Grok-2 Mini: Complete Benchmark Performance Guide

xai 2-mini 2024-08-13 Proprietary

In-depth analysis of Grok-2 Mini performance on MMLU, HumanEval, GSM8K, MATH, BBH benchmarks, including pricing and use cases.

Key Specifications

Vendorxai
Version2-mini
Release Date2024-08-13
Context Window131072 tokens
Input Modalitiestext
Output Modalitiestext
LicenseProprietary
Documentationhttps://docs.x.ai/

Benchmark Performance

Benchmark Score Unit Evaluated At Notes Source
MMLU 80.6 % 2024-08-13 5-shot view
HUMANEVAL 77.9 pass@1 2024-08-13 — view
GSM8K 83.6 % 2024-08-13 0-shot CoT view
MATH 45.1 % 2024-08-13 0-shot CoT view
BBH 74.6 % 2024-08-13 3-shot CoT view
GPQA 31.7 % 2024-08-13 0-shot view
IFEVAL 73.5 % 2024-08-13 prompt_strict view
ARC 92.2 % 2024-08-13 challenge view
MUSR 51.4 % 2024-08-13 0-shot view
WINOGRANDE 84.7 % 2024-08-13 0-shot view

Pricing

Tier Price Currency
Input$0.1 / MtokUSD
Output$0.4 / MtokUSD
Cache Read$0 / MtokUSD
Cache Write$0 / MtokUSD

Source: https://x.ai/api · as of 2024-08-13

Compliance

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

Grok-2 Mini

Model Overview

xAI Grok-2 Mini 经济型模型, 131K 上下文, 速度快成本低, 适合实时对话与高吞吐场景。

Core Specifications

Vendor Version Release Date Context Window Input Modalities Output Modalities License
Xai 2-mini 2024-08-13 131K text text Proprietary

Benchmark Performance

Benchmark Score Unit Notes
MMLU (Massive Multitask Language Understanding) 80.6 % 5-shot
HumanEval 77.9 pass@1 —
GSM8K (Grade School Math 8K) 83.6 % 0-shot CoT
MATH 45.1 % 0-shot CoT
BBH (BIG-Bench Hard) 74.6 % 3-shot CoT
GPQA 31.7 % 0-shot
IFEval 73.5 % prompt_strict
ARC 92.2 % challenge
MUSR 51.4 % 0-shot
WinoGrande 84.7 % 0-shot

Pricing

Input Output Cache Read Cache Write
— — — —

per million tokens

Strengths

  • MMLU score 80.6, strong knowledge reasoning.

Weaknesses

  • Proprietary, not self-hostable.

Use Cases

  • Code generation and debugging

References