AI tool comparison
Eyeball vs free-claude-code
Which one should you ship with? Here is the side-by-side panel verdict, pricing read, reviewer split, and community vote comparison.
Developer Tools
Eyeball
Inline screenshots with every AI claim — hallucination's paper trail
75%
Panel ship
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Community
Free
Entry
Eyeball is an indie tool that fights AI hallucination in document analysis by embedding inline screenshots of the actual source passages alongside each AI-generated claim. When you analyze a PDF or document with Eyeball, the output is a Word doc where every statement has a highlighted screenshot of the precise text it came from — because screenshots are harder to hallucinate than quotes. The tool emerged from a simple observation: AI systems routinely fabricate citations and misquote sources, and quote-only verification still requires humans to manually hunt down the original text. Eyeball short-circuits that by attaching the visual evidence directly to each claim in the output document. Legal, compliance, and research reviewers can audit AI outputs at a glance rather than cross-referencing. Built in Python, Apache 2.0 licensed, launched as a Show HN six days ago and gaining traction. The approach is low-tech by design — no vector embeddings, no proprietary API calls — just precise text highlighting, screenshot capture, and Word document assembly. The simplicity is the point: verifiable AI outputs shouldn't require a research budget.
Developer Tools
free-claude-code
Route Claude Code traffic to DeepSeek, OpenRouter, or local models
50%
Panel ship
—
Community
Free
Entry
free-claude-code is a lightweight proxy that intercepts Claude Code's Anthropic Messages API calls and reroutes them to six alternative backends: NVIDIA NIM, OpenRouter, DeepSeek, LM Studio, llama.cpp, and Ollama. From Claude Code's perspective nothing changes — the UX, tool calls, streaming, and reasoning blocks all work identically. Under the hood, you're spending almost nothing. The project supports per-model routing, so you can send Opus traffic to OpenRouter while Haiku goes to a local Ollama instance. It handles the full protocol stack: streaming completions, multi-turn tool use, thinking block pass-through, and request optimization for local hardware. An optional Discord or Telegram bot wrapper lets you trigger remote coding sessions from your phone. With 17K+ GitHub stars and still climbing, this is clearly scratching a real itch. The Anthropic gating of Claude Code behind Pro subscriptions created exactly the market condition this project was built for. Whether it stays ahead of API changes is the open question — but right now it's the fastest path to a near-free Claude Code experience.
Reviewer scorecard
“This is the kind of clever, unglamorous tool that actually solves a real problem. The insight that screenshots are harder to hallucinate than quotes is simple but profound. Drop this into any pipeline that serves legal or compliance users immediately.”
“This is exactly what the indie dev community needed after Anthropic tightened Pro limits. The per-model routing is clever — I can push heavy reasoning to DeepSeek and let fast autocomplete hit a local 8B model. Setup took about 15 minutes.”
“Screenshots of source text don't prevent the underlying problem — an AI can still misinterpret or misconstrue what the screenshot says. It adds friction to the review process without fixing the root cause. Useful for basic verification but don't mistake it for a hallucination solution.”
“This is a proxy built around undocumented client behavior — any Claude Code update could break it silently. Running your codebase through third-party provider APIs also introduces real IP and data risk. For solo projects it's probably fine; for anything professional, think twice.”
“Provenance-by-design is going to be mandatory for AI in regulated industries. Eyeball's approach — baking visual evidence into every claim — points toward a future where AI outputs are self-auditing. This is an indie tool today; it's a compliance standard in three years.”
“The fact that 17K people starred this in days is a signal: developers want Claude Code's UX without the lock-in. This kind of proxy layer is how model pluralism actually happens in practice — not through official integrations but through community shims.”
“For editorial and research work, knowing exactly where an AI got its information is table stakes. Eyeball makes that process visual and immediate — that's a huge quality-of-life improvement for anyone who fact-checks AI-generated research.”
“If you're not deep in CLI-land, the setup friction is real. But for technical creators who've been priced out of Claude Code Pro, this is a legitimate workaround while the pricing landscape settles.”
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