GPT-4 1106 Preview: Complete Benchmark Performance Guide

openai 4-1106-preview 2023-11-06 Proprietary

In-depth analysis of GPT-4 1106 Preview performance on MMLU, HumanEval, GSM8K, MATH, BBH benchmarks, including pricing and use cases.

Key Specifications

Vendoropenai
Version4-1106-preview
Release Date2023-11-06
Context Window128000 tokens
Input Modalitiestext
Output Modalitiestext
LicenseProprietary
Documentationhttps://platform.openai.com/docs/models

Benchmark Performance

BenchmarkScoreUnitEvaluated AtNotesSource
MMLU81.8%2023-11-065-shotview
HUMANEVAL83.7pass@12023-11-06—view
GSM8K85.4%2023-11-060-shot CoTview
MATH52.1%2023-11-060-shot CoTview
BBH80%2023-11-063-shot CoTview
GPQA36.2%2023-11-060-shotview
IFEVAL73.9%2023-11-06prompt_strictview
ARC94.3%2023-11-06challengeview
MUSR58.4%2023-11-060-shotview
WINOGRANDE82%2023-11-060-shotview

Pricing

TierPriceCurrency
Input$10 / MtokUSD
Output$30 / MtokUSD
Cache Read$0 / MtokUSD
Cache Write$0 / MtokUSD

Source: https://openai.com/api/pricing/ · as of 2023-11-06

Compliance

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

GPT-4 1106 Preview

Descripción del modelo

OpenAI GPT-4 1106 预览版, 128K 上下文, 改进函数调用与 JSON 模式, 适合结构化输出任务。

Especificaciones principales

ProveedorVersiónFecha de lanzamientoVentana de contextoModalidades de entradaModalidades de salidaLicencia
Openai4-1106-preview2023-11-06128KtexttextProprietary

Rendimiento en benchmarks

BenchmarkPuntuaciónUnidadNotas
MMLU (Massive Multitask Language Understanding)81.8%5-shot
HumanEval83.7pass@1—
GSM8K (Grade School Math 8K)85.4%0-shot CoT
MATH52.1%0-shot CoT
BBH (BIG-Bench Hard)80.0%3-shot CoT
GPQA36.2%0-shot
IFEval73.9%prompt_strict
ARC94.3%challenge
MUSR58.4%0-shot
WinoGrande82.0%0-shot

Precios

EntradaSalidaLectura cachéEscritura caché
————

por millón de tokens

Fortalezas

  • MMLU score 81.8, strong knowledge reasoning.
  • HumanEval 83.7, excellent code generation.
  • GSM8K 85.4, robust math reasoning.
  • 上下文窗口 128K，支持长文本。

Debilidades

  • 闭源专有模型，不支持自托管。

Casos de uso

  • 代码生成与调试
  • 长文档摘要
  • Agent 工作流与工具调用

Referencias