# GitHub Copilot Review & Benchmarks (2026): Price, Context, Specs | Alher Tech

> GitHub Copilot by GitHub / Microsoft: benchmarks, pricing, context window, strengths and use cases. Data from official benchmark sources.

- Canonical page: https://alhertech.com/en/ai-comparison/github-copilot/
- Site: Alher Tech (custom software, AI agents and SEO engineering, https://alhertech.com/)
- Contact: https://alhertech.com/en/contact/

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Last updated: April 22, 2026

## Specs

- **Vendor**: GitHub / Microsoft
- **Released**: June 21, 2022
- **Context window**: 128K tokens
- **Input**: $0 / M tokens
- **Output**: $0 / M tokens

## Benchmarks

- **mmlu**: 86.7
- **gpqa**: 55.1
- **humanEval**: 89.9
- **arenaElo**: 1351
- **sweBench**: 55
- **sweBenchPro**: 45
- **liveCodeBench**: 70
- **aiderPolyglot**: 70
- **terminalBench**: 35
- **mmluPro**: 80
- **hle**: 12
- **aime**: 80
- **math500**: 90

## Strengths

- Deepest IDE integration on the market: frictionless for enterprise dev teams on VS Code / JetBrains
- Flat per-seat billing simplifies budgeting on B2B SaaS projects
- Passes most enterprise security reviews out of the box (SSO, SAML, audit log)

## Weaknesses

- Not a raw model: you cannot call its API to power your own SaaS features
- Agent autonomy is narrower than Claude Code or Codex CLI: less useful for zero-to-one MVP builds
- Enterprise plan is gated for the best models and admin controls

## Best for

- Mature SaaS engineering teams already on GitHub Enterprise
- Corporations that need predictable per-seat pricing across 50+ developers
- B2B customers who require SOC 2, SSO and single-vendor procurement

[Compare with other AI models](https://alhertech.com/en/ai-comparison/)