Head-to-Head Model Comparison

Command A Translate vs Command A Vision

Benchmarks, API Token Pricing, Context Window & Speed Comparison

GetInfoUs araştırma ekibi tarafından incelendiSon inceleme: October 2026Yayın ilkeleri

Paylaş

İstediğiniz Modelleri Seçin ve Karşılaştırın

Select any AI models from our verified benchmark database to generate live side-by-side matrices.

Command A TranslateProfile

Command A VisionProfile

Multi-Model Arena Stack:

5-Model Matrix Workbench

Popular Matchups:

Cohere

Command A Translate

Hafif ve Ekonomik Model

Cohere tarafından geliştirilen Command A Translate; token başına maksimum maliyet verimliliği ve hızlı üretim çıkarımı için tasarlanmış olup 8K bağlam penceresi, 130 token/sn hız, 40/100 zeka indeksi ve 1M token başına $0.2/$0.4 fiyatlandır

Intelligence Index40 / 100

Input Token:

$0.20 / 1M

Output Token:

$0.40 / 1M

Context Window:

8.2K tokens

SWE-bench Verified:

N/A

Cohere

Command A Vision

Yerel Çok Modlu Yapay Zeka

Cohere tarafından geliştirilen Command A Vision; yerel çok modlu metin ve görsel anlama ile karmaşık belge analizi için tasarlanmış olup 128K bağlam penceresi, 65 token/sn hız, 53/100 zeka indeksi ve 1M token başına $2.5/$10 fiyatlandırma s

Intelligence Index53 / 100

Input Token:

$2.50 / 1M

Output Token:

$10.00 / 1M

Context Window:

128K tokens

SWE-bench Verified:

45%

Bir Bakışta Temel Farklar

Command A Translate is 18.9x cheaper for API usage (input + output tokens combined).
Command A Vision has a larger context window (128K vs 8K tokens).
Command A Translate is faster at 130 tok/s vs 65 tok/s.

Need definitions for token pricing, context, or benchmarks?Explore AI Glossary →

Feature	Command A Translate	Command A Vision
Intelligence Index Composite reasoning & knowledge score (0-100)	40	53
Provider	Cohere	Cohere
Input Price Cost per million input tokens	$0.20 / 1M	$2.50 / 1M
Output Price Cost per million output tokens	$0.40 / 1M	$10.00 / 1M
Blended Price Weighted 7:2:1 cache:input:output per 1M	$0.11 / 1M	$2.02 / 1M
Context Window Maximum input + output tokens	8.2K tokens~12 A4 pages of text	128K tokens~192 A4 pages of text
Max Output Tokens Per single request	4K	16K
Throughput Speed Tokens generated per second	130 tok/s	65 tok/s
SWE-bench Verified Real-world software engineering	N/A	45%
GPQA Diamond Graduate-level reasoning	N/A	62.5%
Cached Input Price Prompt caching discount per 1M tokens	$0.05 / 1M	$0.75 / 1M

Hangi Alanda Kim Kazanıyor?

At-a-glance decision framework

Coding

Evaluations ongoing

Cost

Command A Translate

18.9x cheaper monthly runtime

Speed

Command A Translate

+100% faster generation

Context

Command A Vision

128K tokens window

Doğrulanmış Benchmark Puanları

Official evaluation metrics verified by independent third-party research labs.

Command A TranslateCommand A Vision

SWE-bench Verified (Autonomous Coding)

Industry benchmark evaluating real-world GitHub issue resolution and multi-file debugging.

N/Avs45%

GPQA Diamond (Doctorate-Level Science & Math)

Challenging questions created by domain experts to test complex PhD-level reasoning.

N/Avs62.5%

MMLU-Pro (Multi-task Language Understanding)

Hardened reasoning and academic knowledge benchmark with reduced lucky-guess probability.

68%vs81.5%

LMSYS Chatbot Arena Elo

Crowdsourced human preference evaluation based on blind, head-to-head model battles.

1235ptsvs1345pts

Terminal-Bench (Agentic Coding & Terminal Use)

Autonomous multi-step tasks executed inside a real command-line terminal environment.

N/Avs41%

Long-Context Reasoning

Accuracy when reasoning over very large inputs that fill the model context window.

N/Avs83%

Generation Speed (Throughput)

Tokens emitted per second during active generation streaming.

130 tok/s vs65 tok/s

Gecikme Süresi ve Yanıt Hızı

Time to first token (TTFT) and estimated end-to-end response time for a typical 500-token response.

Time to First Token (TTFT)Lower is better

Command A Translate0.32s

Command A Vision0.55s

Est. End-to-End Response (500 tokens)TTFT + generation time

Command A Translate4.17s

Command A Vision8.24s

Gerçek Zamanlı Token Maliyet Simülatörü

Adjust sliders to calculate projected monthly cloud API spending with prompt caching discounts.

Daily Input Tokens100K / day

10K500K1M

Daily Output Tokens30K / day

5K150K300K

Prompt Cache Hit Ratio50% cached

0% (Cold)50%90% (Warm)

Command A Translate Monthly API Bill

$0.74 / month

$0.2/1M in · $0.4/1M out

Command A Vision Monthly API Bill

$13.88 / month

$2.5/1M in · $10/1M out

Command A Translate saves approximately $13.14 / month (95%) under this workload.18.9x Savings

Command A Translate · Strengths & Key Advantages

8K bağlam penceresi ve yanıt başına maksimum 4K çıktı tokenı kapasitesi (MMLU-Pro 68% · Arena Elo 1235)
Sadece 320 ms ilk token gecikmesi (TTFT) ile saniyede 130 token yüksek üretim hızı
vLLM, SGLang veya Ollama üzerinden yerel GPU sunucularında barındırılabilen açık ağırlıklı mimari (Confidential (~14B))

Considerations & Trade-offs

Tam hassasiyette yerel GPU çıkarımı için yeterli VRAM kapasitesine sahip donanım altyapısı gerektirir
Çok karmaşık akademik ve bilimsel çıkarımlarda üst düzey ağır akıl yürütme modelleri daha derin sonuçlar verebilir

Command A Vision · Strengths & Key Advantages

128K bağlam penceresi ve yanıt başına maksimum 16K çıktı tokenı kapasitesi (SWE-bench Verified 45% · GPQA Diamond 62.5%)
Sadece 550 ms ilk token gecikmesi (TTFT) ile saniyede 65 token yüksek üretim hızı
vLLM, SGLang veya Ollama üzerinden yerel GPU sunucularında barındırılabilen açık ağırlıklı mimari (Confidential (~110B+))

Considerations & Trade-offs

Tam hassasiyette yerel GPU çıkarımı için yeterli VRAM kapasitesine sahip donanım altyapısı gerektirir
Yüksek hacimli üretim trafiğinde maliyetleri optimize etmek için Prompt Caching ve Batch API kullanımı önerilir

Token Use & Task Economics

Estimated cost and token consumption to complete one representative agentic task.

Metric	Command A Translate	Command A Vision
Cost per Task Estimated USD to finish one task	$0.04	$0.80
Output Tokens / Task Tokens generated per task	15K	38K
Reasoning Tokens / Task Thinking tokens burned per task	0K	0K

Teknik Özellikler

Architecture, release timeline, capabilities, and modalities.

Feature	Command A Translate	Command A Vision
Official API Model ID (SDK)	command-a-translate	command-a-vision
API Protocol	OpenAI-Compatible REST / vLLM / SGLang / HuggingFace TGI	OpenAI-Compatible REST / vLLM / SGLang / HuggingFace TGI
Release Date	2025-08	2025-07
Knowledge Cutoff	June 2025	May 2025
Architecture	Specialized Enterprise Neural Translation Transformer	Enterprise Multimodal Agent Transformer
Parameters	Confidential (~14B)	Confidential (~110B+)
Enterprise Rate Limits (RPM / TPM)	Unlimited (Hardware-bound on self-hosted GPU) / 10,000 RPM Cloud · Unlimited local throughput / 10M+ TPM Managed Cloud	Unlimited (Hardware-bound on self-hosted GPU) / 10,000 RPM Cloud · Unlimited local throughput / 10M+ TPM Managed Cloud
Long-Context Tier (>128K/200K)	Flat rate ($0.2/1M in) across full 8K window	Flat rate ($2.5/1M in) across full 128K window
Prompt Cache Policy & TTL	Cached input at $0.05/1M tokens	Cached input at $0.75/1M tokens
Computer Use / GUI Agent	API / CLI Tool-Use & DOM Agent ready (no raw pixel desktop click loop)	API / CLI Tool-Use & DOM Agent ready (no raw pixel desktop click loop)
MCP & Parallel Tool Calling	Native MCP Client/Server ready · Parallel function calling · 100% Strict JSON Schema	Native MCP Client/Server ready · Parallel function calling · 100% Strict JSON Schema
Web Search Grounding & Sandbox	Supported via external Tavily/Exa Search & E2B/Docker Sandbox tools	Supported via external Tavily/Exa Search & E2B/Docker Sandbox tools
Official Fine-Tuning Support	Full Weights SFT, LoRA, QLoRA, DPO & GRPO RL (Unsloth / Axolotl / Llama-Factory)	Full Weights SFT, LoRA, QLoRA, DPO & GRPO RL (Unsloth / Axolotl / Llama-Factory)
Multimodal Token Billing	Text BPE (~4 chars/token)	Text BPE (~4 chars/token) · Vision (~258–765 tokens per image tile)
Quantization & Min GPU VRAM	BF16 / FP16, FP8 Dynamic, INT4 AWQ / GPTQ, GGUF (Q4_K_M / Q8_0) · 9 GB VRAM (4-bit Quantized) · 30 GB VRAM (Native BF16)	BF16 / FP16, FP8 Dynamic, INT4 AWQ / GPTQ, GGUF (Q4_K_M / Q8_0) · 68 GB VRAM (4-bit Quantized) · 237 GB VRAM (Native BF16)
Safety & Frontier Classification	Open-Weights System Card + Customizable Guardrail Layer (Llama Guard / ShieldGemma)	Open-Weights System Card + Customizable Guardrail Layer (Llama Guard / ShieldGemma)
Enterprise Compliance (ZDR/HIPAA/SOC2)	100% Air-Gapped On-Premises / Private VPC · Full HIPAA, GDPR & SOC2 Control	100% Air-Gapped On-Premises / Private VPC · Full HIPAA, GDPR & SOC2 Control
Input Modalities	text	text, vision
Output Modalities	text	text

Command A Translate vs Command A Vision: Hızlı Yanıtlar (SSS)

Which is more intelligent, Command A Translate or Command A Vision?

Command A Vision is more intelligent. It scores 53 compared with 40 on the composite Intelligence Index.

Which model is faster?

Command A Translate is faster, generating 130 tokens per second compared with 65 tokens per second.

Which model is cheaper to run?

Command A Translate is cheaper at $0.11 per 1M tokens blended, compared with $2.02 (7:2:1 cache:input:output ratio).

Which model has lower latency?

Command A Translate has lower latency, with a time to first token of 0.32s compared with 0.55s.

Which model has a larger context window?

Command A Vision has a larger context window, supporting 128K tokens compared with 8.2K tokens.

Sonuç

Hem Command A Translate (token başına maksimum maliyet verimliliği ve hızlı üretim çıkarımı, kurumsal RAG mimarileri ve ölçeklenebilir üretim API entegrasyonları için idealdir.) hem de Command A Vision (yerel çok modlu metin ve görsel anlama ile karmaşık belge analizi, kurumsal RAG mimarileri ve ölçeklenebilir üretim API entegrasyonları için idealdir.) güçlü üretim seçenekleridir: Command A Vision karmaşık akıl yürütme ve kodlama testlerinde öne çıkarken, Command A Translate daha yüksek üretim hızı sağlar; Command A Translate ise yüksek hacimli API kullanımlarında daha ekonomiktir.

Sıkça Sorulan Sorular (SSS)

Kodlama ve akıl yürütme için Command A Translate mi yoksa Command A Vision mi daha iyi?+

Bileşik zeka endeksi ve yazılım testlerinde Command A Vision önde yer alıyor. Detaylı karşılaştırma için yukarıdaki SWE-bench ve GPQA tablolarına göz atabilirsiniz.

Command A Translate ve Command A Vision API fiyatları nasıl karşılaştırılır?+

Command A Translate 1M giriş/çıkış tokeni başına $0.20 / $0.40 ücretlendirilirken, Command A Vision $2.50 / $10.00 seviyesindedir. Karma maliyette Command A Translate daha avantajlıdır.

Hangi modelin bağlam penceresi daha geniş ve hızı daha yüksek?+

Command A Translate 8.2K token bağlam penceresi sunarken Command A Vision 128K token kapasiteye sahiptir. Saniyedeki token üretim hızında ise Command A Translate öndedir.

AI Terminology & Guide

Explore Glossary →

Understand key metrics like context window, token pricing, reasoning mode, and SWE-bench scores in our comprehensive AI glossary.

Tokens & Pricing Context Window AI Benchmarks Reasoning Models Tool Calling Model Context Protocol (MCP)

Command A Translate vs Command A Vision

İstediğiniz Modelleri Seçin ve Karşılaştırın

Command A Translate

Command A Vision

Hangi Alanda Kim Kazanıyor?

Doğrulanmış Benchmark Puanları

Gecikme Süresi ve Yanıt Hızı

Gerçek Zamanlı Token Maliyet Simülatörü

Command A Translate · Strengths & Key Advantages

Considerations & Trade-offs

Command A Vision · Strengths & Key Advantages

Considerations & Trade-offs

Token Use & Task Economics

Teknik Özellikler

Command A Translate vs Command A Vision: Hızlı Yanıtlar (SSS)

Sonuç

Sıkça Sorulan Sorular (SSS)

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