NOVA vs Amp (2026)

NOVA

by Bridgeye

Amp

by Sourcegraph

Pros

• ✓NOVA's self-healing execution loop automatically detects runtime failures, analyzes tracebacks, identifies the failing file, and proposes fixes including missing dependency installation, reducing the manual debug cycle that typically requires copying errors between a terminal and an AI chat window.
• ✓The free tier includes 40,000 tokens per day with 25 healer runs and 25 janitor runs, enough for individual developers to evaluate the tool on real projects before committing to a paid plan starting at $14/month.
• ✓Installation is frictionless via pip, npm, or native macOS and Windows installers with no account required to start, and the privacy policy confirms that user code is not stored on Bridgeye's servers and is not used to train AI models.

Limitations

• ⚠NOVA's GitHub repository has only 3 stars, 3 commits, and 0 forks, indicating extremely early-stage development with no meaningful community adoption, no contributor ecosystem, and significant risk that the project may not be actively maintained long-term.
• ⚠Integration depth is terminal-only with no IDE plugins for VS Code or JetBrains, no MCP support, no team collaboration features, and no integrations marketplace, limiting NOVA to solo developers comfortable working entirely in the CLI.
• ⚠The self-healing loop handles single-file errors and dependency resolution but lacks the deep multi-file contextual reasoning, codebase-wide refactoring, and pull request automation that more mature alternatives like Cursor, Claude Code, and GitHub Copilot provide at comparable or lower price points.

Pros

• ✓Frontier-first design with unfettered token and tool access: Amp optimizes for output quality rather than minimizing cost, running multi-step threads, subagents, and remote agents that users frequently rate above Claude Code, OpenAI Codex, and Cursor.
• ✓Transparent pay-as-you-go pricing with zero markup: individuals and non-enterprise workspaces pay only pass-through LLM and tool costs from a $5 minimum, with an Amp Free tier and no subscription or commitment.
• ✓Meets developers in place across CLI, VS Code, Cursor, and Windsurf with MCP client support and a plugin system: no new UI to learn, and agents extend through local or remote MCP servers and custom subagents.

Limitations

• ⚠Usage-based pricing makes spend less predictable than per-seat subscriptions: because Amp deliberately spends tokens freely for better results, costs scale with consumption and heavy multi-agent use can add up quickly.
• ⚠Proprietary with no open-source or self-hosted edition: teams wanting a forkable, auditable agent they run on their own infrastructure cannot use Amp, unlike open-source alternatives.
• ⚠Terminal-centric with thin non-G2 signal: Amp is strongest for developers comfortable in the CLI, and independent validation outside its 91 G2 reviews (for example Product Hunt) remains limited for a product this new.