Command R (08-2024): Complete Benchmark Performance Guide

cohere r08-2024 2024-08-13 CC-BY-NC-4.0

In-depth analysis of Command R (08-2024) performance on MMLU, HumanEval, GSM8K, MATH, BBH benchmarks, including pricing and use cases.

Key Specifications

Vendorcohere
Versionr08-2024
Release Date2024-08-13
Context Window128000 tokens
Input Modalitiestext
Output Modalitiestext
LicenseCC-BY-NC-4.0
Documentationhttps://docs.cohere.com/docs

Benchmark Performance

Benchmark Score Unit Evaluated At Notes Source
MMLU 77.8 % 2024-08-13 5-shot view
HUMANEVAL 73.6 pass@1 2024-08-13 — view
GSM8K 83.7 % 2024-08-13 0-shot CoT view
MATH 47.1 % 2024-08-13 0-shot CoT view
BBH 78.8 % 2024-08-13 3-shot CoT view
GPQA 44.6 % 2024-08-13 0-shot view
IFEVAL 70.3 % 2024-08-13 prompt_strict view
ARC 94.4 % 2024-08-13 challenge view
MUSR 49.1 % 2024-08-13 0-shot view
WINOGRANDE 79.3 % 2024-08-13 0-shot view

Pricing

Tier Price Currency
Input$0.15 / MtokUSD
Output$0.6 / MtokUSD
Cache Read$0 / MtokUSD
Cache Write$0 / MtokUSD

Source: https://cohere.com/pricing · as of 2024-08-13

Compliance

  • Data Residency: US
  • SOC2: ✓
  • HIPAA: ✗
  • GDPR: ✓
  • ISO 27001: ✓

Command R (08-2024)

Model Overview

Cohere Command R 08-2024 版本, 128K 上下文, 改进 RAG 与工具调用能力, 支持结构化输出。

Core Specifications

Vendor Version Release Date Context Window Input Modalities Output Modalities License
Cohere r08-2024 2024-08-13 128K text text CC-BY-NC-4.0

Benchmark Performance

Benchmark Score Unit Notes
MMLU (Massive Multitask Language Understanding) 77.8 % 5-shot
HumanEval 73.6 pass@1 —
GSM8K (Grade School Math 8K) 83.7 % 0-shot CoT
MATH 47.1 % 0-shot CoT
BBH (BIG-Bench Hard) 78.8 % 3-shot CoT
GPQA 44.6 % 0-shot
IFEval 70.3 % prompt_strict
ARC 94.4 % challenge
MUSR 49.1 % 0-shot
WinoGrande 79.3 % 0-shot

Pricing

Input Output Cache Read Cache Write
— — — —

per million tokens

Strengths

  • Enterprise-grade compliance.

Weaknesses

  • Proprietary, not self-hostable.

Use Cases

  • Code generation and debugging
  • Enterprise customer support

References