Atlas / Models / Cohere / Cohere: Command R7B (12-2024)

Cohere: Command R7B (12-2024)✓ Catalog verified

cohere/command-r7b-12-2024

Command R7B (12-2024) is a small, fast update of the Command R+ model, delivered in December 2024. It excels at RAG, tool use, agents, and similar tasks requiring complex reasoning and multiple steps. Use of this model is subject to Cohere's Usage Policy and SaaS Agreement.

Input price
$0.04 /1M
Output price
$0.15 /1M
Context
128K
Modalities
text
Released
Dec 14, 2024
Tool calling
Atlas signal
81/100
01

Overview

Command R7B (12-2024) is a small, fast update of the Command R+ model, delivered in December 2024. It excels at RAG, tool use, agents, and similar tasks requiring complex reasoning and multiple steps. Use of this model is subject to Cohere's Usage Policy and SaaS Agreement.

Access: available through the official Cohere API. Context window: 128K.

Pricing and metadata from the ModelsAtlas catalog.Last refreshed Aug 5, 2026
02

Specifications

API identifiercohere/command-r7b-12-2024
ProviderCohere
Model typeText LLM
Context window128K catalog
Input modalitiestext
Output modalitiestext
ReleasedDec 14, 2024
TokenizerCohere
ModeratedYes
Architecture modalitytext->text
Supported parameters
frequency_penaltymax_tokenspresence_penaltyresponse_formatseedstopstructured_outputstemperaturetop_ktop_p
Source: provider documentation + catalog feedMethodology →
03

Pricing

Live pricing components for cohere/command-r7b-12-2024 as published in the catalog.

$0.04
Input /1M
$0.15
Output /1M
Per request
Per image
Pricing componentRaw unit priceNormalizedUnit
Prompt tokens$3.75e-8$0.04 / 1MPer input token
Completion tokens$1.5e-7$0.15 / 1MPer output token
Request feeN/AN/APer request
Image feeN/AN/APer image unit
Web search feeN/AN/APer search request
Source: catalog pricing feedCompare all pricing →Cheapest models →
04

Cost calculator

Estimate monthly spend from your own token volumes.

Scale / Volume

Estimated Total Cost

$0.05Calculated from current list pricing in the ModelsAtlas catalog.
05

Capabilities

CapabilityStatusWhat it means
Visual UnderstandingNot advertisedImage and document analysis support
Audio ProcessingNot advertisedSpeech and voice aligned flows
Tool CallingNot advertisedSupports tools / function calling
Self-HostingNot advertisedDeploy outside managed APIs
Derived from catalog capability tags and supported parameters
06

Capability signals

Directional signals derived from model metadata and capability tags — not official benchmark submissions.

Cohere: Command R7B (12-2024)
MMLU Signal (Reasoning)
85signal
Coding Signal (HumanEval proxy)
82signal
Math Signal (GSM8K proxy)
79signal
Science Signal (GPQA proxy)
79signal
Estimated from metadata — not an official benchmark runAll benchmarks →Methodology →
07

Quick start

Call Cohere: Command R7B (12-2024) through an OpenAI-compatible client.

from openai import OpenAI

client = OpenAI(
    base_url="https://openrouter.ai/api/v1",
    api_key="YOUR_API_KEY"
)

response = client.chat.completions.create(
    model="cohere/command-r7b-12-2024",
    messages=[{"role": "user", "content": "Explain quantum physics."}]
)

print(response.choices[0].message.content)
08

Alternatives

Closest models by context window from a different provider.

09

Sources & attribution

Pricing and metadata are maintained in the ModelsAtlas catalog.

Capability bars use metadata tags — directional estimates onlyHow we source and verify data →
10

Frequently asked questions

How much does Cohere: Command R7B (12-2024) cost?

$0.04 per 1M input tokens and $0.15 per 1M output tokens on the official Cohere API.

What is the context window of Cohere: Command R7B (12-2024)?

Cohere: Command R7B (12-2024) supports up to 128K tokens of context.

Does Cohere: Command R7B (12-2024) support tool / function calling?

Cohere: Command R7B (12-2024) does not advertise first-class tool/function calling. Check vendor docs for the latest capabilities.

How do I access Cohere: Command R7B (12-2024)?

Use the official Cohere API with the model id `cohere/command-r7b-12-2024`. See the Quick start section above for code examples.