.44 · Command A Vision $4.38 · Command A Reasoning $4.38 per 1M tokens (3:1 blend)
- Longest contextGPT-5 ChatGPT-5 Chat 400,000 · Command A Reasoning 256,000 · Command A Vision 128,000 tokens
- Widest inputsCommand A Vision and GPT-5 ChatCommand A Vision: Text, Images · Command A Reasoning: Text · GPT-5 Chat: Text, Images
- Self-hostingCommand A Vision and Command A ReasoningPublishes downloadable weights
| Measure | Weight | Command A Vision | Command A Reasoning | GPT-5 Chat |
|---|---|---|---|---|
| Price | 50% | 19 | 19 | 24 |
| Inputs & features | 30% | 25 | 35 | 45 |
| Context window | 20% | 24 | 36 | 44 |
| Overall | 100% | 22/100 | 27/100 | 34/100 |
Left out because at least one model lacks the data: capability. The remaining weights were rescaled.
Every spec in one table
Highlighted cells lead their row. Dashes mean the data is not published.
| Specification | |||
|---|---|---|---|
| Capability | |||
| Capabilities Index (ECI) | — | — | — |
| ECI rank | — | — | — |
| Price per million tokens | |||
| Input | $2.50 | $2.50 | $1.25 (best) |
| Output | $10.00 | $10.00 | $10.00 |
| Cached input | — | — | — |
| Blended (3:1) | $4.38 | $4.38 | $3.44 (best) |
| Long-context rate | Same rate | Same rate | Same rate |
| Price source | Official Cohere API | Official Cohere API | Median of 2 providers |
| Limits | |||
| Context window | 128,000 tokens | 256,000 tokens | 400,000 tokens (best) |
| Max output | 8,000 tokens | 32,000 tokens | 128,000 tokens (best) |
| Inputs and features | |||
| Text | Yes | Yes | Yes |
| Images | Yes | No | Yes |
| PDFs | No | No | No |
| Audio | No | No | No |
| Video | No | No | No |
| Reasoning | No | Yes | Yes |
| Tool calling | No | Yes | No |
| Structured output | No | No | Yes |
| Availability | |||
| Weights | Open | Open | Proprietary |
| API model ID | command-a-vision-07-2025 | command-a-reasoning-08-2025 | — |
| API providers | 1 | 3 (best) | 2 |
| Released | Jul 31, 2025 | Aug 21, 2025 | Aug 7, 2025 |
| Knowledge cutoff | Jun 1, 2024 | Jun 1, 2024 | Sep 30, 2024 |
What would a month cost?
Enter your expected volume in millions of tokens. List prices only; caching and batch discounts would lower these.
Command A Vision$45.00
Command A Reasoning$45.00
GPT-5 Chat$32.50
Which should you choose?
Which is better: Command A Vision, Command A Reasoning or GPT-5 Chat?
GPT-5 Chat is the better all-round choice, scoring 34/100 against Command A Reasoning (27) and Command A Vision (22). It leads on price, inputs & features and context window. The score weighs price 50%, inputs & features 30%, context window 20%. None of the shared benchmarks cover every model here yet, so capability is left out of this verdict.
Which is cheaper, Command A Vision, Command A Reasoning or GPT-5 Chat?
GPT-5 Chat is cheaper at $1.25 input / $10.00 output per million tokens (median across 2 API providers). Command A Vision costs $2.50 input / $10.00 output per million tokens (official Cohere API price); Command A Reasoning costs $2.50 input / $10.00 output per million tokens (official Cohere API price). At a typical mix of three input tokens to one output token, that is $3.44 per million tokens for GPT-5 Chat versus $4.38 for Command A Vision (1.3× as much) and $4.38 for Command A Reasoning (1.3× as much).
Which scores higher on benchmarks?
There is no independent benchmark that covers all three models yet. Command A Vision has not been scored yet, Command A Reasoning has not been scored yet and GPT-5 Chat has not been scored yet.
Which is better for coding?
There are no published SWE-bench Verified results for Command A Vision, Command A Reasoning and GPT-5 Chat yet, so there is no like-for-like coding score. Test both on a sample of your own tasks. Note that Command A Vision and GPT-5 Chat does not support tool calling, which most coding agents need.
Which has the bigger context window?
GPT-5 Chat has the largest context window at 400,000 tokens, against 256,000 for Command A Reasoning and 128,000 for Command A Vision. Maximum output per response: Command A Vision up to 8,000, Command A Reasoning up to 32,000, GPT-5 Chat up to 128,000 tokens.
Which can read images, PDFs, audio or video?
Command A Vision accepts text and images; Command A Reasoning accepts text; GPT-5 Chat accepts text and images. Command A Vision handles the widest range of inputs.
Are any of these open source?
Command A Vision and Command A Reasoning publishes its weights and can be self-hosted; GPT-5 Chat is proprietary.
Which is newer?
Command A Reasoning is the newest, released Aug 21, 2025. GPT-5 Chat came out Aug 7, 2025; Command A Vision came out Jul 31, 2025. Knowledge cutoff: Command A Vision Jun 1, 2024, Command A Reasoning Jun 1, 2024, GPT-5 Chat Sep 30, 2024.
How do you decide the winner?
Each model gets a 0–100 score on capability (50%, independent benchmark results); price (25%, blended price per million tokens (3 input : 1 output), log scale); inputs & features (15%, image, PDF, audio and video input, tool calling, structured output and reasoning); context window (10%, maximum tokens per request, log scale). Dimensions missing for any model are dropped and the remaining weights rescaled, so every model is judged on the same evidence. Specs and prices come from public model listings and the labs’ own API pages; capability scores come from independent benchmark runs. Data updated Oct 4, 2026.